11 2020 档案

【三期操志强】CCF-A(USENIX SS'20)Local model poisoning attacks to Byzantine-robust federated learning.
摘要：M. Fang, X. Cao, J. Jia, & N. Gong, N. “Local model poisoning attacks to Byzantine-robust federated learning,” in 29th {USENIX} Security Symposium ({U 阅读全文
posted @ 2020-11-27 14:26 方班隐私保护小组 阅读(87) 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
【三期操志强】CCF-C(AISTATS'20)How to backdoor federated learning.
摘要：E. Bagdasaryan, A. Veit, Y. Hua, D. Estrin, & V. Shmatikov, “How to backdoor federated learning,” in International Conference on Artificial Intelligen 阅读全文
posted @ 2020-11-20 08:29 方班隐私保护小组 阅读(71) 评论(0) 推荐(0) 编辑
【三期林思昕】CCF-C(AISTATS'17)Communication-Efficient Learning of Deep Networks from Decentralized Data
摘要：McMahan, Brendan, et al. "Communication-efficient learning of deep networks from decentralized data." Artificial Intelligence and Statistics. PMLR, 20 阅读全文
posted @ 2020-11-13 14:17 方班隐私保护小组 阅读(39) 评论(0) 推荐(0) 编辑
【三期林思昕】CCF-B(Information Sciences'20)A training-integrity privacy-preserving federated learning scheme with trusted execution environment
摘要：Chen, Yu, et al. "A training-integrity privacy-preserving federated learning scheme with trusted execution environment." Information Sciences 522 (202 阅读全文
posted @ 2020-11-13 14:12 方班隐私保护小组 阅读(37) 评论(0) 推荐(0) 编辑
【三期操志强】CCF-C(FGCS'19)Blockchain based searchable encryption for electronic health record sharing.
摘要：Chen, Lanxiang , et al. "Blockchain based searchable encryption for electronic health record sharing." Future Generation Computer Systems 95.JUN.(2019 阅读全文
posted @ 2020-11-12 20:11 方班隐私保护小组 阅读(24) 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

点击右上角即可分享
微信分享提示