Danni Yuan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Object Detection

Medical Image Analysis

Differential Privacy

Top Venues

Publications

Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. CoRR (2024)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. CoRR (2024)
Zhengyao Song, Yongqiang Li, Danni Yuan, Li Liu, Shaokui Wei, Baoyuan Wu
WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition. CoRR (2024)
Danni Yuan, Shaokui Wei, Mingda Zhang, Li Liu, Baoyuan Wu
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks. CoRR (2023)
Baoyuan Wu, Shaokui Wei, Mingli Zhu, Meixi Zheng, Zihao Zhu, Mingda Zhang, Hongrui Chen, Danni Yuan, Li Liu, Qingshan Liu
Defenses in Adversarial Machine Learning: A Survey. CoRR (2023)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. NeurIPS (2022)
Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao
Rethinking Data Augmentation in Knowledge Distillation for Object Detection. CoRR (2022)
Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen, Hongyuan Zha
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. CoRR (2022)
Danni Yuan, Kaoru Ota, Mianxiong Dong, Xiaoyan Zhu, Tao Wu, Linjie Zhang, Jianfeng Ma
Intrusion Detection for Smart Home Security Based on Data Augmentation with Edge Computing. ICC (2020)
Linjie Zhang, Xiaoyan Zhu, Jianfeng Ma, Zhuo Ma, Danni Yuan
Medical Privacy-preserving Service Recommendation. ICC (2020)
Danni Yuan, Xiaoyan Zhu, Yaoru Mao, Binwen Zheng, Tao Wu
Privacy-Preserving Pedestrian Detection for Smart City with Edge Computing. WCSP (2019)
Danni Yuan, Xiaoyan Zhu, Mingkui Wei, Jianfeng Ma
Collaborative Deep Learning for Medical Image Analysis with Differential Privacy. GLOBECOM (2019)
Yaoru Mao, Xiaoyan Zhu, Wenbin Zheng, Danni Yuan, Jianfeng Ma
A Novel User Membership Leakage Attack in Collaborative Deep Learning. WCSP (2019)