KL3FT3Z
@toxy4ny
🔴 KL3FT3Z
Red Teamer · Offensive AI Researcher · Open-Source Security Tools
👤 About
Certified professional penetration tester and red teamer operating within Offensive AI Laboratory Bureau 204d and HackTeam.RED.
All tools and research are published under a full framework of professional licenses, contracts, SLAs, and NDAs.
🔭 Currently building adversarial AI benchmarks and container security tooling🌱 Researching LLM jailbreaks, prompt injection, and autonomous red team operations👯 Open to collaboration with cybersecurity researchers, blue teamers, and AI safety teams✍️ Sharing technical write-ups on DEV Community
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> Previously active on GitHub as @toxy4ny(https://github.com/toxy4ny) (~2K followers, 800+ stars).
> All repositories are actively maintained here.
🛠️ Projects
| Project | Description | Stack | Status |
|---|---|---|---|
| flibustier | Docker security auditing & misconfiguration scanner | Go, Shell | |
| redteam-ai-benchmark | Framework for evaluating LLM robustness against red team tactics | Python | |
| perforator | Stress-testing and performance analysis tooling | Python | |
| decoy-hunter | Stealthy scanner for detecting fake/honeypot services | Python | |
| COPY-FAIL | Hardened C implementation for redteam and authorized penetration testing operations. | C |
📝 Latest Articles
- Research Bypassing Activation Lock via Device-to-Device Migration in iOS: A Retrospective Analysis (DEV Community)
- Research context and methodology behind
flibustier(DEV Community) - LLM Red Teaming: from theory to benchmark (DEV Community)
🌐 Connect
| Platform | Handle |
|---|---|
| hackteam.red | |
| @toxy4ny.bsky.social | |
| @toxy4ny@defcon.social | |
| toxy4ny@parasite.rip | |
| dev.to/toxy4ny |
⚖️ Ethics & Disclosure
All published tools are intended for authorized security auditing, education, and defensive research only.
If you discover a potential misuse of any project, please report it via email.
Built with paranoia. Validated by the community.
Personal projects
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