An effective approach to pedestrian detection in thermal imagery. - Wei Li; Dequan Zheng; Tiejun Zhao; Mengda Yang (ICNC, 2012)

Measuring Data Reconstruction Defenses in Collaborative Inference Systems. - Mengda Yang; Ziang Li; Juan Wang 006; Hongxin Hu; Ao Ren; Xiaoyang Xu 001; Wenzhe Yi (NeurIPS, 2022)

GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference. - Ziang Li; Mengda Yang; Yaxin Liu; Juan Wang 006; Hongxin Hu; Wenzhe Yi; Xiaoyang Xu 001 (NeurIPS, 2023)

SvTPM: SGX-Based Virtual Trusted Platform Modules for Cloud Computing. - Juan Wang 006; Jie Wang 006; Chengyang Fan; Fei Yan 008; Yueqiang Cheng; Yinqian Zhang; Wenhui Zhang; Mengda Yang; Hongxin Hu (IEEE Trans. Cloud Comput., 2023)

Enhance the trust between IoT devices, mobile apps, and the cloud based on blockchain. - Juan Wang 006; Wenzhe Yi; Mengda Yang; Jiaci Ma; Shengzhi Zhang; Shirong Hao (J. Netw. Comput. Appl., 2023)

Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks. - Yu He; Boheng Li; Yao Wang; Mengda Yang; Juan Wang 006; Hongxin Hu; Xingyu Zhao 001 (CCS, 2024)

CCall: Recovering Indirect Call Targets from Binaries With Cross-Domain Fine-Tuning. - Bin Weng; Yunru Wang; Juan Wang; Mengda Yang; Ziang Li; Fei Li (COMPSAC, 2024)

A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack Against Split Learning. - Xiaoyang Xu 001; Mengda Yang; Wenzhe Yi; Ziang Li; Juan Wang 006; Hongxin Hu; Yong Zhuang; Yaxin Liu (CVPR, 2024)

Penetralium: Privacy-preserving and memory-efficient neural network inference at the edge. - Mengda Yang; Wenzhe Yi; Juan Wang 006; Hongxin Hu; Xiaoyang Xu 001; Ziang Li (Future Gener. Comput. Syst., 2024)

From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning. - Ziang Li; Hongguang Zhang; Juan Wang 006; Meihui Chen; Hongxin Hu; Wenzhe Yi; Xiaoyang Xu 001; Mengda Yang; Chenjun Ma (CVPR, 2025)

I know what you MEME! Understanding and Detecting Harmful Memes with Multimodal Large Language Models. - Yong Zhuang; Keyan Guo; Juan Wang 006; Yiheng Jing; Xiaoyang Xu 001; Wenzhe Yi; Mengda Yang; Bo Zhao 023; Hongxin Hu (NDSS, 2025)