Vulnhalla

Vulnhalla Automated CodeQL Analysis with LLM Classification For a detailed overview of the research and motivation behind Vulnhalla, see the official CyberArk Threat Research blog post: Vulnhalla: Picking the True Vulnerabilities from the CodeQL Haystack Vulnhalla automates the complete security...

SAFE

SAFE SAFE performs controlled, repository-aware security assessment of Semgrep and Trivy findings in research artifacts. It supports two independent classification tasks: direct binary prediction SECURITYRELEVANT or NONSECURITY and the detailed multiclass contextual taxonomy three labels — see...

TagZilla: Automated Owner and Abuse Type Tagging for Indicators of Compromise in Threat Reports

Cyber Threat Intelligence CTI reports often describe Indicators of Compromise IoCs such as IP addresses, URLs, file hashes, and cryptocurrency wallets involved in cyberattacks. Those IoCs are typically described in the unstructured report's text, or listed at the end of the report with little...