2 papers
cs.CR2025
FLTG: Byzantine-Robust Federated Learning via Angle-Based Defense and Non-IID-Aware Weighting
Yanhua Wen, Lu Ai, Gang Liu +2
Byzantine attacks during model aggregation in Federated Learning (FL) threaten training integrity by manipulating malicious clients' updates. Existing methods struggle with limited…
cs.DC2025
FaaSMT: Lightweight Serverless Framework for Intrusion Detection Using Merkle Tree and Task Inlining
Chuang Li, Lanfang Huang, Dian He +3
The serverless platform aims to facilitate cloud applications' straightforward deployment, scaling, and management. Unfortunately, the distributed nature of serverless computing ma…