2 papers
cs.NI2026
immUNITY: Detecting and Mitigating Low Volume & Slow Attacks with Programmable Switches and SmartNICs
Cuidi Wei, Shaoyu Tu, Daiki Hata +5
Our analysis of recent Internet traces shows that up to 71% of flows contain suspicious behaviors indicative of low-volume network attacks such as port scans. However, distinguishi…
cs.CR2025
Per-element Secure Aggregation against Data Reconstruction Attacks in Federated Learning
Takumi Suimon, Yuki Koizumi, Junji Takemasa +1
Federated learning (FL) enables collaborative model training without sharing raw data, but individual model updates may still leak sensitive information. Secure aggregation (SecAgg…