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Offensive Research.
Documentation of my findings in the wild, including vulnerability writeups, deep-dives into protocol manipulation, and novel WAF evasion strategies.
RESEARCH v1.0.6MARCH 2026AUTHOR: REGAAN R
Basilisk: An Evolutionary AI Red-Teaming Framework via SPE-NL.
A deep dive into Smart Prompt Evolution for Natural Language (SPE-NL). I document the methodology for systematic security evaluation of LLMs using genetic algorithms and adversarial mutation engines.
TECH WALKTHROUGHMARCH 2026
Evolving Adversarial Prompts: The Logic Behind SPE-NL.
A step-by-step walkthrough of the mutation operators, fitness functions, and selection strategies that make Basilisk effective against production LLM guardrails.
View Breakdown
15 min read
Responsible Disclosure
All research published by Rot Hackers follows a strict vulnerability disclosure protocol. We give vendors 90 days to remediate critical flaws before releasing PoC code and technical details to the public domain.