Tag: federated learning
Browse our exclusive articles!
Secure Privacy-Preserving Vertical Federated Learning Framework
Discover a novel framework for vertical federated learning that ensures data privacy with secure multiparty computation and differential privacy.
Safe-FedLLM: Enhancing Security in Federated LLMs
Discover Safe-FedLLM, a robust defense framework securing federated large language models against malicious clients while maintaining training efficiency.
FedRio: Advanced Federated Social Bot Detection Framework
Discover FedRio, a cutting-edge federated learning framework for personalized, efficient, and privacy-preserving social bot detection across platforms.
Optimize Vehicle Routing with Federated Learning Framework
Boost vehicle routing performance and adaptability using a federated learning framework for cross-problem optimization in logistics and supply chains.
XFED: Non-Collusive Model Poisoning Attack on Federated Learning
Discover XFED, a non-collusive model poisoning attack that bypasses defenses in federated learning without attacker coordination.