📝 Preprints

• IACR eprint Neural Leakage Model: Correlation Power Analysis with Profiled Leakage Model using Deep Neural Networks, Cryptology ePrint Archive, Paper 2025/1954, Trevor Yap, Shivam Bhasin, Liu Zhang.

• IACR eprint Neural-Inspired Advances in Integral Cryptanalysis, Cryptology ePrint Archive, Paper 2025/852, Liu Zhang, Yiran Yao, Danping Shi, Dongchen Chai, Jian Guo, Zilong Wang.

📝 Publications

• 2025
  • Inscrypt 2025 Exploring AI-Assisted Cryptanalytic Attacks on Multisets, International Conference on Information Security and Cryptology, Longxiang Wei, Hao Lei, Kai Hu,Meiqin Wang, Liu Zhang.
• 2024
  • IACR CIC 2024 Improving Differential-neural Cryptanalysis, IACR Communications in Cryptology, Liu Zhang, Zilong Wang, Baocang Wang.
  • IEICE 2024 Differential-neural Cryptanalysis on AES, IEICE TRANSACTIONS on Information and Systems, Liu Zhang, Zilong Wang, Jinyu Lu.
• 2023
  • FCS 2023 Improved Differential-neural Cryptanalysis for Round-reduced Simeck32/64, Frontiers of Computer Science, Liu Zhang, Jinyu Lu, Zilong Wang, Chao Li.
  • Asiacrypt 2023 More Insight on Deep Learning-aided Cryptanalysis, International Conference on the Theory and Application of Cryptology and Information Security, Zhenzhen Bao, Jinyu Lu, Yiran Yao, Liu Zhang. (Sorted by last name, Co-corresponding author)
  • IEICE 2023 Improving the Accuracy of Differential-Neural Distinguisher for DES, Chaskey, and PRESENT, IEICE TRANSACTIONS on Information and Systems, Liu Zhang, Zilong Wang, Yindong Chen.
• 2019
  • IEICE 2019 Translation Equivalence of Boolean Functions Expressed by Primitive Element, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Yindong Chen, Liu Zhang, Deng Tang, Weihong Cai.