Publications

Fu J, Zhang J, Peng H, Zhang W, Han K, Hei X. An Attention-Gated Graph Spiking Neural Membrane System for Structure-Activity Relationship Prediction. International Journal of Neural Systems. 2026 (JCR 1 Top)
Y. Liu, H. Wang, J. Zhang, S. Xiao and Q. Cai, “RHN: RoI Restricted Hybrid Network for Instance-Aware Image-to-Image Translation,” in IEEE Signal Processing Letters, vol. 32, pp. 1156-1160, 2025 (JCR 2)
Xiao, Chaoen, Sirui Peng, Lei Zhang, Jianxin Wang, Ding Ding, and Jianyi Zhang. “A transformer-based adversarial network framework for steganography.” Expert Systems with Applications 269 (JCR 1)
Yilong Li, Jianyi Zhang, Ziyin Zhou, Zezheng Sun, Xu Ji, Zeping Li, Jiameng Han, Zhangchi Zhao. “D^2FL: Dimensional Disaster-oriented Backdoor Attack Defense Of Federated Learning”,In Trustcom/BigDataSE​ SPA, IEEE,2024
Zhangchi Zhao, Jianyi Zhang, Liqun Shan, Ziyin Zhou, Kaiying Han, Xiali Hei. “Paa-Tee: A Practical Adversarial Attack on Thermal Infrared Detectors with Temperature and Pose Adaptability”,In Trustcom/BigDataSE​ SPA, IEEE,2024
Ziyin Zhou, Xu Ji, Jianyi Zhang, Zhangchi Zhao, Xiali Hei, Kim-Kwang Raymod Choo. “Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment”, In EAI SmartSP, 2024
Ji, Xu, Zhang, Jianyi, Zhou, Ziyin, Zhao, Zhanghci, Qiao, Qianqian, Han, Kaiying, Hossen, Md Imran, Hei, Xiali. “Can’t say cant? Measuring and Reasoning of Dark Jargons in Large Language Models”, In EAI SecureComm 2024
Yuyang Han, Xu Ji, Zhiqiang Wang & Jianyi Zhang*. “Systematic Analysis of Security and Vulnerabilities in Miniapps” SaTS CCS Workshop 2023
Zhang, Jianyi*, Guan, Ronglin, Li, Xiuying , Zhao, Zhangchi, Sun, Zezheng. “Invisibility Spell: Adversarial Patch Attack Against Object Detectors” EAI SecureComm 2023
Zhang, Jianyi*, Zhenkui Li, Yudong Liu, Zezheng Sun, and Zhiqiang Wang. “Safte: A Self-Injection Based Anti-Fuzzing Technique Anonymous.” Computers and Electrical Engineering
Li, Xiaodong, Hehe Gao, Jianyi Zhang*, Shuya Yang, Xin Jin, and Kim-Kwang Raymond Choo. “GPU Accelerated Full Homomorphic Encryption Cryptosystem, Library and Applications for IoT Systems.” IEEE Internet of Things Journal (2023).
Shi, Rui, Yang Yang, Huamin Feng, Feng Yuan, Huiqin Xie, and Jianyi Zhang*. “PriRPT: Practical blockchain-based privacy-preserving reporting system with rewards.” Journal of Systems Architecture 143 (2023): 102985.
Zhang, Jianyi*, Xuanxi Huang, Yaqi Liu, Yuyang Han, and Zixiao Xiang. “GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework.”PLOS One, 2023.
Zhang, Jianyi*, Leixin Yang, Yuyang Han, Zixiao Xiang, and Xiali Hei. “A Small Leak Will Sink Many Ships: Vulnerabilities Related to mini-programs Permissions.” In 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 595-606. IEEE, 2023.
Shi, R., Yang, Y., Xie, H., Feng, H., Shi, G., & Zhang, J.* (2023). PriSign, A Privacy-Preserving Single Sign-On System for Cloud Environments. Applied Sciences, 13(2), 727.
Zhang, J.*, Zhang, F., Jin, Q., Wang, Z., Lin, X., & Hei, X. (2023). XMAM: X-raying models with a matrix to reveal backdoor attacks for federated learning. Digital Communications and Networks.