Collaborative Deep Learning for Medical Image Analysis with Differential Privacy. - Danni Yuan; Xiaoyan Zhu 005; Mingkui Wei; Jianfeng Ma 001 (GLOBECOM, 2019)

A Novel User Membership Leakage Attack in Collaborative Deep Learning. - Yaoru Mao; Xiaoyan Zhu 005; Wenbin Zheng; Danni Yuan; Jianfeng Ma 001 (WCSP, 2019)

Privacy-Preserving Pedestrian Detection for Smart City with Edge Computing. - Danni Yuan; Xiaoyan Zhu 005; Yaoru Mao; Binwen Zheng; Tao Wu (WCSP, 2019)

Intrusion Detection for Smart Home Security Based on Data Augmentation with Edge Computing. - Danni Yuan; Kaoru Ota; Mianxiong Dong; Xiaoyan Zhu 005; Tao Wu; Linjie Zhang; Jianfeng Ma 001 (ICC, 2020)

Medical Privacy-preserving Service Recommendation. - Linjie Zhang; Xiaoyan Zhu 005; Jianfeng Ma 001; Zhuo Ma 001; Danni Yuan (ICC, 2020)

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Chao Shen (NeurIPS, 2022)

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Chao Shen; Hongyuan Zha (CoRR, 2022)

Rethinking Data Augmentation in Knowledge Distillation for Object Detection. - Jiawei Liang; Siyuan Liang; Aishan Liu; Mingli Zhu; Danni Yuan; Chenye Xu; Xiaochun Cao (CoRR, 2022)

Defenses in Adversarial Machine Learning: A Survey. - Baoyuan Wu; Shaokui Wei; Mingli Zhu; Meixi Zheng; Zihao Zhu 001; Mingda Zhang; Hongrui Chen; Danni Yuan; Li Liu 036; Qingshan Liu (CoRR, 2023)

WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition. - Zhengyao Song; Yongqiang Li; Danni Yuan; Li Liu 036; Shaokui Wei; Baoyuan Wu (CoRR, 2024)

Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks. - Danni Yuan; Mingda Zhang; Shaokui Wei; Li Liu 036; Baoyuan Wu (ICLR, 2025)

BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Mingli Zhu; Ruotong Wang 008; Li Liu 036; Chao Shen (Int. J. Comput. Vis., 2025)