Have a personal or library account? Click to login
ML-GS: Module Lattice-Based Group Signature Scheme Cover
Open Access
|Dec 2025

Figures & Tables

Figure 1.

Group Signature in Electronic Contract Signing
Group Signature in Electronic Contract Signing

Figure 2.

Algorithm for Rejection Sampling
Algorithm for Rejection Sampling

Figure 3.

The Definitions for Anonymity Game
The Definitions for Anonymity Game

Figure 4.

The Definitions for Traceability Game
The Definitions for Traceability Game

Figure 5.

Time Cost Comparison of GS Schemes (ms).
Time Cost Comparison of GS Schemes (ms).

Figure 6.

The Store Cost of ML-GS Scheme.
The Store Cost of ML-GS Scheme.

Notation Definition

NotationsDescription
ZqnZ_q^nn-dimensional vector over modulo q
Zqn×mZ_q^{n \times m}n × m matrix over modulo q
Rpolynomial Z[[x] / (xd + 1)
Rqquotient ring Z[q[x] / (xd + 1)
xDx is sampled from the distribution D
a ai2\sqrt {\sum {a_i^2} }
amaxj| aj |\mathop {\max }\limits_j \left| {{a_j}} \right|
w wi 2\sqrt {\sum {{{\left\| {{w_i}} \right\|}^2}} } , where w = (w0, …., w)∈ Rk
wmaxj wj \mathop {\max }\limits_j {\left\| {{w_j}} \right\|_\infty }, where w = (w0, …., wk) ∈ Rk
the algorithm outputs fail
negl(λ)a non-negligible function about λ
Bthe set of integers representable by a single byte, i.e., {0,1,…,255}

The comparison of time cost

KeyGenSignatureVerifySecurity
[12]TSample3dTMul + TSdTMul + TSCPA-Anonymity
[23]TSample7dTMul + TS2dTMul + TSCPA-Anonymity
[ours]TM–Sample5dTMul3dTMulCCA-Anonymity

The Parameters for ML-GS Scheme

ParameterRecommended Parameters
PARM IPARM II
q10737387531073738753
Q33293329
n256256
(k, l)(4,4)(6,5)
η8383283290
η133
τ3949
γ111τknη{\gamma _1} \ge 11\tau \sqrt {kn} \eta ≈ 231≈ 231
BKZ blocksize b to break SIS364583
Classical security106170
Quantum security96154

The Time Cost for ML-GS Scheme

SetupKeyGenSignVerify
PARM I248.0956.5489.0457.24
PARM II426.4096.12179.67114.48

Algorithm Notations and Execution Time (ms)

NotationDescriptionExecution time
TM–TrapGenTrapdoor generation algorithm on module lattices248.09
TM–SampleTrapdoor sampling algorithm on module lattices31.10

Comparison of Storage Cost

Public Key SizeSecret Key SizeSignature Size
[12]48KB6KB92KB
[23]268.5KB68.7KB386.1KB
Ours44.9KB7KB18.0KB
DOI: https://doi.org/10.2478/ias-2025-0007 | Journal eISSN: 1554-1029 | Journal ISSN: 1554-1010
Language: English
Page range: 106 - 124
Published on: Dec 31, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2025 Deng Pan, Yatao Yang, Weitao Sun, Shuaibo Wang, Ke Wang, published by Cerebration Science Publishing Co., Limited
This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License.