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<rfc xmlns:xi="http://www.w3.org/2001/XInclude" ipr="trust200902" docName="draft-irtf-cfrg-frost-05" category="info" tocInclude="true" sortRefs="true" symRefs="true" version="3">
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  <front>
    <title abbrev="FROST">Two-Round Threshold Schnorr Signatures with FROST</title>
    <seriesInfo name="Internet-Draft" value="draft-irtf-cfrg-frost-05"/>
    <author initials="D." surname="Connolly" fullname="Deirdre Connolly">
      <organization>Zcash Foundation</organization>
      <address>
        <email>durumcrustulum@gmail.com</email>
      </address>
    </author>
    <author initials="C." surname="Komlo" fullname="Chelsea Komlo">
      <organization>University of Waterloo, Zcash Foundation</organization>
      <address>
        <email>ckomlo@uwaterloo.ca</email>
      </address>
    </author>
    <author initials="I." surname="Goldberg" fullname="Ian Goldberg">
      <organization>University of Waterloo</organization>
      <address>
        <email>iang@uwaterloo.ca</email>
      </address>
    </author>
    <author initials="C. A." surname="Wood" fullname="Christopher A. Wood">
      <organization>Cloudflare</organization>
      <address>
        <email>caw@heapingbits.net</email>
      </address>
    </author>
    <date year="2022" month="May" day="31"/>
    <area>General</area>
    <workgroup>CFRG</workgroup>
    <keyword>Internet-Draft</keyword>
    <abstract>
      <t>In this draft, we present the two-round signing variant of FROST, a Flexible Round-Optimized
Schnorr Threshold signature scheme. FROST signatures can be issued after a threshold number
of entities cooperate to issue a signature, allowing for improved distribution of trust and
redundancy with respect to a secret key. Further, this draft specifies signatures that are
compatible with <xref target="RFC8032"/>. However, unlike <xref target="RFC8032"/>, the protocol for producing
signatures in this draft is not deterministic, so as to ensure protection against a
key-recovery attack that is possible when even only one participant is malicious.</t>
    </abstract>
    <note removeInRFC="true">
      <name>Discussion Venues</name>
      <t>Discussion of this document takes place on the
    Crypto Forum Research Group mailing list (cfrg@ietf.org),
    which is archived at <eref target="https://mailarchive.ietf.org/arch/search/?email_list=cfrg"/>.</t>
      <t>Source for this draft and an issue tracker can be found at
    <eref target="https://github.com/cfrg/draft-irtf-cfrg-frost"/>.</t>
    </note>
  </front>
  <middle>
    <section anchor="introduction">
      <name>Introduction</name>
      <t>DISCLAIMER: This is a work-in-progress draft of FROST.</t>
      <t>RFC EDITOR: PLEASE REMOVE THE FOLLOWING PARAGRAPH The source for this draft is
maintained in GitHub. Suggested changes should be submitted as pull requests
at https://github.com/cfrg/draft-irtf-cfrg-frost. Instructions are on that page as
well.</t>
      <t>Unlike signatures in a single-party setting, threshold signatures
require cooperation among a threshold number of signers each holding a share
of a common private key. The security of threshold schemes in general assume
that an adversary can corrupt strictly fewer than a threshold number of participants.</t>
      <t>This document presents a variant of a Flexible Round-Optimized Schnorr Threshold (FROST)
signature scheme originally defined in <xref target="FROST20"/>. FROST reduces network overhead during
threshold signing operations while employing a novel technique to protect against forgery
attacks applicable to prior Schnorr-based threshold signature constructions. The variant of
FROST presented in this document requires two rounds to compute a signature, and implements
signing efficiency improvements described by <xref target="Schnorr21"/>. Single-round signing with FROST
is out of scope.</t>
      <t>For select ciphersuites, the signatures produced by this draft are compatible with
<xref target="RFC8032"/>. However, unlike <xref target="RFC8032"/>, signatures produced by FROST are not
deterministic, since deriving nonces deterministically allows for a complete key-recovery
attack in multi-party discrete logarithm-based signatures, such as FROST.</t>
      <t>Key generation for FROST signing is out of scope for this document. However, for completeness,
key generation with a trusted dealer is specified in <xref target="dep-dealer"/>.</t>
      <section anchor="change-log">
        <name>Change Log</name>
        <t>draft-05</t>
        <ul spacing="normal">
          <li>Update test vectors to include version string (#202, #203)</li>
          <li>Rename THRESHOLD_LIMIT to MIN_SIGNERS (#192)</li>
          <li>Use non-contiguous signers for the test vectors (#187)</li>
          <li>Add more reasoning why the coordinator MUST abort (#183)</li>
          <li>Add a function to generate nonces (#182)</li>
          <li>Add MUST that all participants have the same view of VSS commitment (#174)</li>
          <li>Use THRESHOLD_LIMIT instead of t and MAX_SIGNERS instead of n (#171)</li>
          <li>Specify what the dealer is trusted to do (#166)</li>
          <li>Clarify types of NUM_SIGNERS and THRESHOLD_LIMIT (#165)</li>
          <li>Assert that the network channel used for signing should be authenticated (#163)</li>
          <li>Remove wire format section (#156)</li>
          <li>Update group commitment derivation to have a single scalarmul (#150)</li>
          <li>Use RandomNonzeroScalar for single-party Schnorr example (#148)</li>
          <li>Fix group notation and clarify member functions (#145)</li>
          <li>Update existing implementations table (#136)</li>
          <li>Various editorial improvements (#135, #143, #147, #149, #153, #158, #162, #167, #168, #169, #170, #175, #176, #177, #178, #184, #186, #193, #198, #199)</li>
        </ul>
        <t>draft-04</t>
        <ul spacing="normal">
          <li>Added methods to verify VSS commitments and derive group info (#126, #132).</li>
          <li>Changed check for participants to consider only nonnegative numbers (#133).</li>
          <li>Changed sampling for secrets and coefficients to allow the zero element (#130).</li>
          <li>Split test vectors into separate files (#129)</li>
          <li>Update wire structs to remove commitment shares where not necessary (#128)</li>
          <li>Add failure checks (#127)</li>
          <li>Update group info to include each participant's key and clarify how public key material is obtained (#120, #121).</li>
          <li>Define cofactor checks for verification (#118)</li>
          <li>Various editorial improvements and add contributors (#124, #123, #119, #116, #113, #109)</li>
        </ul>
        <t>draft-03</t>
        <ul spacing="normal">
          <li>Refactor the second round to use state from the first round (#94).</li>
          <li>Ensure that verification of signature shares from the second round uses commitments from the first round (#94).</li>
          <li>Clarify RFC8032 interoperability based on PureEdDSA (#86).</li>
          <li>Specify signature serialization based on element and scalar serialization (#85).</li>
          <li>Fix hash function domain separation formatting (#83).</li>
          <li>Make trusted dealer key generation deterministic (#104).</li>
          <li>Add additional constraints on participant indexes and nonce usage (#105, #103, #98, #97).</li>
          <li>Apply various editorial improvements.</li>
        </ul>
        <t>draft-02</t>
        <ul spacing="normal">
          <li>Fully specify both rounds of FROST, as well as trusted dealer key generation.</li>
          <li>Add ciphersuites and corresponding test vectors, including suites for RFC8032 compatibility.</li>
          <li>Refactor document for editorial clarity.</li>
        </ul>
        <t>draft-01</t>
        <ul spacing="normal">
          <li>Specify operations, notation and cryptographic dependencies.</li>
        </ul>
        <t>draft-00</t>
        <ul spacing="normal">
          <li>Outline CFRG draft based on draft-komlo-frost.</li>
        </ul>
      </section>
    </section>
    <section anchor="conventions-and-definitions">
      <name>Conventions and Definitions</name>
      <t>The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL
NOT", "SHOULD", "SHOULD NOT", "RECOMMENDED", "NOT RECOMMENDED",
"MAY", and "OPTIONAL" in this document are to be interpreted as
described in BCP&nbsp;14 <xref target="RFC2119"/> <xref target="RFC8174"/> when, and only when, they
appear in all capitals, as shown here.</t>
      <t>The following notation and terminology are used throughout this document.</t>
      <ul spacing="normal">
        <li>A participant is an entity that is trusted to hold a secret share.</li>
        <li>
          <tt>MAX_SIGNERS</tt> denotes the number of participants, and the number of shares that <tt>s</tt> is split into.
This value MUST NOT exceed 2^16-1.</li>
        <li>
          <tt>MIN_SIGNERS</tt> denotes the threshold number of participants required to issue a signature. More specifically,
at least MIN_SIGNERS shares must be combined to issue a valid signature.
This value MUST NOT exceed p.</li>
        <li>
          <tt>NUM_SIGNERS</tt> denotes the number of signers that participate in an invocation of FROST signing, where
MIN_SIGNERS &lt;= NUM_SIGNERS &lt;= MAX_SIGNERS.
This value MUST NOT exceed p.</li>
        <li>
          <tt>len(x)</tt> is the length of integer input <tt>x</tt> as an 8-byte, big-endian integer.</li>
        <li>
          <tt>encode_uint16(x)</tt>: Convert two byte unsigned integer (uint16) <tt>x</tt> to a 2-byte,
big-endian byte string. For example, <tt>encode_uint16(310) = [0x01, 0x36]</tt>.</li>
        <li>
          <tt>random_bytes(n)</tt>: Outputs <tt>n</tt> bytes, sampled uniformly at random
using a cryptographically secure pseudorandom number generator (CSPRNG).</li>
        <li>|| denotes concatenation, i.e., x || y = xy.</li>
        <li>nil denotes an empty byte string.</li>
      </ul>
      <t>Unless otherwise stated, we assume that secrets are sampled uniformly at random
using a cryptographically secure pseudorandom number generator (CSPRNG); see
<xref target="RFC4086"/> for additional guidance on the generation of random numbers.</t>
    </section>
    <section anchor="cryptographic-dependencies">
      <name>Cryptographic Dependencies</name>
      <t>FROST signing depends on the following cryptographic constructs:</t>
      <ul spacing="normal">
        <li>Prime-order Group, <xref target="dep-pog"/>;</li>
        <li>Cryptographic hash function, <xref target="dep-hash"/>;</li>
      </ul>
      <t>These are described in the following sections.</t>
      <section anchor="dep-pog">
        <name>Prime-Order Group</name>
        <t>FROST depends on an abelian group of prime order <tt>p</tt>. We represent this
group as the object <tt>G</tt> that additionally defines helper functions described below. The group operation
for <tt>G</tt> is addition <tt>+</tt> with identity element <tt>I</tt>. For any elements <tt>A</tt> and <tt>B</tt> of the group <tt>G</tt>,
<tt>A + B = B + A</tt> is also a member of <tt>G</tt>. Also, for any <tt>A</tt> in <tt>G</tt>, there exists an element
<tt>-A</tt> such that <tt>A + (-A) = (-A) + A = I</tt>. For convenience, we use <tt>-</tt> to denote
the subtraction, e.g., <tt>A - B = A + (-B)</tt>. Scalar multiplication is equivalent to the repeated
application of the group operation on an element A with itself <tt>r-1</tt> times, this is denoted
as <tt>r*A = A + ... + A</tt>. For any element <tt>A</tt>, <tt>p * A = I</tt>. We denote <tt>B</tt> as a fixed generator
of the group. Scalar base multiplication is equivalent to the repeated application of the group
operation <tt>B</tt> with itself <tt>r-1</tt> times, this is denoted as <tt>ScalarBaseMult(r)</tt>. The set of
scalars corresponds to <tt>GF(p)</tt>, which refer to as the scalar field. This document uses types
<tt>Element</tt> and <tt>Scalar</tt> to denote elements of the group <tt>G</tt> and its set of scalars, respectively.
We denote equality comparison as <tt>==</tt> and assignment of values by <tt>=</tt>.</t>
        <t>We now detail a number of member functions that can be invoked on <tt>G</tt>.</t>
        <ul spacing="normal">
          <li>Order(): Outputs the order of <tt>G</tt> (i.e. <tt>p</tt>).</li>
          <li>Identity(): Outputs the identity <tt>Element</tt> of the group (i.e. <tt>I</tt>).</li>
          <li>RandomScalar(): Outputs a random <tt>Scalar</tt> element in GF(p).</li>
          <li>RandomNonzeroScalar(): Outputs a random non-zero <tt>Scalar</tt> element in GF(p).</li>
          <li>SerializeElement(A): Maps an <tt>Element</tt> <tt>A</tt> to a unique byte array <tt>buf</tt> of fixed length <tt>Ne</tt>.</li>
          <li>DeserializeElement(buf): Attempts to map a byte array <tt>buf</tt> to an <tt>Element</tt> <tt>A</tt>,
and fails if the input is not a valid byte representation of an element of
the group. This function can raise a DeserializeError if deserialization fails
or <tt>A</tt> is the identity element of the group; see <xref target="ciphersuites"/> for group-specific
input validation steps.</li>
          <li>SerializeScalar(s): Maps a Scalar <tt>s</tt> to a unique byte array <tt>buf</tt> of fixed length <tt>Ns</tt>.</li>
          <li>DeserializeScalar(buf): Attempts to map a byte array <tt>buf</tt> to a <tt>Scalar</tt> <tt>s</tt>.
This function can raise a DeserializeError if deserialization fails; see
<xref target="ciphersuites"/> for group-specific input validation steps.</li>
        </ul>
      </section>
      <section anchor="dep-hash">
        <name>Cryptographic Hash Function</name>
        <t>FROST requires the use of a cryptographically secure hash function, generically
written as H, which functions effectively as a random oracle. For concrete
recommendations on hash functions which SHOULD be used in practice, see
<xref target="ciphersuites"/>. Using H, we introduce three separate domain-separated hashes,
H1, H2, H3, and H4, where H1, H2, and H4 map arbitrary byte strings to Scalar elements of
the prime-order group scalar field, and H3 is an alias for H with a domain separator.
The details of H1, H2, H3, and H4 vary based on ciphersuite. See <xref target="ciphersuites"/>
for more details about each.</t>
      </section>
    </section>
    <section anchor="helpers">
      <name>Helper functions</name>
      <t>Beyond the core dependencies, the protocol in this document depends on the
following helper operations:</t>
      <ul spacing="normal">
        <li>Nonce generation, <xref target="dep-nonces"/></li>
        <li>Schnorr signatures, <xref target="dep-schnorr"/>;</li>
        <li>Polynomial operations, <xref target="dep-polynomial"/>;</li>
        <li>Encoding operations, <xref target="dep-encoding"/>;</li>
        <li>Signature binding <xref target="dep-binding-factor"/>, group commitment <xref target="dep-group-commit"/>, and challenge computation <xref target="dep-sig-challenge"/></li>
      </ul>
      <t>These sections describes these operations in more detail.</t>
      <section anchor="dep-nonces">
        <name>Nonce generation</name>
        <t>To hedge against a bad RNG, we generate nonces by sourcing fresh randomness and
combine with the secret key, to create a domain-separated hash function from
the ciphersuite hash function <tt>H</tt>, <tt>H4</tt>:</t>
        <artwork><![CDATA[
  nonce_generate(secret):

  Inputs:
  - secret, a Scalar

  Outputs: nonce, a Scalar

  def nonce_generate(secret):
    k_enc = random_bytes(32)
    secret_enc = G.SerializeScalar(secret)
    return H4(k_enc || secret_enc)
]]></artwork>
      </section>
      <section anchor="dep-schnorr">
        <name>Schnorr Signature Operations</name>
        <t>In the single-party setting, a Schnorr signature is generated with the
following operation.</t>
        <artwork><![CDATA[
  schnorr_signature_generate(msg, sk):

  Inputs:
  - msg, message to be signed, a byte string
  - sk, private key, a Scalar

  Outputs: signature (R, z), a pair consisting of (Element, Scalar) values

  def schnorr_signature_generate(msg, sk):
    PK = G.ScalarBaseMult(sk)
    k = nonce_generate(sk)
    R = G.ScalarBaseMult(k)

    comm_enc = G.SerializeElement(R)
    pk_enc = G.SerializeElement(PK)
    challenge_input = comm_enc || pk_enc || msg
    c = H2(challenge_input)

    z = k + (c * sk)
    return (R, z)
]]></artwork>
        <t>The corresponding verification operation is as follows. By definition,
this function assumes that all group Elements passed as input, including
the signature R component and public key, belong to prime-order group G.
Some ciphersuites defined in <xref target="ciphersuites"/> operate in settings where
some inputs may not belong to this prime-order group, e.g., because they
operate over an elliptic curve with a cofactor larger than 1. In these
settings, input validation is required before invoking this verification
function.</t>
        <artwork><![CDATA[
  schnorr_signature_verify(msg, sig, PK):

  Inputs:
  - msg, signed message, a byte string
  - sig, a tuple (R, z) output from schnorr_signature_generate or FROST
  - PK, public key, an Element

  Outputs: 1 if signature is valid, and 0 otherwise

  def schnorr_signature_verify(msg, sig = (R, z), PK):
    comm_enc = G.SerializeElement(R)
    pk_enc = G.SerializeElement(PK)
    challenge_input = comm_enc || pk_enc || msg
    c = H2(challenge_input)

    l = G.ScalarBaseMult(z)
    r = R + (c * PK)
    check = l - r
    return check == G.Identity()
]]></artwork>
      </section>
      <section anchor="dep-polynomial">
        <name>Polynomial Operations</name>
        <t>This section describes operations on and associated with polynomials over Scalars
that are used in the main signing protocol. A polynomial of degree t
is represented as a list of t coefficients, where the constant term of the polynomial
is in the first position and the highest-degree coefficient is in the last position.
A point on the polynomial is a tuple (x, y), where <tt>y = f(x)</tt>. For notational
convenience, we refer to the x-coordinate and y-coordinate of a
point p as <tt>p.x</tt> and <tt>p.y</tt>, respectively.</t>
        <section anchor="evaluation-of-a-polynomial">
          <name>Evaluation of a polynomial</name>
          <t>This section describes a method for evaluating a polynomial <tt>f</tt> at a
particular input <tt>x</tt>, i.e., <tt>y = f(x)</tt> using Horner's method.</t>
          <artwork><![CDATA[
  polynomial_evaluate(x, coeffs):

  Inputs:
  - x, input at which to evaluate the polynomial, a Scalar
  - coeffs, the polynomial coefficients, a list of Scalars

  Outputs: Scalar result of the polynomial evaluated at input x

  def polynomial_evaluate(x, coeffs):
    value = 0
    for (counter, coeff) in coeffs.reverse():
      if counter == coeffs.len() - 1:
        value += coeff // add the constant term
      else:
        value += coeff
        value *= x
    return value
]]></artwork>
        </section>
        <section anchor="lagrange-coefficients">
          <name>Lagrange coefficients</name>
          <t>The function <tt>derive_lagrange_coefficient</tt> derives a Lagrange coefficient
to later perform polynomial interpolation, and is provided a set of x-coordinates as input.
Lagrange coefficients are used in FROST to evaluate a polynomial
<tt>f</tt> at point 0, i.e., <tt>f(0)</tt>, given a set of <tt>t</tt> other points.</t>
          <artwork><![CDATA[
  derive_lagrange_coefficient(x_i, L):

  Inputs:
  - x_i, an x-coordinate contained in L, a Scalar
  - L, the set of x-coordinates, each a Scalar

  Outputs: L_i, the i-th Lagrange coefficient

  Errors:
  - "invalid parameters", if any coordinate is equal to 0

  def derive_lagrange_coefficient(x_i, L):
    if x_i = 0:
      raise "invalid parameters"
    for x_j in L:
      if x_j = 0:
        raise "invalid parameters"

    numerator = 1
    denominator = 1
    for x_j in L:
      if x_j == x_i: continue
      numerator *= x_j
      denominator *= x_j - x_i

    L_i = numerator / denominator
    return L_i
]]></artwork>
        </section>
        <section anchor="deriving-the-constant-term-of-a-polynomial">
          <name>Deriving the constant term of a polynomial</name>
          <t>Secret sharing requires "splitting" a secret, which is represented as
a constant term of some polynomial <tt>f</tt> of degree <tt>t-1</tt>. Recovering the
constant term occurs with a set of <tt>t</tt> points using polynomial
interpolation, defined as follows.</t>
          <artwork><![CDATA[
  Inputs:
  - points, a set of t points on a polynomial f, each a tuple of two
    Scalar values representing the x and y coordinates

  Outputs: The constant term of f, i.e., f(0)

  def polynomial_interpolation(points):
    L = []
    for point in points:
      L.append(point.x)

    f_zero = 0
    for point in points:
      delta = point.y * derive_lagrange_coefficient(point.x, L)
      f_zero = f_zero + delta

    return f_zero
]]></artwork>
          <t>Note that these coefficients can be computed once and then stored, as these
values remain constant across FROST signing sessions.</t>
        </section>
      </section>
      <section anchor="dep-encoding">
        <name>Commitment List Encoding</name>
        <t>This section describes the subroutine used for encoding a list of signer
commitments into a bytestring that is used in the FROST protocol.</t>
        <artwork><![CDATA[
  Inputs:
  - commitment_list = [(i, hiding_nonce_commitment_i, binding_nonce_commitment_i), ...],
    a list of commitments issued by each signer, where each element in the list
    indicates the signer identifier i and their two commitment Element values
    (hiding_nonce_commitment_i, binding_nonce_commitment_i). This list MUST be sorted
    in ascending order by signer identifier.

  Outputs: A byte string containing the serialized representation of commitment_list

  def encode_group_commitment_list(commitment_list):
    encoded_group_commitment = nil
    for (identifier, hiding_nonce_commitment, binding_nonce_commitment) in commitment_list:
      encoded_commitment = encode_uint16(identifier) ||
                           G.SerializeElement(hiding_nonce_commitment) ||
                           G.SerializeElement(binding_nonce_commitment)
      encoded_group_commitment = encoded_group_commitment || encoded_commitment
    return encoded_group_commitment
]]></artwork>
      </section>
      <section anchor="dep-binding-factor">
        <name>Binding Factor Computation</name>
        <t>This section describes the subroutine for computing the binding factor based
on the signer commitment list and message to be signed.</t>
        <artwork><![CDATA[
  Inputs:
  - encoded_commitment_list, an encoded commitment list (as computed
    by encode_group_commitment_list)
  - msg, the message to be signed.

  Outputs: A Scalar representing the binding factor

  def compute_binding_factor(encoded_commitment_list, msg):
    msg_hash = H3(msg)
    rho_input = encoded_commitment_list || msg_hash
    binding_factor = H1(rho_input)
    return binding_factor
]]></artwork>
      </section>
      <section anchor="dep-group-commit">
        <name>Group Commitment Computation</name>
        <t>This section describes the subroutine for creating the group commitment
from a commitment list.</t>
        <artwork><![CDATA[
  Inputs:
  - commitment_list =
     [(i, hiding_nonce_commitment_i, binding_nonce_commitment_i), ...], a list
    of commitments issued by each signer, where each element in the list
    indicates the signer identifier i and their two commitment Element values
    (hiding_nonce_commitment_i, binding_nonce_commitment_i). This list MUST be
    sorted in ascending order by signer identifier.
  - binding_factor, a Scalar

  Outputs: An Element in G representing the group commitment

  def compute_group_commitment(commitment_list, binding_factor):
    group_hiding_commitment = G.Identity()
    group_binding_commitment = G.Identity()

    for (_, hiding_nonce_commitment, binding_nonce_commitment) in commitment_list:
      group_hiding_commitment = group_hiding_commitment + hiding_nonce_commitment
      group_binding_commitment = group_binding_commitment + binding_nonce_commitment
    return (group_hiding_commitment + group_binding_commitment * binding_factor)
]]></artwork>
      </section>
      <section anchor="dep-sig-challenge">
        <name>Signature Challenge Computation</name>
        <t>This section describes the subroutine for creating the per-message challenge.</t>
        <artwork><![CDATA[
  Inputs:
  - group_commitment, an Element in G representing the group commitment
  - group_public_key, public key corresponding to the group signing key, an
    Element in G.
  - msg, the message to be signed.

  Outputs: A Scalar representing the challenge

  def compute_challenge(group_commitment, group_public_key, msg):
    group_comm_enc = G.SerializeElement(group_commitment)
    group_public_key_enc = G.SerializeElement(group_public_key)
    challenge_input = group_comm_enc || group_public_key_enc || msg
    challenge = H2(challenge_input)
    return challenge
]]></artwork>
      </section>
    </section>
    <section anchor="frost-spec">
      <name>Two-Round FROST Signing Protocol</name>
      <t>We now present the two-round variant of the FROST threshold signature protocol for producing Schnorr signatures.
It involves signer participants and a Coordinator. Signing participants are
entities with signing key shares that participate in the threshold signing
protocol. The Coordinator is an entity with the following responsibilities:</t>
      <ol spacing="normal" type="1">
        <li>Determining which signers will participate (at least MIN_SIGNERS in number);</li>
        <li>Coordinating rounds (receiving and forwarding inputs among participants); and</li>
        <li>Aggregating signature shares output by each participant, and publishing the resulting signature.</li>
      </ol>
      <t>FROST assumes the selection of all participants, including Coordinator and set of
signers, are all chosen external to the protocol. Note that it is possible to
deploy the protocol without a distinguished Coordinator; see <xref target="no-coordinator"/>
for more information.</t>
      <t>Because key generation is not specified, all signers are assumed to have the (public) group state that we refer to as "group info"
below, and their corresponding signing key shares.</t>
      <t>In particular, it is assumed that the Coordinator and each signing participant <tt>P_i</tt> knows the following
group info:</t>
      <ul spacing="normal">
        <li>Group public key, an <tt>Element</tt> in <tt>G</tt>, denoted <tt>PK = G.ScalarMultBase(s)</tt>, corresponding
to the group secret key <tt>s</tt>, which is a <tt>Scalar</tt>. <tt>PK</tt> is an output from the group's
key generation protocol, such as <tt>trusted_dealer_keygen</tt>or a DKG.</li>
        <li>Public keys for each signer, denoted <tt>PK_i = G.ScalarMultBase()</tt>, which are similarly
outputs from the group's key generation protocol, <tt>Element</tt>s in <tt>G</tt>.</li>
      </ul>
      <t>And that each participant with identifier <tt>i</tt>  where <tt>i</tt> is an integer in the range between 1
and MAX_SIGNERS additionally knows the following:</t>
      <ul spacing="normal">
        <li>Participant <tt>i</tt>s signing key share <tt>sk_i</tt>, which is the i-th secret share of <tt>s</tt>, a <tt>Scalar</tt>.</li>
      </ul>
      <t>The exact key generation mechanism is out of scope for this specification. In general,
key generation is a protocol that outputs (1) a shared, group public key PK owned
by each Signer, and (2) individual shares of the signing key owned by each Signer.
In general, two possible key generation mechanisms are possible, one that requires
a single, trusted dealer, and the other which requires performing a distributed
key generation protocol. We highlight key generation mechanism by a trusted dealer
in <xref target="dep-dealer"/>, for reference.</t>
      <t>This signing variant of FROST requires signers to perform two network rounds:
1) generating and publishing commitments, and 2) signature share generation and
publication. The first round serves for each participant to issue a commitment to
a nonce. The second round receives commitments for all signers as well as the message,
and issues a signature share with respect to that message. The Coordinator performs
the coordination of each of these rounds. At the end of the second round, the
Coordinator then performs an aggregation step and outputs the final signature.
This complete interaction is shown in <xref target="fig-frost"/>.</t>
      <figure anchor="fig-frost">
        <name>FROST signature overview</name>
        <artwork><![CDATA[
        (group info)            (group info,     (group info,
            |               signing key share)   signing key share)
            |                         |                |
            v                         v                v
        Coordinator               Signer-1   ...   Signer-n
    ------------------------------------------------------------
   message
------------>
            |
      == Round 1 (Commitment) ==
            |    signer commitment   |                 |
            |<-----------------------+                 |
            |          ...                             |
            |    signer commitment                     |
            |<-----------------------------------------+

      == Round 2 (Signature Share Generation) ==
            |
            |     signer input       |                 |
            +------------------------>                 |
            |     signature share    |                 |
            |<-----------------------+                 |
            |          ...                             |
            |     signer input                         |
            +------------------------------------------>
            |     signature share                      |
            <------------------------------------------+
            |
      == Aggregation ==
            |
  signature |
<-----------+
]]></artwork>
      </figure>
      <t>Details for round one are described in <xref target="frost-round-one"/>, and details for round two
are described in <xref target="frost-round-two"/>. The final Aggregation step is described in
<xref target="frost-aggregation"/>.</t>
      <t>FROST assumes that all inputs to each round, especially those of which are received
over the network, are validated before use. In particular, this means that any value
of type Element or Scalar is deserialized using DeserializeElement and DeserializeScalar,
respectively, as these functions perform the necessary input validation steps.</t>
      <t>FROST assumes reliable message delivery between the Coordinator and signing participants in
order for the protocol to complete. An attacker masquerading as another participant
will result only in an invalid signature; see <xref target="sec-considerations"/>. However, in order
to identify any participant which has misbehaved (resulting in the protocol aborting)
to take actions such as excluding them from future signing operations, we assume that
the network channel is additionally authenticated; confidentiality is not required.</t>
      <section anchor="frost-round-one">
        <name>Round One - Commitment</name>
        <t>Round one involves each signer generating nonces and their corresponding public commitments.
A nonce is a pair of Scalar values, and a commitment is a pair of Element values.</t>
        <t>Each signer in round one generates a nonce <tt>nonce = (hiding_nonce, binding_nonce)</tt> and commitment
<tt>comm = (hiding_nonce_commitment, binding_nonce_commitment)</tt>.</t>
        <artwork><![CDATA[
  Inputs: sk_i, the secret key share, a Scalar

  Outputs: (nonce, comm), a tuple of nonce and nonce commitment pairs,
    where each value in the nonce pair is a Scalar and each value in
    the nonce commitment pair is an Element

  def commit(sk_i):
    hiding_nonce = nonce_generate(sk_i)
    binding_nonce = nonce_generate(sk_i)
    hiding_nonce_commitment = G.ScalarBaseMult(hiding_nonce)
    binding_nonce_commitment = G.ScalarBaseMult(binding_nonce)
    nonce = (hiding_nonce, binding_nonce)
    comm = (hiding_nonce_commitment, binding_nonce_commitment)
    return (nonce, comm)
]]></artwork>
        <t>The private output <tt>nonce</tt> from Participant <tt>P_i</tt> is stored locally and kept private
for use in the second round. This nonce MUST NOT be reused in more than one invocation
of FROST, and it MUST be generated from a source of secure randomness. The public output
<tt>comm</tt> from Participant <tt>P_i</tt> is sent to the Coordinator.</t>
        <!-- The Coordinator must not get confused about which commitments come from which signers, do we need to say more about how this is done? -->

</section>
      <section anchor="frost-round-two">
        <name>Round Two - Signature Share Generation</name>
        <t>In round two, the Coordinator is responsible for sending the message to be signed, and
for choosing which signers will participate (of number at least MIN_SIGNERS). Signers
additionally require locally held data; specifically, their private key and the
nonces corresponding to their commitment issued in round one.</t>
        <t>The Coordinator begins by sending each signer the message to be signed along with the
set of signing commitments for all other signers in the participant list. Each signer
MUST validate the inputs before processing the Coordinator's request. In particular,
the Signer MUST validate commitment_list, deserializing each group Element in the
list using DeserializeElement from <xref target="dep-pog"/>. If deserialization fails, the Signer
MUST abort the protocol. Applications which require that signers not process arbitrary
input messages are also required to also perform relevant application-layer input
validation checks; see <xref target="message-validation"/> for more details.</t>
        <t>Upon receipt and successful input validation, each Signer then runs the following
procedure to produce its own signature share.</t>
        <artwork><![CDATA[
  Inputs:
  - identifier, Identifier i of the signer. Note identifier will never equal 0.
  - sk_i, Signer secret key share, a Scalar.
  - group_public_key, public key corresponding to the group signing key,
    an Element in G.
  - nonce_i, pair of Scalar values (hiding_nonce, binding_nonce) generated in
    round one.
  - msg, the message to be signed (sent by the Coordinator).
  - commitment_list =
      [(j, hiding_nonce_commitment_j, binding_nonce_commitment_j), ...], a
    list of commitments issued in Round 1 by each signer and sent by the Coordinator.
    Each element in the list indicates the signer identifier j and their two commitment
    Element values (hiding_nonce_commitment_j, binding_nonce_commitment_j).s
    This list MUST be sorted in ascending order by signer identifier.

  Outputs: a Scalar value representing the signature share

  def sign(identifier, sk_i, group_public_key, nonce_i, msg, commitment_list):
    # Encode the commitment list
    encoded_commitments = encode_group_commitment_list(commitment_list)

    # Compute the binding factor
    binding_factor = compute_binding_factor(encoded_commitments, msg)

    # Compute the group commitment
    group_commitment = compute_group_commitment(commitment_list, binding_factor)

    # Compute Lagrange coefficient
    participant_list = participants_from_commitment_list(commitment_list)
    lambda_i = derive_lagrange_coefficient(identifier, participant_list)

    # Compute the per-message challenge
    challenge = compute_challenge(group_commitment, group_public_key, msg)

    # Compute the signature share
    (hiding_nonce, binding_nonce) = nonce_i
    sig_share = hiding_nonce + (binding_nonce * binding_factor) + (lambda_i * sk_i * challenge)

    return sig_share
]]></artwork>
        <t>The output of this procedure is a signature share. Each signer then sends
these shares back to the Coordinator. Each signer MUST delete the nonce and
corresponding commitment after this round completes.</t>
        <t>Upon receipt from each Signer, the Coordinator MUST validate the input
signature share using DeserializeElement. If validation fails, the Coordinator MUST abort
the protocol. If validation succeeds, the Coordinator then verifies the set of
signature shares using the following procedure.</t>
      </section>
      <section anchor="frost-aggregation">
        <name>Signature Share Verification and Aggregation</name>
        <t>After signers perform round two and send their signature shares to the Coordinator,
the Coordinator verifies each signature share for correctness. In particular,
for each signer, the Coordinator uses commitment pairs generated during round
one and the signature share generated during round two, along with other group
parameters, to check that the signature share is valid using the following procedure.</t>
        <artwork><![CDATA[
  Inputs:
  - identifier, Identifier i of the signer. Note identifier will never equal 0.
  - PK_i, the public key for the ith signer, where PK_i = G.ScalarBaseMult(sk_i),
    an Element in G
  - comm_i, pair of Element values in G (hiding_nonce_commitment, binding_nonce_commitment)
    generated in round one from the ith signer.
  - sig_share_i, a Scalar value indicating the signature share as produced in
    round two from the ith signer.
  - commitment_list =
      [(j, hiding_nonce_commitment_j, binding_nonce_commitment_j), ...], a
    list of commitments issued in Round 1 by each signer, where each element
    in the list indicates the signer identifier j and their two commitment
    Element values (hiding_nonce_commitment_j, binding_nonce_commitment_j).s
    This list MUST be sorted in ascending order by signer identifier.
  - group_public_key, public key corresponding to the group signing key,
    an Element in G.
  - msg, the message to be signed.

  Outputs: True if the signature share is valid, and False otherwise.

  def verify_signature_share(identifier, PK_i, comm_i, sig_share_i, commitment_list,
                             group_public_key, msg):
    # Encode the commitment list
    encoded_commitments = encode_group_commitment_list(commitment_list)

    # Compute the binding factor
    binding_factor = compute_binding_factor(encoded_commitments, msg)

    # Compute the group commitment
    group_commitment = compute_group_commitment(commitment_list, binding_factor)

    # Compute the commitment share
    (hiding_nonce_commitment, binding_nonce_commitment) = comm_i
    comm_share = hiding_nonce_commitment + (binding_nonce_commitment * binding_factor)

    # Compute the challenge
    challenge = compute_challenge(group_commitment, group_public_key, msg)

    # Compute Lagrange coefficient
    participant_list = participants_from_commitment_list(commitment_list)
    lambda_i = derive_lagrange_coefficient(identifier, participant_list)

    # Compute relation values
    l = G.ScalarBaseMult(sig_share_i)
    r = comm_share + ((challenge * lambda_i) * PK_i)

    return l == r
]]></artwork>
        <t>If any signature share fails to verify, i.e., if verify_signature_share returns False for
any signer share, the Coordinator MUST abort the protocol for correctness reasons.
Excluding one signer means that their nonce will not be included in the joint response <tt>z</tt>
and consequently the output signature will not verify.</t>
        <t>Otherwise, if all signer shares are valid, the Coordinator performs the <tt>aggregate</tt> operation
and publishes the resulting signature.</t>
        <artwork><![CDATA[
  Inputs:
  - group_commitment, the group commitment returned by compute_group_commitment,
    an Element in G.
  - sig_shares, a set of signature shares z_i, Scalar values, for each signer,
    of length NUM_SIGNERS, where MIN_SIGNERS <= NUM_SIGNERS <= MAX_SIGNERS.

  Outputs: (R, z), a Schnorr signature consisting of an Element R and Scalar z.

  def aggregate(group_commitment, sig_shares):
    z = 0
    for z_i in sig_shares:
      z = z + z_i
    return (group_commitment, z)
]]></artwork>
        <t>The output signature (R, z) from the aggregation step MUST be encoded as follows
(using notation from <xref section="3" sectionFormat="of" target="TLS"/>):</t>
        <artwork><![CDATA[
  struct {
    opaque R_encoded[Ne];
    opaque z_encoded[Ns];
  } Signature;
]]></artwork>
        <t>Where Signature.R_encoded is <tt>G.SerializeElement(R)</tt> and Signature.z_encoded is
<tt>G.SerializeScalar(z)</tt>.</t>
      </section>
    </section>
    <section anchor="ciphersuites">
      <name>Ciphersuites</name>
      <t>A FROST ciphersuite must specify the underlying prime-order group details
and cryptographic hash function. Each ciphersuite is denoted as (Group, Hash),
e.g., (ristretto255, SHA-512). This section contains some ciphersuites.</t>
      <t>The RECOMMENDED ciphersuite is (ristretto255, SHA-512) <xref target="recommended-suite"/>.
The (Ed25519, SHA-512) ciphersuite is included for backwards compatibility
with <xref target="RFC8032"/>.</t>
      <t>The DeserializeElement and DeserializeScalar functions instantiated for a
particular prime-order group corresponding to a ciphersuite MUST adhere
to the description in <xref target="dep-pog"/>. Validation steps for these functions
are described for each the ciphersuites below. Future ciphersuites MUST
describe how input validation is done for DeserializeElement and DeserializeScalar.</t>
      <section anchor="frosted25519-sha-512">
        <name>FROST(Ed25519, SHA-512)</name>
        <t>This ciphersuite uses edwards25519 for the Group and SHA-512 for the Hash function <tt>H</tt>
meant to produce signatures indistinguishable from Ed25519 as specified in <xref target="RFC8032"/>.
The value of the contextString parameter is empty.</t>
        <ul spacing="normal">
          <li>
            <t>Group: edwards25519 <xref target="RFC8032"/>
            </t>
            <ul spacing="normal">
              <li>Order: 2^252 + 27742317777372353535851937790883648493 (see <xref target="RFC7748"/>)</li>
              <li>Identity: As defined in <xref target="RFC7748"/>.</li>
              <li>RandomScalar: Implemented by generating a random 32-byte string and invoking
DeserializeScalar on the result.</li>
              <li>RandomNonZeroScalar: Implemented by generating a random 32-byte string that
is not equal to the all-zero string and invoking DeserializeScalar on the result.</li>
              <li>SerializeElement: Implemented as specified in <xref section="5.1.2" sectionFormat="comma" target="RFC8032"/>.</li>
              <li>DeserializeElement: Implemented as specified in <xref section="5.1.3" sectionFormat="comma" target="RFC8032"/>.
Additionally, this function validates that the resulting element is not the group
identity element.</li>
              <li>SerializeScalar: Implemented by outputting the little-endian 32-byte encoding of
the Scalar value.</li>
              <li>DeserializeScalar: Implemented by attempting to deserialize a Scalar from a 32-byte
string. This function can fail if the input does not represent a Scalar between
the value 0 and <tt>G.Order() - 1</tt>.</li>
            </ul>
          </li>
          <li>
            <t>Hash (<tt>H</tt>): SHA-512, and Nh = 64.
            </t>
            <ul spacing="normal">
              <li>H1(m): Implemented by computing H("rho" || m), interpreting the lower
32 bytes as a little-endian integer, and reducing the resulting integer modulo
L = 2^252+27742317777372353535851937790883648493.</li>
              <li>H2(m): Implemented by computing H(m), interpreting the lower 32 bytes
as a little-endian integer, and reducing the resulting integer modulo
L = 2^252+27742317777372353535851937790883648493.</li>
              <li>H3(m): Implemented as an alias for H, i.e., H(m).</li>
              <li>H4(m): Implemented by computing H("nonce" || m), interpreting the lower
32 bytes as a little-endian integer, and reducing the resulting integer modulo
L = 2^252+27742317777372353535851937790883648493.</li>
            </ul>
          </li>
        </ul>
        <t>Normally H2 would also include a domain separator, but for backwards compatibility
with <xref target="RFC8032"/>, it is omitted.</t>
      </section>
      <section anchor="recommended-suite">
        <name>FROST(ristretto255, SHA-512)</name>
        <t>This ciphersuite uses ristretto255 for the Group and SHA-512 for the Hash function <tt>H</tt>.
The value of the contextString parameter is "FROST-RISTRETTO255-SHA512-v5".</t>
        <ul spacing="normal">
          <li>
            <t>Group: ristretto255 <xref target="RISTRETTO"/>
            </t>
            <ul spacing="normal">
              <li>Order: 2^252 + 27742317777372353535851937790883648493 (see <xref target="RISTRETTO"/>)</li>
              <li>Identity: As defined in <xref target="RISTRETTO"/>.</li>
              <li>RandomScalar: Implemented by generating a random 32-byte string and invoking
DeserializeScalar on the result.</li>
              <li>RandomNonZeroScalar: Implemented by generating a random 32-byte string that
is not equal to the all-zero string and invoking DeserializeScalar on the result.</li>
              <li>SerializeElement: Implemented using the 'Encode' function from <xref target="RISTRETTO"/>.</li>
              <li>DeserializeElement: Implemented using the 'Decode' function from <xref target="RISTRETTO"/>.</li>
              <li>SerializeScalar: Implemented by outputting the little-endian 32-byte encoding of
the Scalar value.</li>
              <li>DeserializeScalar: Implemented by attempting to deserialize a Scalar from a 32-byte
string. This function can fail if the input does not represent a Scalar between
the value 0 and <tt>G.Order() - 1</tt>.</li>
            </ul>
          </li>
          <li>
            <t>Hash (<tt>H</tt>): SHA-512, and Nh = 64.
            </t>
            <ul spacing="normal">
              <li>H1(m): Implemented by computing H(contextString || "rho" || m) and mapping the
output to a Scalar as described in <xref section="4.4" sectionFormat="comma" target="RISTRETTO"/>.</li>
              <li>H2(m): Implemented by computing H(contextString || "chal" || m) and mapping the
output to a Scalar as described in <xref section="4.4" sectionFormat="comma" target="RISTRETTO"/>.</li>
              <li>H3(m): Implemented by computing H(contextString || "digest" || m).</li>
              <li>H4(m): Implemented by computing H(contextString || "nonce" || m) and mapping the
output to a Scalar as described in <xref section="4.4" sectionFormat="comma" target="RISTRETTO"/>.</li>
            </ul>
          </li>
        </ul>
      </section>
      <section anchor="frosted448-shake256">
        <name>FROST(Ed448, SHAKE256)</name>
        <t>This ciphersuite uses edwards448 for the Group and SHAKE256 for the Hash function <tt>H</tt>
meant to produce signatures indistinguishable from Ed448 as specified in <xref target="RFC8032"/>.
The value of the contextString parameter is empty.</t>
        <ul spacing="normal">
          <li>
            <t>Group: edwards448 <xref target="RFC8032"/>
            </t>
            <ul spacing="normal">
              <li>Order: 2^446 - 13818066809895115352007386748515426880336692474882178609894547503885</li>
              <li>Identity: As defined in <xref target="RFC7748"/>.</li>
              <li>RandomScalar: Implemented by generating a random 48-byte string and invoking
DeserializeScalar on the result.</li>
              <li>RandomNonZeroScalar: Implemented by generating a random 48-byte string that
is not equal to the all-zero string and invoking DeserializeScalar on the result.</li>
              <li>SerializeElement: Implemented as specified in <xref section="5.2.2" sectionFormat="comma" target="RFC8032"/>.</li>
              <li>DeserializeElement: Implemented as specified in <xref section="5.2.3" sectionFormat="comma" target="RFC8032"/>.
Additionally, this function validates that the resulting element is not the group
identity element.</li>
              <li>SerializeScalar: Implemented by outputting the little-endian 48-byte encoding of
the Scalar value.</li>
              <li>DeserializeScalar: Implemented by attempting to deserialize a Scalar from a 48-byte
string. This function can fail if the input does not represent a Scalar between
the value 0 and <tt>G.Order() - 1</tt>.</li>
            </ul>
          </li>
          <li>
            <t>Hash (<tt>H</tt>): SHAKE256, and Nh = 117.
            </t>
            <ul spacing="normal">
              <li>H1(m): Implemented by computing H("rho" || m), interpreting the lower
57 bytes as a little-endian integer, and reducing the resulting integer modulo
L = 2^446 - 13818066809895115352007386748515426880336692474882178609894547503885.</li>
              <li>H2(m): Implemented by computing H(m), interpreting the lower 57 bytes
as a little-endian integer, and reducing the resulting integer modulo
L = 2^446 - 13818066809895115352007386748515426880336692474882178609894547503885.</li>
              <li>H3(m): Implemented as an alias for H, i.e., H(m).</li>
              <li>H4(m): Implemented by computing H("nonce" || m), interpreting the lower
57 bytes as a little-endian integer, and reducing the resulting integer modulo
L = 2^446 - 13818066809895115352007386748515426880336692474882178609894547503885.</li>
            </ul>
          </li>
        </ul>
        <t>Normally H2 would also include a domain separator, but for backwards compatibility
with <xref target="RFC8032"/>, it is omitted.</t>
      </section>
      <section anchor="frostp-256-sha-256">
        <name>FROST(P-256, SHA-256)</name>
        <t>This ciphersuite uses P-256 for the Group and SHA-256 for the Hash function <tt>H</tt>.
The value of the contextString parameter is "FROST-P256-SHA256-v5".</t>
        <ul spacing="normal">
          <li>
            <t>Group: P-256 (secp256r1) <xref target="x9.62"/>
            </t>
            <ul spacing="normal">
              <li>Order: 0xffffffff00000000ffffffffffffffffbce6faada7179e84f3b9cac2fc632551</li>
              <li>Identity: As defined in <xref target="x9.62"/>.</li>
              <li>RandomScalar: Implemented by generating a random 32-byte string and invoking
DeserializeScalar on the result.</li>
              <li>RandomNonZeroScalar: Implemented by generating a random 32-byte string that
is not equal to the all-zero string and invoking DeserializeScalar on the result.</li>
              <li>SerializeElement: Implemented using the compressed Elliptic-Curve-Point-to-Octet-String
method according to <xref target="SECG"/>.</li>
              <li>DeserializeElement: Implemented by attempting to deserialize a public key using
the compressed Octet-String-to-Elliptic-Curve-Point method according to <xref target="SECG"/>,
and then performs partial public-key validation as defined in section 5.6.2.3.4 of
<xref target="KEYAGREEMENT"/>. This includes checking that the
coordinates of the resulting point are in the correct range, that the point is on
the curve, and that the point is not the point at infinity. Additionally, this function
validates  that the resulting element is not the group identity element.
If these checks fail, deserialization returns an error.</li>
              <li>SerializeScalar: Implemented using the Field-Element-to-Octet-String conversion
according to <xref target="SECG"/>.</li>
              <li>DeserializeScalar: Implemented by attempting to deserialize a Scalar from a 32-byte
string using Octet-String-to-Field-Element from <xref target="SECG"/>. This function can fail if the
input does not represent a Scalar between the value 0 and <tt>G.Order() - 1</tt>.</li>
            </ul>
          </li>
          <li>
            <t>Hash (<tt>H</tt>): SHA-256, and Nh = 32.
            </t>
            <ul spacing="normal">
              <li>H1(m): Implemented using hash_to_field from <xref section="5.3" sectionFormat="comma" target="HASH-TO-CURVE"/>
using L = 48, <tt>expand_message_xmd</tt> with SHA-256, DST = contextString || "rho", and
prime modulus equal to <tt>Order()</tt>.</li>
              <li>H2(m): Implemented using hash_to_field from <xref section="5.3" sectionFormat="comma" target="HASH-TO-CURVE"/>
using L = 48, <tt>expand_message_xmd</tt> with SHA-256, DST = contextString || "chal", and
prime modulus equal to <tt>Order()</tt>.</li>
              <li>H3(m): Implemented by computing H(contextString || "digest" || m).</li>
              <li>H4(m): Implemented using hash_to_field from <xref section="5.3" sectionFormat="comma" target="HASH-TO-CURVE"/>
using L = 48, <tt>expand_message_xmd</tt> with SHA-256, DST = contextString || "nonce", and
prime modulus equal to <tt>Order()</tt>.</li>
            </ul>
          </li>
        </ul>
      </section>
    </section>
    <section anchor="sec-considerations">
      <name>Security Considerations</name>
      <t>A security analysis of FROST exists in <xref target="FROST20"/> and <xref target="Schnorr21"/>. The protocol as specified
in this document assumes the following threat model.</t>
      <ul spacing="normal">
        <li>Trusted dealer. The dealer that performs key generation is trusted to follow
the protocol, although participants still are able to verify the consistency of their
shares via a VSS (verifiable secret sharing) step; see <xref target="dep-vss"/>.</li>
        <li>Unforgeability assuming at most <tt>(MIN_SIGNERS-1)</tt> corrupted signers. So long as an adversary
corrupts fewer than <tt>MIN_SIGNERS</tt> participants, the scheme remains secure against Existential
Unforgeability Under Chosen Message Attack (EUF-CMA) attacks, as defined in <xref target="BonehShoup"/>,
Definition 13.2.</li>
        <li>Coordinator. We assume the Coordinator at the time of signing does not perform a
denial of service attack. A denial of service would include any action which either
prevents the protocol from completing or causing the resulting signature to be invalid.
Such actions for the latter include sending inconsistent values to signing participants,
such as messages or the set of individual commitments. Note that the Coordinator
is <em>not</em> trusted with any private information and communication at the time of signing
can be performed over a public but reliable channel.</li>
      </ul>
      <t>The protocol as specified in this document does not target the following goals:</t>
      <ul spacing="normal">
        <li>Post quantum security. FROST, like plain Schnorr signatures, requires the hardness of the Discrete Logarithm Problem.</li>
        <li>Robustness. In the case of failure, FROST requires aborting the protocol.</li>
        <li>Downgrade prevention. All participants in the protocol are assumed to agree on what algorithms to use.</li>
        <li>Metadata protection. If protection for metadata is desired, a higher-level communication
channel can be used to facilitate key generation and signing.</li>
      </ul>
      <t>The rest of this section documents issues particular to implementations or deployments.</t>
      <section anchor="nonce-reuse-attacks">
        <name>Nonce Reuse Attacks</name>
        <t>Nonces generated by each participant in the first round of signing must be sampled
uniformly at random and cannot be derived from some deterministic function. This
is to avoid replay attacks initiated by other signers, which allows for a complete
key-recovery attack. The Coordinator MAY further hedge against nonce reuse attacks by
tracking signer nonce commitments used for a given group key, at the cost of additional
state.</t>
      </section>
      <section anchor="protocol-failures">
        <name>Protocol Failures</name>
        <t>We do not specify what implementations should do when the protocol fails, other than requiring that
the protocol abort. Examples of viable failure include when a verification check returns invalid or
if the underlying transport failed to deliver the required messages.</t>
      </section>
      <section anchor="no-coordinator">
        <name>Removing the Coordinator Role</name>
        <t>In some settings, it may be desirable to omit the role of the Coordinator entirely.
Doing so does not change the security implications of FROST, but instead simply
requires each participant to communicate with all other participants. We loosely
describe how to perform FROST signing among signers without this coordinator role.
We assume that every participant receives as input from an external source the
message to be signed prior to performing the protocol.</t>
        <t>Every participant begins by performing <tt>commit()</tt> as is done in the setting
where a Coordinator is used. However, instead of sending the commitment
to the Coordinator, every participant instead will publish
this commitment to every other participant. Then, in the second round, signers will already have
sufficient information to perform signing. They will directly perform <tt>sign</tt>.
All participants will then publish their signature shares to one another. After having
received all signature shares from all other signers, each signer will then perform
<tt>verify_signature_share</tt> and then <tt>aggregate</tt> directly.</t>
        <t>The requirements for the underlying network channel remain the same in the setting
where all participants play the role of the Coordinator, in that all messages that
are exchanged are public and so the channel simply must be reliable. However, in
the setting that a player attempts to split the view of all other players by
sending disjoint values to a subset of players, the signing operation will output
an invalid signature. To avoid this denial of service, implementations may wish
to define a mechanism where messages are authenticated, so that cheating players
can be identified and excluded.</t>
      </section>
      <section anchor="message-validation">
        <name>Input Message Validation</name>
        <t>Some applications may require that signers only process messages of a certain
structure. For example, in digital currency applications wherein multiple
signers may collectively sign a transaction, it is reasonable to require that
each signer check the input message to be a syntactically valid transaction.
As another example, use of threshold signatures in TLS <xref target="TLS"/> to produce
signatures of transcript hashes might require that signers check that the input
message is a valid TLS transcript from which the corresponding transcript hash
can be derived.</t>
        <t>In general, input message validation is an application-specific consideration
that varies based on the use case and threat model. However, it is RECOMMENDED
that applications take additional precautions and validate inputs so that signers
do not operate as signing oracles for arbitrary messages.</t>
      </section>
    </section>
    <section anchor="contributors">
      <name>Contributors</name>
      <ul spacing="normal">
        <li>Isis Lovecruft</li>
        <li>T. Wilson-Brown</li>
        <li>Alden Torres</li>
      </ul>
    </section>
  </middle>
  <back>
    <references>
      <name>References</name>
      <references>
        <name>Normative References</name>
        <reference anchor="x9.62">
          <front>
            <title>Public Key Cryptography for the Financial Services Industry: the Elliptic Curve Digital Signature Algorithm (ECDSA)</title>
            <seriesInfo name="ANSI" value="X9.62-1998"/>
            <author>
              <organization>ANSI</organization>
            </author>
            <date year="1998" month="September"/>
          </front>
        </reference>
        <reference anchor="SECG" target="https://secg.org/sec1-v2.pdf">
          <front>
            <title>Elliptic Curve Cryptography, Standards for Efficient Cryptography Group, ver. 2</title>
            <author>
              <organization/>
            </author>
            <date year="2009"/>
          </front>
        </reference>
        <reference anchor="RFC8032">
          <front>
            <title>Edwards-Curve Digital Signature Algorithm (EdDSA)</title>
            <seriesInfo name="DOI" value="10.17487/RFC8032"/>
            <seriesInfo name="RFC" value="8032"/>
            <author fullname="S. Josefsson" initials="S." surname="Josefsson">
              <organization/>
            </author>
            <author fullname="I. Liusvaara" initials="I." surname="Liusvaara">
              <organization/>
            </author>
            <date month="January" year="2017"/>
            <abstract>
              <t>This document describes elliptic curve signature scheme Edwards-curve Digital Signature Algorithm (EdDSA).  The algorithm is instantiated with recommended parameters for the edwards25519 and edwards448 curves.  An example implementation and test vectors are provided.</t>
            </abstract>
          </front>
        </reference>
        <reference anchor="RFC2119">
          <front>
            <title>Key words for use in RFCs to Indicate Requirement Levels</title>
            <seriesInfo name="DOI" value="10.17487/RFC2119"/>
            <seriesInfo name="RFC" value="2119"/>
            <seriesInfo name="BCP" value="14"/>
            <author fullname="S. Bradner" initials="S." surname="Bradner">
              <organization/>
            </author>
            <date month="March" year="1997"/>
            <abstract>
              <t>In many standards track documents several words are used to signify the requirements in the specification.  These words are often capitalized. This document defines these words as they should be interpreted in IETF documents.  This document specifies an Internet Best Current Practices for the Internet Community, and requests discussion and suggestions for improvements.</t>
            </abstract>
          </front>
        </reference>
        <reference anchor="RFC8174">
          <front>
            <title>Ambiguity of Uppercase vs Lowercase in RFC 2119 Key Words</title>
            <seriesInfo name="DOI" value="10.17487/RFC8174"/>
            <seriesInfo name="RFC" value="8174"/>
            <seriesInfo name="BCP" value="14"/>
            <author fullname="B. Leiba" initials="B." surname="Leiba">
              <organization/>
            </author>
            <date month="May" year="2017"/>
            <abstract>
              <t>RFC 2119 specifies common key words that may be used in protocol  specifications.  This document aims to reduce the ambiguity by clarifying that only UPPERCASE usage of the key words have the  defined special meanings.</t>
            </abstract>
          </front>
        </reference>
        <reference anchor="RISTRETTO">
          <front>
            <title>The ristretto255 and decaf448 Groups</title>
            <seriesInfo name="Internet-Draft" value="draft-irtf-cfrg-ristretto255-decaf448-03"/>
            <author fullname="Henry de Valence">
	 </author>
            <author fullname="Jack Grigg">
	 </author>
            <author fullname="Mike Hamburg">
	 </author>
            <author fullname="Isis Lovecruft">
	 </author>
            <author fullname="George Tankersley">
	 </author>
            <author fullname="Filippo Valsorda">
	 </author>
            <date day="25" month="February" year="2022"/>
            <abstract>
              <t>   This memo specifies two prime-order groups, ristretto255 and
   decaf448, suitable for safely implementing higher-level and complex
   cryptographic protocols.  The ristretto255 group can be implemented
   using Curve25519, allowing existing Curve25519 implementations to be
   reused and extended to provide a prime-order group.  Likewise, the
   decaf448 group can be implemented using edwards448.

              </t>
            </abstract>
          </front>
        </reference>
        <reference anchor="KEYAGREEMENT">
          <front>
            <title>Recommendation for pair-wise key-establishment schemes using discrete logarithm cryptography</title>
            <seriesInfo name="DOI" value="10.6028/nist.sp.800-56ar3"/>
            <seriesInfo name="National Institute of Standards and Technology" value="report"/>
            <author fullname="Elaine Barker" initials="E." surname="Barker">
              <organization/>
            </author>
            <author fullname="Lily Chen" initials="L." surname="Chen">
              <organization/>
            </author>
            <author fullname="Allen Roginsky" initials="A." surname="Roginsky">
              <organization/>
            </author>
            <author fullname="Apostol Vassilev" initials="A." surname="Vassilev">
              <organization/>
            </author>
            <author fullname="Richard Davis" initials="R." surname="Davis">
              <organization/>
            </author>
            <date month="April" year="2018"/>
          </front>
        </reference>
        <reference anchor="HASH-TO-CURVE">
          <front>
            <title>Hashing to Elliptic Curves</title>
            <seriesInfo name="Internet-Draft" value="draft-irtf-cfrg-hash-to-curve-14"/>
            <author fullname="Armando Faz-Hernandez">
              <organization>Cloudflare, Inc.</organization>
            </author>
            <author fullname="Sam Scott">
              <organization>Cornell Tech</organization>
            </author>
            <author fullname="Nick Sullivan">
              <organization>Cloudflare, Inc.</organization>
            </author>
            <author fullname="Riad S. Wahby">
              <organization>Stanford University</organization>
            </author>
            <author fullname="Christopher A. Wood">
              <organization>Cloudflare, Inc.</organization>
            </author>
            <date day="18" month="February" year="2022"/>
            <abstract>
              <t>   This document specifies a number of algorithms for encoding or
   hashing an arbitrary string to a point on an elliptic curve.  This
   document is a product of the Crypto Forum Research Group (CFRG) in
   the IRTF.

              </t>
            </abstract>
          </front>
        </reference>
      </references>
      <references>
        <name>Informative References</name>
        <reference anchor="FROST20" target="https://eprint.iacr.org/2020/852.pdf">
          <front>
            <title>Two-Round Threshold Signatures with FROST</title>
            <author initials="C." surname="Komlo" fullname="Chelsea Komlo">
              <organization/>
            </author>
            <author initials="I." surname="Goldberg" fullname="Ian Goldberg">
              <organization/>
            </author>
            <date year="2020" month="December" day="22"/>
          </front>
        </reference>
        <reference anchor="Schnorr21" target="https://eprint.iacr.org/2021/1375">
          <front>
            <title>How to Prove Schnorr Assuming Schnorr</title>
            <author initials="E." surname="Crites" fullname="Elizabeth Crites">
              <organization/>
            </author>
            <author initials="C." surname="Komlo" fullname="Chelsea Komlo">
              <organization/>
            </author>
            <author initials="M." surname="Maller" fullname="Mary Maller">
              <organization/>
            </author>
            <date year="2021" month="October" day="11"/>
          </front>
        </reference>
        <reference anchor="BonehShoup" target="http://toc.cryptobook.us/book.pdf">
          <front>
            <title>A Graduate Course in Applied Cryptography</title>
            <author initials="D." surname="Boneh" fullname="Dan Boneh">
              <organization/>
            </author>
            <author initials="V." surname="Shoup" fullname="Victor Shoup">
              <organization/>
            </author>
            <date year="2020" month="January"/>
          </front>
        </reference>
        <reference anchor="RFC4086">
          <front>
            <title>Randomness Requirements for Security</title>
            <seriesInfo name="DOI" value="10.17487/RFC4086"/>
            <seriesInfo name="RFC" value="4086"/>
            <seriesInfo name="BCP" value="106"/>
            <author fullname="D. Eastlake 3rd" initials="D." surname="Eastlake 3rd">
              <organization/>
            </author>
            <author fullname="J. Schiller" initials="J." surname="Schiller">
              <organization/>
            </author>
            <author fullname="S. Crocker" initials="S." surname="Crocker">
              <organization/>
            </author>
            <date month="June" year="2005"/>
            <abstract>
              <t>Security systems are built on strong cryptographic algorithms that foil pattern analysis attempts.  However, the security of these systems is dependent on generating secret quantities for passwords, cryptographic keys, and similar quantities.  The use of pseudo-random processes to generate secret quantities can result in pseudo-security. A sophisticated attacker may find it easier to reproduce the environment that produced the secret quantities and to search the resulting small set of possibilities than to locate the quantities in the whole of the potential number space.</t>
              <t>Choosing random quantities to foil a resourceful and motivated adversary is surprisingly difficult.  This document points out many pitfalls in using poor entropy sources or traditional pseudo-random number generation techniques for generating such quantities.  It recommends the use of truly random hardware techniques and shows that the existing hardware on many systems can be used for this purpose. It provides suggestions to ameliorate the problem when a hardware solution is not available, and it gives examples of how large such quantities need to be for some applications.  This document specifies an Internet Best Current Practices for the Internet Community, and requests discussion and suggestions for improvements.</t>
            </abstract>
          </front>
        </reference>
        <reference anchor="RFC7748">
          <front>
            <title>Elliptic Curves for Security</title>
            <seriesInfo name="DOI" value="10.17487/RFC7748"/>
            <seriesInfo name="RFC" value="7748"/>
            <author fullname="A. Langley" initials="A." surname="Langley">
              <organization/>
            </author>
            <author fullname="M. Hamburg" initials="M." surname="Hamburg">
              <organization/>
            </author>
            <author fullname="S. Turner" initials="S." surname="Turner">
              <organization/>
            </author>
            <date month="January" year="2016"/>
            <abstract>
              <t>This memo specifies two elliptic curves over prime fields that offer a high level of practical security in cryptographic applications, including Transport Layer Security (TLS).  These curves are intended to operate at the ~128-bit and ~224-bit security level, respectively, and are generated deterministically based on a list of required properties.</t>
            </abstract>
          </front>
        </reference>
        <reference anchor="TLS">
          <front>
            <title>The Transport Layer Security (TLS) Protocol Version 1.3</title>
            <seriesInfo name="DOI" value="10.17487/RFC8446"/>
            <seriesInfo name="RFC" value="8446"/>
            <author fullname="E. Rescorla" initials="E." surname="Rescorla">
              <organization/>
            </author>
            <date month="August" year="2018"/>
            <abstract>
              <t>This document specifies version 1.3 of the Transport Layer Security (TLS) protocol.  TLS allows client/server applications to communicate over the Internet in a way that is designed to prevent eavesdropping, tampering, and message forgery.</t>
              <t>This document updates RFCs 5705 and 6066, and obsoletes RFCs 5077, 5246, and 6961.  This document also specifies new requirements for TLS 1.2 implementations.</t>
            </abstract>
          </front>
        </reference>
      </references>
    </references>
    <section anchor="acknowledgments">
      <name>Acknowledgments</name>
      <t>This document was improved based on input and contributions by the Zcash Foundation engineering team.</t>
    </section>
    <section anchor="dep-dealer">
      <name>Trusted Dealer Key Generation</name>
      <t>One possible key generation mechanism is to depend on a trusted dealer, wherein the
dealer generates a group secret <tt>s</tt> uniformly at random and uses Shamir and Verifiable
Secret Sharing as described in <xref target="dep-shamir"/> and <xref target="dep-vss"/> to create secret
shares of <tt>s</tt> to be sent to all other participants. We highlight at a high level how this
operation can be performed.</t>
      <t>The dealer is trusted to 1) generate good randomness, and 2) delete secret values after distributing shares to each participant,
and 3) keep secret values confidential.</t>
      <artwork><![CDATA[
  Inputs:
  - s, a group secret, Scalar, that MUST be derived from at least Ns bytes of entropy
  - MAX_SIGNERS, the number of shares to generate, an integer
  - MIN_SIGNERS, the threshold of the secret sharing scheme, an integer

  Outputs:
  - signer_private_keys, MAX_SIGNERS shares of the secret key s, each a Scalar value.
  - vss_commitment, a vector commitment of Elements in G, to each of the coefficients
    in the polynomial defined by secret_key_shares and whose constant term is
    G.ScalarBaseMult(s).

  def trusted_dealer_keygen(s, MAX_SIGNERS, MIN_SIGNERS):
    signer_private_keys, coefficients = secret_share_shard(secret_key, MAX_SIGNERS, MIN_SIGNERS)
    vss_commitment = vss_commit(coefficients):
    PK = G.ScalarBaseMult(secret_key)
    return signer_private_keys, vss_commitment
]]></artwork>
      <t>It is assumed the dealer then sends one secret key share to each of the NUM_SIGNERS participants, along with <tt>C</tt>.
After receiving their secret key share and <tt>C</tt>, participants MUST abort if they do not have the same view of <tt>C</tt>.
Otheriwise, each participant MUST perform <tt>vss_verify(secret_key_share_i, C)</tt>, and abort if the check fails.
The trusted dealer MUST delete the secret_key and secret_key_shares upon completion.</t>
      <t>Use of this method for key generation requires a mutually authenticated secure channel
between the dealer and participants to send secret key shares, wherein the channel provides confidentiality
and integrity. Mutually authenticated TLS is one possible deployment option.</t>
      <section anchor="dep-shamir">
        <name>Shamir Secret Sharing</name>
        <t>In Shamir secret sharing, a dealer distributes a secret <tt>Scalar</tt> <tt>s</tt> to <tt>n</tt> participants
in such a way that any cooperating subset of <tt>MIN_SIGNERS</tt> participants can recover the
secret. There are two basic steps in this scheme: (1) splitting a secret into
multiple shares, and (2) combining shares to reveal the resulting secret.</t>
        <t>This secret sharing scheme works over any field <tt>F</tt>. In this specification, <tt>F</tt> is
the scalar field of the prime-order group <tt>G</tt>.</t>
        <t>The procedure for splitting a secret into shares is as follows.</t>
        <artwork><![CDATA[
  secret_share_shard(s, MAX_SIGNERS, MIN_SIGNERS):

  Inputs:
  - s, secret value to be shared, a Scalar
  - MAX_SIGNERS, the number of shares to generate, an integer
  - MIN_SIGNERS, the threshold of the secret sharing scheme, an integer

  Outputs:
  - secret_key_shares, A list of MAX_SIGNERS number of secret shares, which is a tuple
    consisting of the participant identifier and the key share, each of which is a Scalar
  - coefficients, a vector of the t coefficients which uniquely determine
    a polynomial f.

  Errors:
  - "invalid parameters", if MIN_SIGNERS > MAX_SIGNERS or if MIN_SIGNERS is less than 2

  def secret_share_shard(s, MAX_SIGNERS, MIN_SIGNERS):
    if MIN_SIGNERS > MAX_SIGNERS:
      raise "invalid parameters"
    if MIN_SIGNERS < 2:
      raise "invalid parameters"

    # Generate random coefficients for the polynomial, yielding
    # a polynomial of degree (MIN_SIGNERS - 1)
    coefficients = [s]
    for i in range(1, MIN_SIGNERS):
      coefficients.append(G.RandomScalar())

    # Evaluate the polynomial for each point x=1,...,n
    secret_key_shares = []
    for x_i in range(1, MAX_SIGNERS + 1):
      y_i = polynomial_evaluate(x_i, coefficients)
      secret_key_share_i = (x_i, y_i)
      secret_key_share.append(secret_key_share_i)
    return secret_key_shares, coefficients
]]></artwork>
        <t>Let <tt>points</tt> be the output of this function. The i-th element in <tt>points</tt> is
the share for the i-th participant, which is the randomly generated polynomial
evaluated at coordinate <tt>i</tt>. We denote a secret share as the tuple <tt>(i, points[i])</tt>,
and the list of these shares as <tt>shares</tt>.
<tt>i</tt> MUST never equal <tt>0</tt>; recall that <tt>f(0) = s</tt>, where <tt>f</tt> is the polynomial defined in a Shamir secret sharing operation.</t>
        <t>The procedure for combining a <tt>shares</tt> list of length <tt>MIN_SIGNERS</tt> to recover the
secret <tt>s</tt> is as follows.</t>
        <artwork><![CDATA[
  secret_share_combine(shares):

  Inputs:
  - shares, a list of at minimum MIN_SIGNERS secret shares, each a tuple (i, f(i))

  Outputs: The resulting secret s, a Scalar, that was previously split into shares

  Errors:
  - "invalid parameters", if less than MIN_SIGNERS input shares are provided

  def secret_share_combine(shares):
    if len(shares) < MIN_SIGNERS:
      raise "invalid parameters"
    s = polynomial_interpolation(shares)
    return s
]]></artwork>
      </section>
      <section anchor="dep-vss">
        <name>Verifiable Secret Sharing</name>
        <t>Feldman's Verifiable Secret Sharing (VSS) builds upon Shamir secret sharing,
adding a verification step to demonstrate the consistency of a participant's
share with a public commitment to the polynomial <tt>f</tt> for which the secret <tt>s</tt>
is the constant term. This check ensure that all participants have a point
(their share) on the same polynomial, ensuring that they can later reconstruct
the correct secret.</t>
        <t>The procedure for committing to a polynomial <tt>f</tt> of degree <tt>MIN_SIGNERS-1</tt> is as follows.</t>
        <artwork><![CDATA[
  vss_commit(coeffs):

  Inputs:
  - coeffs, a vector of the MIN_SIGNERS coefficients which uniquely determine
  a polynomial f.

  Outputs: a commitment vss_commitment, which is a vector commitment to each of the
  coefficients in coeffs, where each element of the vector commitment is an `Element` in `G`.

  def vss_commit(coeffs):
    vss_commitment = []
    for coeff in coeffs:
      A_i = G.ScalarBaseMult(coeff)
      vss_commitment.append(A_i)
    return vss_commitment
]]></artwork>
        <t>The procedure for verification of a participant's share is as follows.
If <tt>vss_verify</tt> fails, the participant MUST abort the protocol, and failure should be investigated out of band.</t>
        <artwork><![CDATA[
  vss_verify(share_i, vss_commitment):

  Inputs:
  - share_i: A tuple of the form (i, sk_i), where i indicates the participant
    identifier, and sk_i the participant's secret key, a secret share of the
    constant term of f, where sk_i is a Scalar.
  - vss_commitment: A VSS commitment to a secret polynomial f, a vector commitment
    to each of the coefficients in coeffs, where each element of the vector commitment
    is an Element

  Outputs: 1 if sk_i is valid, and 0 otherwise

  vss_verify(share_i, commitment)
    (i, sk_i) = share_i
    S_i = ScalarBaseMult(sk_i)
    S_i' = G.Identity()
    for j in range(0, MIN_SIGNERS-1):
      S_i' += vss_commitment[j] * i^j
    if S_i == S_i':
      return 1
    return 0
]]></artwork>
        <t>We now define how the Coordinator and signing participants can derive group info,
which is an input into the FROST signing protocol.</t>
        <artwork><![CDATA[
    derive_group_info(MAX_SIGNERS, MIN_SIGNERS, vss_commitment):

    Inputs:
    - MAX_SIGNERS, the number of shares to generate, an integer
    - MIN_SIGNERS, the threshold of the secret sharing scheme, an integer
    - vss_commitment: A VSS commitment to a secret polynomial f, a vector commitment to each of the
    coefficients in coeffs, where each element of the vector commitment is an Element in G.

    Outputs:
    - PK, the public key representing the group, an Element.
    - signer_public_keys, a list of MAX_SIGNERS public keys PK_i for i=1,...,MAX_SIGNERS,
      where each PK_i is the public key, an Element, for participant i.

    derive_group_info(MAX_SIGNERS, MIN_SIGNERS, vss_commitment)
      PK = vss_commitment[0]
      signer_public_keys = []
      for i in range(1, MAX_SIGNERS+1):
        PK_i = G.Identity()
        for j in range(0, MIN_SIGNERS):
          PK_i += vss_commitment[j] * i^j
        signer_public_keys.append(PK_i)
      return PK, signer_public_keys
]]></artwork>
      </section>
    </section>
    <section anchor="test-vectors">
      <name>Test Vectors</name>
      <t>This section contains test vectors for all ciphersuites listed in <xref target="ciphersuites"/>.
All <tt>Element</tt> and <tt>Scalar</tt> values are represented in serialized form and encoded in
hexadecimal strings. Signatures are represented as the concatenation of their
constituent parts. The input message to be signed is also encoded as a hexadecimal
string.</t>
      <t>Each test vector consists of the following information.</t>
      <ul spacing="normal">
        <li>Configuration: This lists the fixed parameters for the particular instantiation
of FROST, including MAX_SIGNERS, MIN_SIGNERS, and NUM_SIGNERS.</li>
        <li>Group input parameters: This lists the group secret key and shared public key,
generated by a trusted dealer as described in <xref target="dep-dealer"/>, as well as the
input message to be signed. All values are encoded as hexadecimal strings.</li>
        <li>Signer input parameters: This lists the signing key share for each of the
NUM_SIGNERS signers.</li>
        <li>Round one parameters and outputs: This lists the NUM_SIGNERS participants engaged
in the protocol, identified by their integer identifier, the hiding and binding commitment
values produced in <xref target="frost-round-one"/>, as well as the resulting group binding factor input,
computed in part from the group commitment list encoded as described in <xref target="dep-encoding"/>,
and group binding factor as computed in <xref target="frost-round-two"/>).</li>
        <li>Round two parameters and outputs: This lists the NUM_SIGNERS participants engaged
in the protocol, identified by their integer identifier, along with their corresponding
output signature share as produced in <xref target="frost-round-two"/>.</li>
        <li>Final output: This lists the aggregate signature as produced in <xref target="frost-aggregation"/>.</li>
      </ul>
      <section anchor="frosted25519-sha-512-1">
        <name>FROST(Ed25519, SHA-512)</name>
        <artwork><![CDATA[
// Configuration information
MAX_SIGNERS: 3
MIN_SIGNERS: 2
NUM_SIGNERS: 2

// Group input parameters
group_secret_key: 7b1c33d3f5291d85de664833beb1ad469f7fb6025a0ec78b3a7
90c6e13a98304
group_public_key: 15d21ccd7ee42959562fc8aa63224c8851fb3ec85a3faf66040
d380fb9738673
message: 74657374

// Signer input parameters
S1 signer_share: 929dcc590407aae7d388761cddb0c0db6f5627aea8e217f4a033
f2ec83d93509
S2 signer_share: a91e66e012e4364ac9aaa405fcafd370402d9859f7b6685c07ee
d76bf409e80d
S3 signer_share: d3cb090a075eb154e82fdb4b3cb507f110040905468bb9c46da8
bdea643a9a02

// Round one parameters
participants: 1,3
group_binding_factor_input: 000165600ffa0fa6af339deb0c9237e60defc4444
c90c117351916bb56d46d0e4a866c0f71de419ec78fad43cdd8075386f8dc88b6c29b
51164d0ea80f83b838b5ec00030240580b6b54457ffe21200a16dad7b23532739340b
46cbbb75257ae1ee176855fdea859ce7a61dae083a3d3de4e3ca5133c18a7d856442f
223c55934bfbc7d7ee26b0dd4af7e749aa1a8ee3c10ae9923f618980772e473f8819a
5d4940e0db27ac185f8a0e1d5f84f88bc887fd67b143732c304cc5fa9ad8e6f57f500
28a8ff
group_binding_factor: d715d01b68ed6744820dfe5630e7d51e986fb5dd0a8d0c1
6547d5382e9afeb0f

// Signer round one outputs
S1 hiding_nonce: 8c76af04340e83bb5fc427c117d38347fc8ef86d5397feea9aa6
412d96c05b0a
S1 binding_nonce: 14a37ddbeae8d9e9687369e5eb3c6d54f03dc19d76bb54fb542
5131bc37a600b
S1 hiding_nonce_commitment: 65600ffa0fa6af339deb0c9237e60defc4444c90c
117351916bb56d46d0e4a86
S1 binding_nonce_commitment: 6c0f71de419ec78fad43cdd8075386f8dc88b6c2
9b51164d0ea80f83b838b5ec
S3 hiding_nonce: 5ca39ebab6874f5e7b5089f3521819a2aa1e2cf738bae6974ee8
0555de2ef70e
S3 binding_nonce: 0afe3650c4815ff37becd3c6948066e906e929ea9b8f546c74e
10002dbcc150c
S3 hiding_nonce_commitment: 0240580b6b54457ffe21200a16dad7b2353273934
0b46cbbb75257ae1ee17685
S3 binding_nonce_commitment: 5fdea859ce7a61dae083a3d3de4e3ca5133c18a7
d856442f223c55934bfbc7d7

// Round two parameters
participants: 1,3

// Signer round two outputs
S1 sig_share: 4369474a398aa10357b60d683da91ea6a767dcf53fd541a8ed6b4d7
80827ea0a
S3 sig_share: 32fcc690d926075e45d2dfb746bab71447943cddbefe80d122c3917
4aa2e1004

sig: 2b8d9c6995333c5990e3a3dd6568785539d3322f7f0376452487ea35cfda587b
75650edb12b1a8619c88ed1f8463d6baeefb18d3fed3c279102fdfecb255fa0e
]]></artwork>
      </section>
      <section anchor="frosted448-shake256-1">
        <name>FROST(Ed448, SHAKE256)</name>
        <artwork><![CDATA[
// Configuration information
MAX_SIGNERS: 3
MIN_SIGNERS: 2
NUM_SIGNERS: 2

// Group input parameters
group_secret_key: 6298e1eef3c379392caaed061ed8a31033c9e9e3420726f23b4
04158a401cd9df24632adfe6b418dc942d8a091817dd8bd70e1c72ba52f3c00
group_public_key: 1588564c56a8edb53b55399df5b65fd2abe777717baa2ef440b
13fe13b7ce077347f5e4346ab4475f9258fb947978b0123884832a46c6be800
message: 74657374

// Signer input parameters
S1 signer_share: 4a2b2f5858a932ad3d3b18bd16e76ced3070d72fd79ae4402df2
01f525e754716a1bc1b87a502297f2a99d89ea054e0018eb55d39562fd0100
S2 signer_share: 2503d56c4f516444a45b080182b8a2ebbe4d9b2ab509f25308c8
8c0ea7ccdc44e2ef4fc4f63403a11b116372438a1e287265cadeff1fcb0700
S3 signer_share: 00db7a8146f995db0a7cf844ed89d8e94c2b5f259378ff66e39d
172828b264185ac4decf7219e4aa4478285b9c0eef4fccdf3eea69dd980d00

// Round one parameters
participants: 1,3
group_binding_factor_input: 0001473d732afb8ee9647e1ace23bf148a099c356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group_binding_factor: f5e7fa47177f80fab386db6caa1cc43908152857480ddd3
7234ceba39bf741e17df4ea8d174c978ea22e1ce46bd0466b83a51be0daf3123000

// Signer round one outputs
S1 hiding_nonce: 2e5150a128bc7a396a1b0cc1f1f1fdc056a4cba6ee1abbfd7515
18cc1558209d7ba5464d4cb93e8fc1ae5a5bd2ecc479dd005ecfad19523300
S1 binding_nonce: 94745d0ad6abba6ae42d869e42a513a587a6627ab026a832f5e
f0cee24f439e0045b99795b26853f3812d839a6fdc2f9602ef74e5b39052900
S1 hiding_nonce_commitment: 473d732afb8ee9647e1ace23bf148a099c356e964
b3a22652c89008792d6a699a9db4b830b100ce16ddef6d9780d1f8b2c099dc9a40c82
7a00
S1 binding_nonce_commitment: 25a10958a534d96765609b368f35b6d36cd45db6
c5fbc00aee224671b2a37fe736dbadfb5e67161b4184d1628b378bdde07afc49a3630
0ec00
S3 hiding_nonce: ad1dfc11fd6b70c67544f63d431e7158b27157a8f794b3db03fa
4c3f06c034d115864964cc8ccff0825e17bc717ed01185a06adcfa995d3400
S3 binding_nonce: 3c4c254def4d85abd5bad3d9b50208c9c5da934c5ec14c4c004
a8e86e49f351543c14305172b6f3f429ed1c268abfbeae718aeeb90793f0200
S3 hiding_nonce_commitment: b80d36d789a1bbc65e6855067b90526cbe81d0bf3
da05054594c5f05884db4c002c7794b139399b68591424803611332b9eaf8517b4475
dc80
S3 binding_nonce_commitment: 445f70b75b6b9530601a229be805a64529e074f6
901788e6cfad2614d50d6c9f1f94c6c34a180b345953636b9834b9bc6b6faa569d1ff
f5000

// Round two parameters
participants: 1,3

// Signer round two outputs
S1 sig_share: 3df924a06903772f1c3098d98bb708bd2462011e64f184d455bea8f
5eada8a421c02538fb8fe205ac533b17870e4e3db005dddd47722e40900
S3 sig_share: 4416c13f953466f268afce361518db4b11d61639d26a36496371e11
22a1eae0a26fd863135ccc5f56799643d4039067fac11775f983bf02100

sig: c5b1a31ec5a998f190a30bf9f3023aae73cadcfbf0c7781a946b39d0f0e7ee43
90f46f11d540825e05bbd82fc6415f175f9a0302af3c131880810fe6dffe37dd2185d
f6610a1cfe30836381857365cbb1db92f8a0815f9384d42ffd9c0edcae64f2dcd15b6
b01dea5aad6e5434105ed42b00
]]></artwork>
      </section>
      <section anchor="frostristretto255-sha-512">
        <name>FROST(ristretto255, SHA-512)</name>
        <artwork><![CDATA[
// Configuration information
MAX_SIGNERS: 3
MIN_SIGNERS: 2
NUM_SIGNERS: 2

// Group input parameters
group_secret_key: 1b25a55e463cfd15cf14a5d3acc3d15053f08da49c8afcf3ab2
65f2ebc4f970b
group_public_key: e2a62f39eede11269e3bd5a7d97554f5ca384f9f6d3dd9c3c0d
05083c7254f57
message: 74657374

// Signer input parameters
S1 signer_share: 5c3430d391552f6e60ecdc093ff9f6f4488756aa6cebdbad75a7
68010b8f830e
S2 signer_share: b06fc5eac20b4f6e1b271d9df2343d843e1e1fb03c4cbb673f28
72d459ce6f01
S3 signer_share: f17e505f0e2581c6acfe54d3846a622834b5e7b50cad9a2109a9
7ba7a80d5c04

// Round one parameters
participants: 1,3
group_binding_factor_input: 00015c01341bd0a948e71fe1b9bf09f8b8ee258bf
cf3abddee42ef74c8068e0b224584a209c6c3e812283378fb6a15e4b9a64aa9eed51f
7ae405d09b56ee56bc58500003c0fc5ffaf124fa69206a9ed77bd57fa1d8ca505f613
9794f82778ce15ee0be3cb6718f8139e49d08741ab9f030da29e557451eab58bc770c
0c05ef4e2ff8001e678630bf982c566949d7f22d2aefb94f252c664216d332f34e2c8
fdcd7045f207f854504d0daa534a5b31dbdf4183be30eb4fdba4f962d8a6b69cf20c2
734043
group_binding_factor: af4288aad52765341b2238007777ea2bb2d0dfb4e92423b
0646d4bec426e3d0d

// Signer round one outputs
S1 hiding_nonce: b358743151e33d84bf00c12f71808f4103957c3e2cabab7b895c
436b5e70f90c
S1 binding_nonce: 7bd112153b9ae1ab9b31f5e78f61f5c4ca9ee67b7ea6d118179
9c409d14c350c
S1 hiding_nonce_commitment: 5c01341bd0a948e71fe1b9bf09f8b8ee258bfcf3a
bddee42ef74c8068e0b2245
S1 binding_nonce_commitment: 84a209c6c3e812283378fb6a15e4b9a64aa9eed5
1f7ae405d09b56ee56bc5850
S3 hiding_nonce: 22acad88478e0d0373a991092a322ebd1b9a2dad90451a976d0d
b3215426af0e
S3 binding_nonce: 9155e3d7bcf7cd468b980c7e20b2c77cbdfbe33a1dcae031fd8
bc6b1403f4b04
S3 hiding_nonce_commitment: c0fc5ffaf124fa69206a9ed77bd57fa1d8ca505f6
139794f82778ce15ee0be3c
S3 binding_nonce_commitment: b6718f8139e49d08741ab9f030da29e557451eab
58bc770c0c05ef4e2ff8001e

// Round two parameters
participants: 1,3

// Signer round two outputs
S1 sig_share: ff801b4e0839faa67f16dee4127b9f7fbcf5fd007900257b0e2bbc0
2cbe5e709
S3 sig_share: afdf5481023c855bf3411a5c8a5fafa92357296a078c3b80dc168f2
94cb4f504

sig: deae61af10e8ee48ba492573592fba547f5debeff6bd6e2024e8673584746f5e
ae6070cf0a757f027358f8409dda4e29e04c276b808c60fbea414b2c179add0e
]]></artwork>
      </section>
      <section anchor="frostp-256-sha-256-1">
        <name>FROST(P-256, SHA-256)</name>
        <artwork><![CDATA[
// Configuration information
MAX_SIGNERS: 3
MIN_SIGNERS: 2
NUM_SIGNERS: 2

// Group input parameters
group_secret_key: 8ba9bba2e0fd8c4767154d35a0b7562244a4aaf6f36c8fb8735
fa48b301bd8de
group_public_key: 023a309ad94e9fe8a7ba45dfc58f38bf091959d3c99cfbd02b4
dc00585ec45ab70
message: 74657374

// Signer input parameters
S1 signer_share: 0c9c1a0fe806c184add50bbdcac913dda73e482daf95dcb9f35d
bb0d8a9f7731
S2 signer_share: 8d8e787bef0ff6c2f494ca45f4dad198c6bee01212d6c8406715
9c52e1863ad5
S3 signer_share: 0e80d6e8f6192c003b5488ce1eec8f5429587d48cf001541e713
b2d53c09d928

// Round one parameters
participants: 1,3
group_binding_factor_input: 000102688facca4e2540ef303734c5aee8e7cdba0
bc7ab94abfe63d05ebc68dde0f4c702ae64b6f0506acc3395fecd4bc70a9eb9f8e539
4264c2d2aa0c8faff857ea3058000303c21b8ee50b6478ac845c0687504db6792873f
5a327ff6a3115558070b517299302f3c73c912838f707f549bf4d63432f1fbe128fa3
5ec8ba6eca849ebd248aa46a7a753fed12531fbcd151e1d84702927c39063e780e91c
01f02bd11b60d7632bf
group_binding_factor: cf7ffe4b8ad6edb6237efaa8cbfb2dfb2fd08d163b6ad90
63720f14779a9e143

// Signer round one outputs
S1 hiding_nonce: 081617b24375e069b39f649d4c4ce2fba6e38b73e7c16759de0b
6079a22c4c7e
S1 binding_nonce: 4de5fb77d99f03a2491a83a6a4cb91ca3c82a3f34ce94cec939
174f47c9f95dd
S1 hiding_nonce_commitment: 02688facca4e2540ef303734c5aee8e7cdba0bc7a
b94abfe63d05ebc68dde0f4c7
S1 binding_nonce_commitment: 02ae64b6f0506acc3395fecd4bc70a9eb9f8e539
4264c2d2aa0c8faff857ea3058
S3 hiding_nonce: d186ea92593f83ea83181b184d41aa93493301ac2bc5b4b1767e
94d2db943e38
S3 binding_nonce: 486e2ee25a3fbc8e6399d748b077a2755fde99fa85cc24fa647
ea4ebf5811a15
S3 hiding_nonce_commitment: 03c21b8ee50b6478ac845c0687504db6792873f5a
327ff6a3115558070b5172993
S3 binding_nonce_commitment: 02f3c73c912838f707f549bf4d63432f1fbe128f
a35ec8ba6eca849ebd248aa46a

// Round two parameters
participants: 1,3

// Signer round two outputs
S1 sig_share: 9e4d8865faf8c7b3193a3b35eda3d9e12118447114b1e7d5b4809ea
28067f8a9
S3 sig_share: b7d094eab6305ae74daeed1acd31abba9ab81f638d38b72c132cb25
a5dfae1fc

sig: 0342c14c77f9d4ef9b8bd64fb0d7bbfdb9f8216a44e5f7bbe6ac0f3ed5e1a573
67561e1d51b129229966e92850bad5859bfee96926fad3007cd3f38639e1ffb554
]]></artwork>
      </section>
    </section>
  </back>
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