snailsploit[$]
Tool · Bug Bounty Automation

SnailHunter

AI-powered bug bounty automation — LLM analysis combined with traditional security scanning.

LanguagePython
CategoryBug Bounty Automation
LicenseOpen source
CostFree

Overview

AI-powered bug bounty automation — LLM analysis combined with traditional security scanning. Built by Kai Aizen as part of the SnailSploit offensive toolkit.

Get it

Source, install instructions, issue tracker, and changelog live on GitHub:

GitHub repo↗ README↗ Issues↗ Releases↗

How it fits

This tool is part of the research and services programs — same methodology that produced 23 published CVEs and 5 Linux kernel patches. For deeper context on the offensive techniques it implements, see the wiki and the frameworks.

more from the toolkitall tools →
research
Original research →
43 pieces of original adversarial-AI and offensive security research
engage
Services →
AI red teaming · Pen testing · Social engineering
frameworks
Frameworks →
AATMF · SEF · P.R.O.M.P.T · Toolkit · Playbook
Author
Kai Aizen
Independent offensive security researcher. 23 published CVEs, 5 Linux kernel mainline patches, creator of AATMF / P.R.O.M.P.T / SEF, author of Adversarial Minds.
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