
W-OTS#
Author: Herman Schoenfeld
Version: 1.1
Date: 2020-07-20
Copyright: (c) Sphere 10 Software Pty Ltd. All Rights Reserved.
Abstract
A very simple modification to the standard W-OTS scheme is presented called W-OTS# that achieves a security enhancement similar to W-OTS+[1] but without the overhead of hashing a randomization vector in every round of the chaining function. The idea proffered by W-OTS# is to simply thwart Birthday-attacks[2] altogether by signing an HMAC of the message-digest (keyed with cryptographically random salt) rather than the message-digest itself. The signer thwarts a birthday attack by virtue of requiring that the attacker guess the salt bits in addition to the message-digest bits during the collision scanning process. By choosing a salt length matching the message-digest length, the security of W-OTS# reduces to that of the cryptographic hash function. This essentially doubles the security level of W-OTS and facilitates the use of shorter hash functions which provide shorter and faster signatures for same security. For example, WOTS# 128-bit signatures have commensurate security to standard W-OTS 256-bit signatures yet are roughly half the size and twice as fast. It is proposed that Blake2b-128 and Winternitz parameter w=4
(i.e. base-16 digits) be adopted as the default parameter set for the W-OTS# scheme.
1. Birthday Attack
A birthday attack involves an attacker forging a signature for a "malicious" message M
by reusing a signature for an "agreed" message m
. In this class of attack, the attacker has knowledge of a message m
that the victim is willing and intending to sign in the future. The attacker creates variations of m
as {m_1..m_k}
any of which will also be deemed "valid" and signed by the victim. Whilst the victim considers each message m_i
"identical", their hash digests are unique. This can be achieved by simply varying one or more nonce values or whitespace within m
to create this set. The attacker simultaneously generates variations of a "malicious" message M
as the set {M1..M_l}
and stops until a collision H(m_i) = H(M_j)
is found (where H
is the cryptographic hash function used in the scheme).

When a collision-pair (m_i, M_j)
is found, the attacker asks the victim to sign valid m_i
giving s = Sign(m_i, key) = SignDigest(H(m_i), key)
. The attacker then proceeds to forge a
signature for invalid M_i
by simply re-using s
, as follows:
1: S = Sign(M_j, key)
2: = SignDigest(H(M_j), key)
3: = SignDigest(H(m_i), key)
4: = s
Unbeknownst to the victim, by signing m_i
, they have also signed M_j
.
2. W-OTS & W-OTS+
The Winternitz scheme is a well-documented[4][5] scheme whose description is beyond the scope of this document. However, of relevance is the relationship between the W-OTS "security parameter" n
(the bit-length of H
) and it's "security level" which is generally n/2
. This follows from the fact that if a brute-force attack on H requires 2^n
hash rounds then a birthday attack requires 2^(n/2)
[2] hash rounds. By eliminating the birthday attack, and assuming no such other class of attacks exist for H
, the security level of the scheme is restored back to that of a brute-force attack on H
which is n
.
W-OTS+ achieves a similar security enhancement through obfuscation of pre-images in the hashing chains, however they are performed during the chaining function which adds an overhead (significant in some implementations). W-OTS# is similar to W-OTS+ in this regard except it only obfuscates the message-digest once via an HMAC (keyed with the salt) and uses the standard W-OTS chaining function, which is faster than W-OTS+. Despite the concatenation of the salt to the signature, the overall signature size decreases by virtue of selecting a shorter hash function H
.
3. W-OTS#
The W-OTS# construction is identical to a standard W-OTS construction for Winternitz parameter w
and cryptographic hash function H
. The security parameter n is inferred from the the bitlength of H
. In W-OTS, a message-digest md
is computed as md=H(message)
. During signing, digits of base 2^w
are read from md
and signed in a Winternitz chain. In W-OTS#, the message-digest md
is replaced with the "sig-mac" smac
defined as:
3.1 Signature Message Authentication Code (SMAC)
1: smac = SMAC(m, salt)
2: = HMAC(H(m), salt)
3: = H(Salt || H(Salt || H(m)))
The salt
is concatenated to the signature and used to compute smac
during verification.

smac
not md
.
3.2 Salt
The Salt
is generated by the signer using cryptographic random number generator. The length of the Salt is n
bits which is the minimum value required to nullify a birthday attack (proven
below). The salt is defined as:
1: Salt = {0,1}^n (i.e. n cryptographically random bits)
3.2.2 Proof
-
A birthday-collision is expected after
1.25 * SQRT(U)
[2] hashing rounds whereU
is maximum hashing rounds ever required (non-repeating). -
In W-OTS,
U=2^n
where n is the security parameter (bits-length ofH
) and thus (1) becomes1.25 * 2^(n/2)
. -
In W-OTS#, adding a d -bit salt hardens a birthday-collision to
A = 1.25 * 2^((n+d)/2)
rounds. This follows from the fact that an attacker must scan for collision(HMAC(H(m_i),Salt), HMAC(H(M_j), Salt))
which involvesd
more bits (whereas in W-OTS they just scan for(H(m_i), H(M_j)) )
. -
A brute-force attack on H requires
B = 2^n
hashing rounds[2]. -
We need to choose
d
suchA = B
, since we only need to harden a birthday attack to match that of a brute-force attack. Hardening beyond is redundant since the security level of the scheme is only as strong as the weakest attack vector. -
Evaluating (5) gives
d = 2 ln(0.8)/ln(0.2) + n = 0.2773 + n
which is approximatelyn
. -
Thus choosing
d=n
is sufficient to thwart birthday-attack. QED.
4. Reference Implementation
This section contains snippets for the full reference implementation[^6] . The reference implementation is part of the PQC library within the Hydrogen Framework[^7] .
public class WOTSSharp : WOTS {
public WOTSSharp()
: this(WOTSSharp.Configuration.Default) {
}
public WOTSSharp(int w, bool usePublicKeyHashOptimization = false)
: this(w, Configuration.Default.HashFunction, usePublicKeyHashOptimization) {
}
public WOTSSharp(int w, CHF hashFunction, bool usePublicKeyHashOptimization = false)
: this(new Configuration(w, hashFunction, usePublicKeyHashOptimization)) {
}
public WOTSSharp(Configuration config)
: base(config) {
}
public override byte[,] SignDigest(byte[,] privateKey, ReadOnlySpan<byte> digest)
=> SignDigest(privateKey, digest, Tools.Crypto.GenerateCryptographicallyRandomBytes(digest.Length));
public byte[,] SignDigest(byte[,] privateKey, ReadOnlySpan<byte> digest, ReadOnlySpan<byte> seed) {
Guard.Argument(seed.Length == digest.Length, nameof(seed), "Must be same size as digest");
var wotsSig = base.SignDigest(privateKey, HMAC(digest, seed));
Debug.Assert(wotsSig.Length == Config.SignatureSize.Length * Config.SignatureSize.Width);
seed.CopyTo(wotsSig.GetRow(Config.SignatureSize.Length - 1)); // concat seed to sig
return wotsSig;
}
public override bool VerifyDigest(byte[,] signature, byte[,] publicKey, ReadOnlySpan<byte> digest) {
Debug.Assert(signature.Length == Config.SignatureSize.Length * Config.SignatureSize.Width);
var seed = signature.GetRow(Config.SignatureSize.Length - 1);
return base.VerifyDigest(signature, publicKey, HMAC(digest, seed));
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private byte[] SMAC(ReadOnlySpan<byte> message, ReadOnlySpan<byte> seed)
=> HMAC(ComputeMessageDigest(message), seed);
private byte[] HMAC(ReadOnlySpan<byte> digest, ReadOnlySpan<byte> seed) {
using (Hashers.BorrowHasher(Config.HashFunction, out var hasher)) {
hasher.Transform(seed);
hasher.Transform(digest);
var innerHash = hasher.GetResult();
hasher.Transform(seed);
hasher.Transform(innerHash);
return hasher.GetResult();
}
}
public new class Configuration : WOTS.Configuration {
public new static readonly Configuration Default;
static Configuration() {
Default = new Configuration(4, CHF.Blake2b_128, true);
}
public Configuration()
}
}
5. References
-
Hülsing, A. "W-OTS+ -Shorter Signatures for Hash-Based Signature Schemes". 2013. Url: https://eprint.iacr.org/2017/965.pdf. Accessed:
2020-07-22. -
Wikipedia. "Birthday Attack". Url: https://en.wikipedia.org/wiki/Birthday_attack. Accessed: 2020-07-22
-
Wikipedia. "Birthday Problem". Url: https://en.wikipedia.org/wiki/Birthday_problem. Accessed: 2020-07-22
-
Ralph Merkle. "Secrecy, authentication and public key systems / A certified digital signature". Ph.D. dissertation, Dept. of Electrical
Engineering, Stanford University, 1979. Url: http://www.merkle.com/papers/Certified1979.pdf -
Sphere 10 Software. "Winternitz One-Time Signature Scheme (W-OTS)". URL: https://sphere10.com/articles/cryptography/pqc/wots.
-
Sphere 10 Software. PQC Library. Url: https://github.com/Sphere10/Hydrogen/tree/master/src/Hydrogen/Crypto/PQC. Accessed 2023-05-09.
-
Sphere 10 Software. Hydrogen Framework. Url: https://github.com/Sphere10/Hydrogen. Accessed 2023-05-09.