Ring signature explained

In cryptography, a ring signature is a type of digital signature that can be performed by any member of a set of users that each have keys. Therefore, a message signed with a ring signature is endorsed by someone in a particular set of people. One of the security properties of a ring signature is that it should be computationally infeasible to determine which of the set's members' keys was used to produce the signature. Ring signatures are similar to group signatures but differ in two key ways: first, there is no way to revoke the anonymity of an individual signature; and second, any set of users can be used as a signing set without additional setup.

Ring signatures were invented by Ron Rivest, Adi Shamir, and Yael Tauman Kalai, and introduced at ASIACRYPT in 2001.[1] The name, ring signature, comes from the ring-like structure of the signature algorithm.

Definition

Suppose that a set of entities each have public/private key pairs, (P1, S1), (P2, S2), ..., (Pn, Sn). Party i can compute a ring signature σ on a message m, on input (m, Si, P1, ..., Pn). Anyone can check the validity of a ring signature given σ, m, and the public keys involved, P1, ..., Pn. If a ring signature is properly computed, it should pass the check. On the other hand, it should be hard for anyone to create a valid ring signature on any message for any set without knowing any of the private keys for that set.[2]

Applications and modifications

In the original paper, Rivest, Shamir, and Tauman described ring signatures as a way to leak a secret. For instance, a ring signature could be used to provide an anonymous signature from "a high-ranking White House official", without revealing which official signed the message. Ring signatures are right for this application because the anonymity of a ring signature cannot be revoked, and because the group for a ring signature can be improvised.

Another application, also described in the original paper, is for deniable signatures. Here the sender and the recipient of a message form a group for the ring signature, then the signature is valid to the recipient, but anyone else will be unsure whether the recipient or the sender was the actual signer. Thus, such a signature is convincing, but cannot be transferred beyond its intended recipient.

There were various works, introducing new features and based on different assumptions:

Threshold ring signatures:[3] Unlike standard "t-out-of-n" threshold signature, where t of n users should collaborate to sign a message, this variant of a ring signature requires t users to cooperate in the ring signing protocol. Namely, t parties S1, ..., St ∈ can compute a (t, n)-ring signature, σ, on a message, m, on input (m, S1, ..., St, P1, ..., Pn).
  • Linkable ring signatures:[4] The property of linkability allows one to determine whether any two signatures have been produced by the same member (under the same private key). The identity of the signer is nevertheless preserved. One of the possible applications can be an offline e-cash system.
  • Traceable ring signature:[5] In addition to the previous scheme the public key of the signer is revealed (if they issue more than one signatures under the same private key). An e-voting system can be implemented using this protocol.
  • Efficiency

    Most of the proposed algorithms have asymptotic output size

    O(n)

    ; i.e., the size of the resulting signature increases linearly with the size of input (number of public keys). That means that such schemes are impracticable for real use cases with sufficiently large

    n

    (for example, an e-voting with millions of participants). But for some application with relatively small median input size such estimate may be acceptable. CryptoNote implements

    O(n)

    ring signature scheme by Fujisaki and Suzuki in p2p payments to achieve sender's untraceability.

    More efficient algorithms have appeared recently. There are schemes with the sublinear size of the signature,[6] as well as with constant size.[7]

    Implementation

    Original scheme

    The original paper describes an RSA based ring signature scheme, as well as one based on Rabin signatures. They define a keyed "combining function"

    Ck,v(y1,y2,...,yn)

    which takes a key

    k

    , an initialization value

    v

    , and a list of arbitrary values

    y1,...yn

    .

    yi

    is defined as

    gi(xi)

    , where

    gi

    is a trap-door function (i.e. an RSA public key in the case of RSA based ring signatures).

    The function

    Ck,v(y1,y2,...,yn)

    is called the ring equation, and is defined below. The equation is based on a symmetric encryption function

    Ek

    :

    Ck,v(y1,y2,...,yn)=Ek(ynEk(yn-1Ek(...Ek(y1v)...)))

    It outputs a single value

    z

    which is forced to be equal to

    v

    . The equation

    v=Ck,v(y1,y2,...,yn)

    can be solved as long as at least one

    yi

    , and by extension

    xi

    , can be freely chosen. Under the assumptions of RSA, this implies knowledge of at least one of the inverses of the trap door functions
    -1
    g
    i
    (i.e. a private key), since
    -1
    g
    i(y

    i)=xi

    .

    Signature generation

    Generating a ring signature involves six steps. The plaintext is signified by

    m

    , the ring's public keys by

    P1,P2,...,Pn

    .
    1. Calculate the key

    k=l{H}(m)

    , using a cryptographic hash function. This step assumes a random oracle for

    l{H}

    , since

    k

    will be used as key for

    Ek

    .
    1. Pick a random glue value

    v

    .
    1. Pick random

    xi

    for all ring members but yourself (

    xs

    will be calculated using the signer's private key), and calculate corresponding

    yi=gi(xi)

    .
    1. Solve the ring equation for

    ys

    1. Calculate

    xs

    using the signer's private key:

    xs=g

    -1
    s

    (ys)

    1. The ring signature now is the

    (2n+1)

    -tuple

    (P1,P2,...,Pn;v;x1,x2,...,xn)

    Signature verification

    Signature verification involves three steps.

    1. Apply the public key trap door on all

    xi

    :

    yi=gi(xi)

    .
    1. Calculate the symmetric key

    k=l{H}(m)

    .
    1. Verify that the ring equation holds

    Ck,v(y1,y2,...,yn)=v

    .

    Python implementation

    Here is a Python implementation of the original paper using RSA. Requires 3rd-party module PyCryptodome.

    import osimport hashlibimport randomimport Crypto.PublicKey.RSA

    import functools

    class Ring: """RSA implementation."""

    def __init__(self, k, L: int = 1024) -> None: self.k = k self.l = L self.n = len(k) self.q = 1 << (L - 1)

    def sign_message(self, m: str, z: int): self._permut(m) s = [None] * self.n u = random.randint(0, self.q) c = v = self._E(u)

    first_range = list(range(z + 1, self.n)) second_range = list(range(z)) whole_range = first_range + second_range

    for i in whole_range: s[i] = random.randint(0, self.q) e = self._g(s[i], self.k[i].e, self.k[i].n) v = self._E(v ^ e) if (i + 1) % self.n

    0: c = v

    s[z] = self._g(v ^ u, self.k[z].d, self.k[z].n) return [c] + s

    def verify_message(self, m: str, X) -> bool: self._permut(m)

    def _f(i): return self._g(X[i + 1], self.k[i].e, self.k[i].n)

    y = map(_f, range(len(X) - 1)) y = list(y)

    def _g(x, i): return self._E(x ^ y[i])

    r = functools.reduce(_g, range(self.n), X[0]) return r

    X[0]

    def _permut(self, m): msg = m.encode("utf-8") self.p = int(hashlib.sha1(msg).hexdigest, 16)

    def _E(self, x): msg = f"".encode("utf-8") return int(hashlib.sha1(msg).hexdigest, 16)

    def _g(self, x, e, n): q, r = divmod(x, n) if ((q + 1) * n) <= ((1 << self.l) - 1): result = q * n + pow(r, e, n) else: result = x return result

    To sign and verify 2 messages in a ring of 4 users:

    size = 4msg1, msg2 = "hello", "world!"

    def _rn(_): return Crypto.PublicKey.RSA.generate(1024, os.urandom)

    key = map(_rn, range(size))key = list(key)

    r = Ring(key)

    for i in range(size): signature_1 = r.sign_message(msg1, i) signature_2 = r.sign_message(msg2, i) assert r.verify_message(msg1, signature_1) and r.verify_message(msg2, signature_2) and not r.verify_message(msg1, signature_2)

    Cryptocurrencies

    Monero and several other cryptocurrencies use this technology.

    See also

    References

    1. Book: Rivest . Ronald L. . Advances in Cryptology — ASIACRYPT 2001 . Shamir . Adi . Tauman . Yael . 2001 . 978-3-540-42987-6 . Lecture Notes in Computer Science . 2248 . 552–565 . How to Leak a Secret . 10.1007/3-540-45682-1_32 . Ron Rivest . Adi Shamir . Yael Tauman Kalai . https://doi.org/10.1007%2F3-540-45682-1_32.
    2. Debnath. Ashmita. Singaravelu, Pradheepkumar . Verma, Shekhar . Efficient spatial privacy preserving scheme for sensor network. Central European Journal of Engineering. 19 December 2012. 3. 1. 1–10. 10.2478/s13531-012-0048-7. 137248994. free.
    3. Book: E. Bresson. J. Stern. M. Szyd lo. Advances in Cryptology — CRYPTO 2002 . Threshold Ring Signatures and Applications to Ad-hoc Groups . Lecture Notes in Computer Science. 2002. 2442. 465–480. 10.1007/3-540-45708-9_30. 978-3-540-44050-5. https://www.di.ens.fr/~bresson/papers/BreSteSzy02.pdf. free.
    4. Book: Liu. Joseph K.. Wong. Duncan S.. Computational Science and Its Applications – ICCSA 2005 . Linkable Ring Signatures: Security Models and New Schemes . ICCSA. 2005 . 2. 614–623. 10.1007/11424826_65. Lecture Notes in Computer Science. 978-3-540-25861-2.
    5. Fujisaki. Eiichiro. Suzuki. Koutarou. Traceable Ring Signature. Public Key Cryptography. 2007. 181–200.
    6. Fujisaki. Eiichiro. Sub-linear size traceable ring signatures without random oracles. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2011. 95. 1. 393–415. 10.1587/transfun.E95.A.151. 2012IEITF..95..151F.
    7. Book: Au. Man Ho. Liu. Joseph K. . Susilo. Willy. Yuen. Tsz Hon. Progress in Cryptology - INDOCRYPT 2006 . Constant-Size ID-Based Linkable and Revocable-iff-Linked Ring Signature . Lecture Notes in Computer Science . 2006. 4329. 364–378. 10.1007/11941378_26. 978-3-540-49767-7.