2023年2月3日
【五期李伟平】CCF-A（EUROCRYPT'21）VOLE-PSI: Fast OPRF and Circuit-PSI from Vector-OLE
摘要： Rindal, Peter , and P. Schoppmann . "VOLE-PSI: Fast OPRF and Circuit-PSI from Vector-OLE." 2021. 本文采用VOLE和PaXoS数据结构提出了一种批处理伪随机数函数OPRF的构造，并用其实现隐私交集PSI。 阅读全文
posted @ 2023-02-03 13:31 方班隐私保护小组 阅读(230) 评论(0) 推荐(0) 编辑
【五期李伟平】CCF-A（ICML'21）Privacy-Preserving Feature Selection with Secure Multiparty Computation
摘要： Li, X. , R. Dowsley , and MD Cock. "Privacy-Preserving Feature Selection with Secure Multiparty Computation.", 10.48550/arXiv.2102.03517. 2021. 当前PPML 阅读全文
posted @ 2023-02-03 13:30 方班隐私保护小组 阅读(18) 评论(0) 推荐(0) 编辑
【五期邹昱夫】CCF-A（KDD '19）Auditing data provenance in text-generation models.
摘要： "Song C, Shmatikov V. Auditing data provenance in text-generation models[C]//Proceedings of the 25th ACM SIGKDD International Conference on Knowledge 阅读全文
posted @ 2023-02-03 10:54 方班隐私保护小组 阅读(25) 评论(0) 推荐(0) 编辑
2023年1月27日
【五期邵润东】CCF-A(AAAI'22)Preserving privacy in federated learning with ensemble cross-domain knowledge distillation.
摘要： Gong, Xuan, et al. "Preserving privacy in federated learning with ensemble cross-domain knowledge distillation." Proceedings of the AAAI Conference on 阅读全文
posted @ 2023-01-27 22:25 方班隐私保护小组 阅读(142) 评论(0) 推荐(0) 编辑
【五期邵润东】CCF-A(TVCG'21)HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning
摘要： Wang, Xumeng, et al. "HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning." IEEE Transactions on Vi 阅读全文
posted @ 2023-01-27 22:19 方班隐私保护小组 阅读(48) 评论(0) 推荐(0) 编辑
【五期李伟平】CCF-A（CCS'17）Practical Multi-party Private Set Intersection from Symmetric-Key Techniques
摘要： Kolesnikov, V. , et al. "Practical Multi-party Private Set Intersection from Symmetric-Key Techniques." Acm Sigsac Conference on Computer & Communicat 阅读全文
posted @ 2023-01-27 16:31 方班隐私保护小组 阅读(52) 评论(0) 推荐(0) 编辑
【五期李伟平】CCF-B（IPM'20）Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems
摘要： Qz, A , et al. "Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems - ScienceDirect." Information Pr 阅读全文
posted @ 2023-01-27 16:30 方班隐私保护小组 阅读(13) 评论(0) 推荐(0) 编辑
2023年1月20日
【五期李伟平】CCF-A（CCS'21）Simple, Fast Malicious Multiparty Private Set Intersection
摘要： Ofri Nevo, Ni Trieu and Avishay Yanai. "Simple, Fast Malicious Multiparty Private Set Intersection." In Proceedings of the 2021 ACM SIGSAC Conference 阅读全文
posted @ 2023-01-20 21:57 方班隐私保护小组 阅读(101) 评论(0) 推荐(0) 编辑
【五期李伟平】CCF-C（CC'19）Privacy preserving distributed data mining based on secure multi-party computation
摘要： Jun Liu, Yuan Tian, Yu Zhou et al. "Privacy preserving distributed data mining based on secure multi-party computation." Computer Communications. Ed. 阅读全文
posted @ 2023-01-20 21:45 方班隐私保护小组 阅读(72) 评论(0) 推荐(0) 编辑
【五期邹昱夫】CCF-A（SP'22）Membership inference attacks from first principles.
摘要： "Carlini, Nicholas, et al. "Membership inference attacks from first principles." 2022 IEEE Symposium on Security and Privacy (SP). IEEE, 2022." 本文认为成员 阅读全文
posted @ 2023-01-20 17:07 方班隐私保护小组 阅读(115) 评论(0) 推荐(0) 编辑