Tag: federated learning
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CollaFuse: Privacy-Preserving Collaborative Diffusion AI
Discover CollaFuse, a novel framework enabling efficient, privacy-preserving collaborative diffusion models for AI with reduced client computation.
EASE: Advanced Federated Multimodal Unlearning Method
Discover EASE, a novel federated multimodal unlearning approach using entanglement-aware anchor closure for secure and efficient AI data management.
FedACT: Optimizing Federated Learning with Device Scheduling
Discover FedACT, a novel device scheduling method that boosts federated learning by reducing job times and improving model accuracy across diverse devices.
AdaBFL: Adaptive Multi-Layer Defense for Robust FL
Discover AdaBFL, a multi-layer adaptive aggregation framework enhancing Byzantine-robust federated learning with dynamic defenses against attacks.
FedPF: Balancing Privacy, Fairness & Utility in Federated Learning
Discover FedPF, a federated learning algorithm that ensures privacy and fairness while maintaining high accuracy and low bias in AI models.