AI Didn't Hack OpenAI. A Missed Debian Backport and an SSO Misconfiguration Did
The headline that circulated this week sounds like a movie trailer: hackers breached OpenAI's internal codebase in 72 hours, and an AI model wrote t…
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Where the LLM Stops: Deterministic Scoring in an AI-Assisted VAPT Pipeline
Every VAPT report ends the same way: a handful of numbers. A CVSS score. A severity label. A priority rank. Sometimes an aggregate risk score. Those…
Standardizing safe generative UI implementation
Distinguishing between AI code generation for development and runtime executable UI is a critical requirement for modern software engineering teams.…
Safely hosting arbitrary user HTML: the cookieless-origin sandbox pattern
ShareMyPage lets people publish HTML, often generated by an LLM like Claude or ChatGPT, and share it behind per-page access control. So the core of…
Sqreen: Securing Web Apps via Model Artifact Auditing
Sqreen (YC W18): Securing Web Apps by Auditing Model Artifacts, Not Just Code Sqreen positions itself as a defense layer for modern web applications…