Jiongjiong Ren

17 papers C 1Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Highly Efficient Neural Distinguisher Framework for IoT-Friendly Lightweight SPN Block Ciphers.
IEICE Trans. Inf. Syst.
Jiashuo Liu, ManMan Li, Jiongjiong Ren, Shaozhen Chen
2026 J jnl
BPF-GNN: A Multi-Granularity Feature Extraction Model Using Graph Neural Networks for Encrypted Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Guolong Li, Yuan Gao, Jiongjiong Ren, Shaozhen Chen
2026 J jnl
Related-key boomerang attacks on two larger variants of HALFLOOP.
Frontiers Comput. Sci.
Kangkang Shi, Jiongjiong Ren, Shaozhen Chen
2025 J jnl
Further observations on the security of Speck32-like ciphers using machine learning.
PeerJ Comput. Sci.
Zezhou Hou, Jiongjiong Ren, Shaozhen Chen
2025 J jnl
Improved machine learning-aided linear cryptanalysis: application to DES.
Cybersecur.
Zezhou Hou, Jiongjiong Ren, Shaozhen Chen
2025 J jnl
Machine learning-aided differential-linear attacks with applications to Des and Speck32/64.
J. King Saud Univ. Comput. Inf. Sci.
Ze-zhou Hou, Jiongjiong Ren, Shao-zhen Chen
2024 J jnl
Improved deep learning aided key recovery framework: applications to large-state block ciphers.
Frontiers Inf. Technol. Electron. Eng.
Xiaowei Li, Jiongjiong Ren, Shaozhen Chen
2024 C conf
Related-Tweakey Boomerang and Rectangle Attacks on Reduced-Round Joltik-BC.
ISPEC
Kangkang Shi, Jiongjiong Ren, Shaozhen Chen
2023 J jnl
A deep learning aided differential distinguisher improvement framework with more lightweight and universality.
Cybersecur.
Jiashuo Liu, Jiongjiong Ren, Shaozhen Chen
2023 J jnl
Improved neural distinguishers with multi-round and multi-splicing construction.
J. Inf. Secur. Appl.
Jiashuo Liu, Jiongjiong Ren, Shaozhen Chen, ManMan Li
2023 J jnl
Practical Attacks of Round-Reduced SIMON Based on Deep Learning.
Comput. J.
Zezhou Hou, Jiongjiong Ren, Shaozhen Chen
2022 J jnl
Effective Network Parameter Reduction Schemes for Neural Distinguisher.
IACR Cryptol. ePrint Arch.
Jiashuo Liu, Jiongjiong Ren, Shaozhen Chen
2022 J jnl
Improved Neural Distinguishers with Multi-Round and Multi-Splicing Construction.
IACR Cryptol. ePrint Arch.
Jiashuo Liu, Jiongjiong Ren, Shaozhen Chen, ManMan Li
2021 J jnl
Cryptanalysis of Round-Reduced SIMON32 Based on Deep Learning.
IACR Cryptol. ePrint Arch.
Zezhou Hou, Jiongjiong Ren, Shaozhen Chen
2021 J jnl
Improve Neural Distinguisher for Cryptanalysis.
IACR Cryptol. ePrint Arch.
Zezhou Hou, Jiongjiong Ren, Shaozhen Chen
2019 J jnl
Cryptanalysis of Reduced-Round SPECK.
IEEE Access
Jiongjiong Ren, Shaozhen Chen
2019 J jnl
Improved Integral Attack on Reduced-Round Simeck.
IEEE Access
Hang Li, Jiongjiong Ren, Shaozhen Chen