The ROT Independent Security Research Lab specializes in offensive engineering and technical audits. We translate rigorous research into production-grade, open-source artifacts designed to challenge modern enterprise defenses.
Battle-tested in real-world engagements. Research artifacts released free for the security community.
Production-grade WebSocket scanner featuring Smart Payload Evolution (genetic algo on 22,000+ payloads), Headless DOM Invader for zero-false-positive XSS confirmation, SSO/OAuth Auth Flow Automation, CyberNode visual attack chaining, Multiplayer Red Team Mode (6-char room codes, live roster), AI Highlight-to-Hack payload gen, OAST blind detection via interact.sh, and a cross-platform Desktop app with 22+ integrated web pentest tools.
Open-source AI red teaming framework with genetic prompt evolution. 29 attack modules across 8 categories covering the full OWASP LLM Top 10. Smart Prompt Evolution (SPE-NL) engine breeds, mutates, and evolves attack payloads based on target LLM feedback. Cross-platform Desktop app with real-time scan visualization.
An aesthetic, interpreted programming language for masterminds. Full sequence protocol support including yield/delegate/transmit/receive, native async/await, expressive foresee/cycle control flow, lazy evaluation via generator expressions, and robust attempt/recover error handling with a built-in REPL.
Mutation-based fuzzer for finding crashes in network protocol implementations. AFL-style coverage-guided instrumentation, multi-process distributed fuzzing, smart context-aware mutation engine, automatic crash classification with exploitability assessment, real-time dashboard, and HTML/JSON/text report generation.
Fine-tuned CodeLlama-7B model trained on 1,472 annotated real-world exploit samples. Generates working Python and C proof-of-concept code for CVEs with 78.4% token-level accuracy. GGUF-quantized for fast local inference — zero cloud dependency.
Modern WAF bypass tamper scripts for SQLMap targeting Cloudflare, AWS WAF, and Azure WAF using 2025 evasion techniques. Full SQL lexer with UUID tracking, AST-based hierarchical transformation with nested subquery handling, and deterministic output with reapplication protection.
Async GraphQL security scanner (10x faster with async HTTP) featuring 100+ attack payloads covering SQL injection, NoSQL, XSS, command injection, path traversal, LDAP injection, introspection abuse, batch query DoS, nested query DoS, and mutation injection — with Burp Suite proxy integration and HTML report generation.
We build artifacts that work in production environments, moving beyond theoretical PoCs to functional, battle-tested tools.
Optimizing for performance and accuracy using Go, C++, and direct syscalls to achieve industry-leading scanning benchmarks.
The core of our mission is open source. We believe the best security is audited by the community and released for collective defense.
The ROT Independent Security Research Lab is a specialized initiative founded by Regaan — a Security Researcher specializing in protocol fuzzing and adversarial simulation.
Every tool is born from real-world offensive security research and tested against real targets before release. No theoretical prototypes — only production-grade security tooling.
All tools are fully open source. Pull requests, issue reports, and payload contributions are welcome.
Our mission is simple: high-performance, open-source security research. Whether you're a developer or researcher, help us push the boundaries.