Post-quantum transport, hardened tooling, and ML pipelines that hold up to real-world adversaries — built end-to-end, shipped open-source, audited in production.
Tool downloads
CVEs disclosed
Events / day
Uptime SLO
Research
2024 — 2026
Years at the intersection of offensive security and applied AI — published research, open-source tools, and quiet consults for teams shipping things that actually matter.
Connect with andrewctfCapabilities
Exploit development, fuzzing, threat modeling, and red-team automation. CVE disclosure and patient adversary emulation.
Production ML systems and AI safety research. Anomaly detection, robust training, red-teaming LLM pipelines.
Hybrid PQ transport, key-exchange engineering, and formal verification of cryptographic state machines.
Hardened, observable infrastructure. Zero-trust networks, signed releases, sandboxing, and supply-chain integrity.
Testimonials
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