Why AI Guardrails Are Handicapping Security Researchers in 2026
Discover how rigid AI safety policies trigger false refusals, expose zero-day privacy risks, and drive red tea…
Topic
Security
12 articles
AI in Cybersecurity: Real Production Threats and Defenses (2026)
I break down how AI amplifies both attacks and defenses in production environments—deepfakes, SOC automation, …
Reddit Fights LLM Spam With LLMs: Production Reality
Reddit now uses LLMs to fight LLM-generated spam. I break down the architecture, why detection fails in produc…
OpenAI and Trail of Bits Patch the Planet: AI for Open Source Security
OpenAI and Trail of Bits launch Patch the Planet to use AI for securing open source projects. A production-gra…
ShinyHunters Targets Oracle PeopleSoft: What Automation Engineers Need to Know
An analysis of the ShinyHunters breach of 100+ Oracle PeopleSoft servers. What automation engineers must under…
Microsoft Pulls Compromised Open Source Repos After Breach
Microsoft disabled 70+ open source repos on GitHub after hackers injected password-stealing malware. The breac…
IBM Hides State-Sponsored Breach for Years: Lawsuit
Former IBM VP alleges company covered up Chinese hacks. Production-grade automation cannot fix trust if the in…
UK Visa Portal Exposed Thousands of Passports and Selfies
A third-party site exposed over 100,000 passport photos and selfies due to a misconfigured AWS bucket. Here’s …
First VPN Takedown Exposes Cybercriminal Infrastructure and Operators
Law enforcement dismantles First VPN, a service used by 25+ ransomware gangs, and arrests its administrator. D…
AI-Powered Email Phishing: Why the Old Defenses Fail and What Works
AI-driven phishing attacks are rising. Learn why traditional email security fails and how agentic platforms li…
Practical LLM Security: Actionable Advice from the NVIDIA AI Red Team
NVIDIA’s AI Red Team reveals the top three LLM security vulnerabilities and provides step-by-step hardening ch…
Hotel Check-In Data Leak: 1M Passports Exposed via Open S3 Bucket
A hotel check-in system leaked over 1M passports and IDs due to a misconfigured S3 bucket. No sophisticated at…
Other topics