3 papers
cs.CR2025
ShieldMMU: Detecting and Defending against Controlled-Channel Attacks in Shielding Memory System
Gang Liu, Ningjie Li, Cen Chen
Intel SGX and hypervisors isolate non-privileged programs from other software, ensuring confidentiality and integrity. However, side-channel attacks continue to threaten Intel SGX'…
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…