Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning

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 cause often lies in ML algorithms learning superficial patterns shortcuts rather than underlying cybersecurity concept...

Logic Encryption: This Time for Real

Modern circuits face various threats like reverse engineering, theft of intellectual property IP, side-channel attacks, etc. Here, we present a novel approach for IP protection based on logic encryption LE. Unlike established schemes for logic locking, our work obfuscates the circuit's structure...

[SECURITY] Fedora 17 Update: pcp-3.6.5-1.fc17

Performance Co-Pilot PCP provides a framework and services to support system-level performance monitoring and performance management. The PCP open source release provides a unifying abstraction for all of the interesting performance data in a system, and allows client applications to easily...