Handbook of Trustworthy Federated Learning

.- Trustworthiness, Privacy and Security in Federated Learning. - Secure Federated Learning.- Data Poisoning and Leakage Analysis in Federated Learning.- Robust Federated Learning against Targeted Attackers using Model Updates Correlation.- Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness.- Federated Bilevel Optimization.- A Two-Stage Stochastic Programming Approach for the Key Management ??-Composite Scheme.- Recent Advances in Federated Graph Learning.- Privacy in Federated Learning Natural Language Models.- Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs.- Robust Federated Learning for Edge Intelligence.- ZoneFL: Zone-based Federated Learning at the Edge.- Synthetic Data for Privacy Preservation in Distributed Data Analysis Systems.- Towards Green Federated Learning.

Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.

• Segurança de redes
• Aprendizagem mecânica
• Segurança do computador
• Optimização

optimization federated learning;trustworthy federated learning;differential privacy;privacy-preserving;certified defenses;graph neural networks