摘要: Nagalapatti, Lokesh , and R. Narayanam . "Game of Gradients: Mitigating Irrelevant Clients in Federated Learning." (2021). 针对联邦学习中相关客户端选择(FRCS)的问题,本文提 阅读全文
posted @ 2024-01-13 14:16 方班隐私保护小组 阅读(45) 评论(0) 推荐(0) 编辑
摘要: Zafari, Faheem , et al. "A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds." (2018). 为了缓解移动边缘计算中资源稀缺问 阅读全文
posted @ 2024-01-10 12:23 方班隐私保护小组 阅读(30) 评论(1) 推荐(1) 编辑
摘要: Peng Wu, Fengen Li, Jie Zhao, et al. Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperativ 阅读全文
posted @ 2023-12-29 20:55 方班隐私保护小组 阅读(27) 评论(0) 推荐(0) 编辑
摘要: Walmer M, Sikka K, Sur I, et al. Dual-Key Multimodal Backdoors for Visual Question Answering[C]//Proceedings of the IEEE/CVF Conference on Computer Vi 阅读全文
posted @ 2023-12-29 12:16 方班隐私保护小组 阅读(35) 评论(0) 推荐(0) 编辑
摘要: Zhang, Ning , Q. Ma , and X. Chen . "Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective." (2022). 针对重复执行跨筒仓联 阅读全文
posted @ 2023-12-27 20:57 方班隐私保护小组 阅读(30) 评论(0) 推荐(0) 编辑
摘要: Nan W., et al. “The Value of Collaboration in Convex Machine Learning with Differential Privacy.” 2020 IEEE Symposium on Security and Privacy. 304-317 阅读全文
posted @ 2023-12-26 19:02 方班隐私保护小组 阅读(27) 评论(0) 推荐(0) 编辑
摘要: > "Zhang, Zhuosheng, et al. "SAFELearning: Secure Aggregation in Federated Learning with Backdoor Detectability." IEEE Transactions on Information For 阅读全文
posted @ 2023-08-30 19:11 方班隐私保护小组 阅读(121) 评论(0) 推荐(0) 编辑
摘要: > "Li, Haoyang, et al. "3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning." 2023 IEEE Symposium on Security an 阅读全文
posted @ 2023-08-29 20:57 方班隐私保护小组 阅读(286) 评论(0) 推荐(0) 编辑
摘要: > "Gu, Tianyu, et al. "Badnets: Evaluating backdooring attacks on deep neural networks." IEEE Access 7 (2019): 47230-47244." 本文提出了外包机器学习时选择值得信赖的提供商的重要 阅读全文
posted @ 2023-06-27 21:11 方班隐私保护小组 阅读(88) 评论(0) 推荐(0) 编辑
摘要: > "Liu, Kang, Brendan Dolan-Gavitt, and Siddharth Garg. "Fine-pruning: Defending against backdooring attacks on deep neural networks." Research in Att 阅读全文
posted @ 2023-06-27 20:48 方班隐私保护小组 阅读(70) 评论(0) 推荐(0) 编辑