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FedIMP: Parameter Importance-based Model Poisoning attack against Federated learning system

Xuan Li, Naiyu Wang, Shuai Yuan, Zhitao Guan

2024Computers & Security12 citationsDOI

Topics & Concepts

Computer scienceBoosting (machine learning)Federated learningVulnerability (computing)Convergence (economics)Similarity (geometry)Computer securityMachine learningArtificial intelligenceImage (mathematics)Economic growthEconomicsAdversarial Robustness in Machine LearningPrivacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning
FedIMP: Parameter Importance-based Model Poisoning attack against Federated learning system | Litcius