arXiv:2608.22089v1 Announce Type: cross Abstract: Modern software systems require earlier and more scalable vulnerability severity assessment to reduce…
Tag: Vulnerability
ARQ: Agentic CodeQL Query Refinement for C/C++ Vulnerability Detection
arXiv:2608.20637v1 Announce Type: cross Abstract: Static analyzers have been widely adopted for vulnerability detection in C/C++ programs. Query-based…
Anthropic Brings Claude Mythos 5 to Claude Security: Enterprise Teams Get Frontier Vulnerability Scanning Without Direct Model Access
Anthropic has moved its most cyber-capable model into a product security teams can switch on themselves. Claude Security scans now run on Claude Mythos 5,…
Frequency-Aware Continual Learning for Smart Contract Vulnerability Detection with Large Language Models
arXiv:2608.19680v1 Announce Type: new Abstract: Smart contract vulnerability detection with Large Language Models (LLMs) faces three causally linked…
VICBench: A Multi-Language Benchmark for Code Vulnerability Detection
arXiv:2608.12246v1 Announce Type: cross Abstract: Evaluating security vulnerability detection tools requires benchmark datasets with…
How AI is changing the vulnerability response timeline
Artificial intelligence is giving security researchers new ways to examine code, trace unusual behaviour and identify flaws that conventional tools may…
NIST Opens National Vulnerability Database Modernization to Public Comment
The National Institute of Standards and Technology is asking the public how to rebuild the National Vulnerability Database for an era of artificial…
How AI is changing the vulnerability response timeline
Artificial intelligence is giving security researchers new ways to examine code, trace unusual behaviour and identify flaws that conventional tools may…
CyberForge: Verified Vulnerability Injection at Repository Level for Cybersecurity Agent Training
arXiv:2608.06471v1 Announce Type: cross Abstract: Despite recent advances, frontier large language model (LLM) agents remain limited in discovering and…