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.
🛠️ Old Projects from GitHub (everything I managed to save after the lockdown.)
| 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 | |
| kevlar-benchmark | Kevlar Benchmark: OWASP Top 10 for Agentic Apps (AI-Agents) 2026 a Red Team Benchmark. | 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 | |
| FLEAMARKET | Fleamarket - Python-based scanner forgotten API keys of developers and their secrets | Python | |
| BL00DYM4RY | C | ||
| ARTAXERXES | Advanced Multi-Technology Stress Testing Framework on GPU | C |
🛠️ New Projects and Stuff
| Project | Description | Stack | Status |
|---|---|---|---|
| delirium-ai-safety-benchmark | A diagnostic framework for measuring LLM vulnerability to Affective Contextual Erosion (ACE) and related liminal attack vectors. | Go | |
| RinHit | RinHit - macOS ecosystem reconnaissance framework. Collects artifacts from the Apple ecosystem to build timelines of network activity, cross-device identity, and physical location correlation. | Go | |
| Sam The Butcher | Sam The Butcher is a single-file, standalone Windows executable that extracts credential hives (SAM, SYSTEM, SECURITY) and other locked files by reading the raw NTFS disk directly — bypassing file locks, EDR minifilters, and standard Windows access controls. | 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)
- The Lux Case: Emergent AI Identity in DeepSeek (DEV Community)
- Your 'Private' DeepSeek Chat is One Google Dork Away (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.