PDGAN: A Novel Poisoning Defense Method in Federated Learning Using Generative Adversarial Network
Ying Zhao, Junjun Chen, Jiale Zhang, Di Wu, Jian Teng, Shui Yu
Topics & Concepts
MNIST databaseComputer scienceUploadFederated learningVulnerability (computing)Computer securityGenerative adversarial networkMachine learningTask (project management)Artificial intelligenceAdversarial systemGenerative grammarTraining setDeep learningWorld Wide WebManagementEconomicsPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningArtificial Intelligence in Healthcare and Education