Dao Bich Thuong

ECS-Guard: Online Logit-Geometry Monitoring for Backdoor Defense in Split Learning

Split Learning (SL) enables edge-cloud training by dividing models between clients and the server, but it is vulnerable to backdoor attacks in which malicious clients inject triggers through intermediate activations. Existing defenses in Federated Learning cannot be applied directly due to SL’s sequential training and...