2 papers
cs.DC2026
Holoscope: Open and Lightweight Telescope & Honeypot Platform
Andrea Sordello, Marco Mellia, Idilio Drago +7
The complexity and scale of Internet attacks call for distributed, cooperative observatories capable of monitoring malicious traffic across diverse networks. Holoscope is an open,…
cs.CR2026
Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning
Jianan Huang, Rodolfo V. Valentim, Luca Vassio +4
The use of ML in cybersecurity has long been impaired by generalization issues: Models that work well in controlled scenarios fail to maintain performance in production. The root c…