随笔分类 -  【三期胡宇】

【三期胡宇】CCF-A(S&P'19) Comprehensive Privacy Analysis of Deep Learning :Passive and Active White-box Inference Attacks against Centralized and Federated Learning
摘要：Nasr M, Shokri R, Houmansadr A. Comprehensive privacy analysis of deep learning: Passive and active white-box inference attacks against centralized an 阅读全文
posted @ 2020-12-04 22:27 方班隐私保护小组 阅读(559) 评论(0) 推荐(0) 编辑
【三期胡宇】CCF-A(KDD'20)TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations
摘要：Ang Li , Yixiao Duan , Huanrui Yang , Yiran Chen , Jianlei Yang, “TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Le 阅读全文
posted @ 2020-11-22 19:21 方班隐私保护小组 阅读(216) 评论(0) 推荐(0) 编辑
【三期胡宇】CCF-A(INFOCOM'19) Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
摘要：Wang, Zhibo, et al. "Beyond inferring class representatives: User-level privacy leakage from federated learning." IEEE INFOCOM 2019-IEEE Conference on 阅读全文
posted @ 2020-11-01 21:17 方班隐私保护小组 阅读(69) 评论(0) 推荐(0) 编辑
【三期胡宇】CCF-A(TIFS'20)Federated Learning with Differential Privacy: Algorithms and Performance Analysis
摘要：Kang Wei, ,Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek and H. Vincent Poor, “Federated Learning with Differe 阅读全文
posted @ 2020-11-01 20:41 方班隐私保护小组 阅读(294) 评论(0) 推荐(0) 编辑

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