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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My Research Journal: I Thought Web Scraping Was the Hard Part
The modern web is honestly astonishing. There are layers upon layers of security mechanisms working behind the scenes, and some of these systems are…
OWASP A03 & A04: Understanding Software Supply Chain and Cryptographic Failures
By Samyuktha Introduction Some categories in the OWASP Top 10 are about what's broken in your own code. A03 and A04 are about something a little dif…
Learning OWASP A01 and A02: Broken Access Control and Security Misconfiguration
By Samyuktha Introduction Not every learning exercise ends with a dramatic finding, and that's a fine outcome. This post walks through two OWASP Top…
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.…
The Pentester’s Guide to Finding CBC Bit Flipping Vulnerabilities
If you spend enough time poking at web applications, you’ll eventually run into a target that handles session management poorly. You’ll intercept a…
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…
XSS Explained: How Attackers Execute JavaScript Inside Your Application
Hook What if an attacker could execute JavaScript inside your users’ browsers — using nothing more than a comment box? That’s exactly what Cross-Sit…