xclow3n
00·operator profile

xclow3n

breaks stuff for fun & profit.
also writes about it, sometimes.

research·writeups·ctf·web
02·archive06 entries·since 2024·latest march 2026

grimoire

quickhacks, research, writeups.

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latest2026.03·research

Testing AI for Vulnerability Research: 4 Approaches & Where I Failed

Tested 4 AI-assisted approaches for finding vulnerabilities over one week. Found real bugs - 14 confirmed vulns in one target in 20 minutes. Also burned time on an approach that found nothing useful. Honest breakdown of what worked and what didn't.

#AI#Vulnerability Research#SAML#HTTP Smuggling#Security