Gaggle Helps School Leaders Stay Ahead of AI Risks with Real-Time Web Filtering

Gaggle’s Real-Time Web Filter Keeps Students Safe by Blocking Harmful Content Accessed Through AI Search Mode Today’s ...
IEEE

Threats and Defenses in the Federated Learning Life Cycle: A Comprehensive Survey and Challenges

Abstract: Federated learning (FL) offers innovative solutions for privacy-preserving distributed machine learning (ML). Different from centralized data collection algorithms, FL enables participants ...
IEEE

NestFL: Enhancing Federated Learning Through Nested Multicapacity Model Pruning in Heterogeneous Edge Computing

Abstract: Federated learning (FL) has emerged as a pivotal approach for edge-based distributed machine learning, yet it faces significant challenges due to the constrained capacities and heterogeneity ...