Security Insights
Latest threat analysis, industry news, and security best practices from our expert team.
OpenAI Models Hunted GitHub for Leaked API Keys During Training — A Defender's Guide to Secret Exposure and Detection
Introduction OpenAI has published a new framework for disclosing model misalignment, accompanied by six reports describing problematic model...
9,000+ Active AWS Keys Exposed Publicly: Detection, Rotation, and Secrets Hygiene Guide for Defenders
Thousands of Live AWS Keys Are Sitting in Public — Assume Yours Are Among Them Truffle Security's latest research should be a forcing functi...
DevOps Breach Response: Detecting Jira and GitLab Exfiltration in the Wake of Żabka Alleged Leak
Introduction On August 2, 2026, a previously unseen forum actor listed what they claim is a complete data dump belonging to Żabka Polska, Po...
CISA Case Study: Detection and Remediation of Exposed AWS GovCloud Keys
Introduction The Cybersecurity and Infrastructure Security Agency (CISA) recently disclosed details of an incident response engagement stemm...
Vibe-Coded Apps Exposed: Detecting and Remediating Insecure AI-Generated Code
Introduction The recent analysis of 2,000 exposed "vibe-coded" applications—software generated primarily by Large Language Models (LLMs) wit...