IFS-6.2
DEFENDING AGAINST BACKDOOR ATTACKS IN FEDERATED LEARNING WITH DIFFERENTIAL PRIVACY
Lu Miao, Wei Yang, Rong Hu, Liusheng Huang, University of Science and Technology of China, China; Lu Li, Yancheng Teachers University, China
Session:
Anonymization, Security, and Privacy
Track:
Information Forensics and Security
Location:
Gather Area G
Presentation Time:
Thu, 12 May, 23:00 - 23:45 China Time (UTC +8)
Thu, 12 May, 15:00 - 15:45 UTC
Thu, 12 May, 15:00 - 15:45 UTC
Session Chair:
Pavel Korshunov, Idiap Research Institute
Session IFS-6
IFS-6.1: ENCRYPTED IMAGE VISUAL SECURITY INDEX VIA NON-LOCAL RECOGNIZABLE DEGREE EVALUATION
Ran Shi, Nanjing University of Science and Technology, China; Jian Xiong, Nanjing University of Posts and Telecommunications, China; Tong Qiao, Hangzhou Dianzi University, China
IFS-6.2: DEFENDING AGAINST BACKDOOR ATTACKS IN FEDERATED LEARNING WITH DIFFERENTIAL PRIVACY
Lu Miao, Wei Yang, Rong Hu, Liusheng Huang, University of Science and Technology of China, China; Lu Li, Yancheng Teachers University, China
IFS-6.3: SECMPNN: 3-PARTY PRIVACY-PRESERVING MOLECULAR STRUCTURE PROPERTIES INFERENCE
Xinying Liao, Jiaye Xue, Ximeng Liu, Fuzhou University, China; Shengxing Yu, Peking University, China; Jiangang Shu, Peng Cheng Laboratory, China
IFS-6.4: COMPRESSED DATA SHARING BASED ON INFORMATION BOTTLENECK MODEL
Behrooz Razeghi, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy, University of Geneva, Switzerland; Sohrab Ferdowsi, HES-SO Geneva, Switzerland
IFS-6.5: Randomized Smoothing Under Attack: How Good Is It In Practice?
Thibault Maho, Teddy Furon, Erwan Le Merrer, INRIA Rennes, France
IFS-6.6: TRAINING PRIVACY-PRESERVING VIDEO ANALYTICS PIPELINES BY SUPPRESSING FEATURES THAT REVEAL INFORMATION ABOUT PRIVATE ATTRIBUTES
Chau Yi Li, Andrea Cavallaro, Queen Mary University of London, United Kingdom of Great Britain and Northern Ireland