Small AI models let drones autonomously identify and attack battlefield targets
5 min
Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning
1
Accelerating Sharded Data Parallelism at Scale with Federated Learning
QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles
Privacy-Aligned Personalized Federated Learning with Compact Adaptation and Variable-Length Gaussian Communication
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Privacy-enhanced federated learning via asynchronous aggregation and local differential perturbation
LLM-Based Schema-Aware Split Learning for Privacy-Preserving Mental Distress Prediction Across Heterogeneous Surveys
Don't Send What You Don't Need: Question-Guided Token Pruning as a Privacy Defense for Vision-Language Models
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HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning
OmniMed-FL: A Robust Multimodal Federated Learning Framework for Clinical Diagnosis
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Cascading Gradient Inversion via LT-Code Inspired Peeling in Federated Learning
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When Topology Betrays Privacy: Lattice-Based Reconstruction Attacks on Secure Aggregation in Decentralized Federated Learning
RegionFed: Federated Learning for Personalized Query Understanding in Heterogeneous Retail Environments
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Federated Attack Campaign Detection via Contrastive Encoding of Threat Indicators in Gradient Updates
Client-Side Probing of Deleted Ridge Statistics in Federated Unlearning
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