Leverage Variational Graph Representation For Model Poisoning on
Federated Learning

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Leverage Variational Graph Representation For Model Poisoning on Federated Learning

23 April 2024

Abbas Jamalipour

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Papers citing "Leverage Variational Graph Representation For Model Poisoning on Federated Learning"

10 / 10 papers shown

Title
Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach Kai Li Jingjing Zheng Xinnan Yuan W. Ni Ozgur B. Akan H. Vincent Poor AAML 72 16 0 30 Nov 2023
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoT Jingjing Zheng Kai Li N. Mhaisen Wei Ni Eduardo Tovar Mohsen Guizani 65 46 0 15 Feb 2022
DeSMP: Differential Privacy-exploited Stealthy Model Poisoning Attacks in Federated Learning Md Tamjid Hossain Shafkat Islam S. Badsha Haoting Shen AAML 86 42 0 21 Sep 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 332 873 0 01 Mar 2021
Autoencoding Variational Autoencoder A. Cemgil Sumedh Ghaisas Krishnamurthy Dvijotham Sven Gowal Pushmeet Kohli DRL BDL 71 43 0 07 Dec 2020
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning Minghong Fang Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML OOD FedML 105 1,121 0 26 Nov 2019
Model Pruning Enables Efficient Federated Learning on Edge Devices Yuang Jiang Shiqiang Wang Victor Valls Bongjun Ko Wei-Han Lee Kin K. Leung Leandros Tassiulas 94 463 0 26 Sep 2019
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 77 131 0 19 Aug 2019
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning Matthew Jagielski Alina Oprea Battista Biggio Chang-rui Liu Cristina Nita-Rotaru Yue Liu AAML 85 764 0 01 Apr 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,920 0 25 Aug 2017