A High-Recall Membership Inference Attack Based on Confidence-Thresholding Method with Relaxed Assumption. - Lulu Wang; Xiaoyu Zhang 010; Yi Xie 011; Xu Ma; Meixia Miao (ML4CS (2), 2020)

CECMLP: New Cipher-Based Evaluating Collaborative Multi-layer Perceptron Scheme in Federated Learning. - Yuqi Chen 011; Xiaoyu Zhang 010; Yi Xie 011; Meixia Miao; Xu Ma (ACNS (1), 2021)

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey. - Xiaoyu Zhang 010; Chao Chen 015; Yi Xie 011; Xiaofeng Chen 001; Jun Zhang 010; Yang Xiang 001 (CoRR, 2021)

GAME: Generative-Based Adaptive Model Extraction Attack. - Yi Xie 011; Mengdie Huang; Xiaoyu Zhang 010; Changyu Dong; Willy Susilo; Xiaofeng Chen 001 (ESORICS (1), 2022)

Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup. - Mengdie Huang; Yi Xie 011; Xiaofeng Chen 001; Jin Li 002; Changyu Dong; Zheli Liu; Willy Susilo (AsiaCCS, 2023)

A survey on privacy inference attacks and defenses in cloud-based Deep Neural Network. - Xiaoyu Zhang 010; Chao Chen 015; Yi Xie 011; Xiaofeng Chen 001; Jun Zhang 010; Yang Xiang 001 (Comput. Stand. Interfaces, 2023)

SAME: Sample Reconstruction against Model Extraction Attacks. - Yi Xie 011; Jie Zhang 055; Shiqian Zhao; Tianwei Zhang 004; Xiaofeng Chen 001 (AAAI, 2024)