How we think about research at a machine-speed lab.
CYBRET treats research as infrastructure, not marketing. Every claim ships with its graph, its adversary model, and the counter-factual we ran against it.
AI-Powered Cyber Attacks and the Rise of Autonomous Adversaries.
We catalogue 41 agentic-attacker capabilities observed in the wild over the last 18 months, and describe why rule-based defenses under-respond by two orders of magnitude.
Security in the Age of Machine Speed.
A primer on graph-native detection: why latency budgets, not model size, are the real ceiling, and how CYBRET agents stay under a 400 ms reasoning envelope end-to-end.
The CYBRET Thesis: Defense at Machine Speed.
68 pages on neurosymbolic reasoning, adversary modeling, and the economics of agentic defense. Includes the full CYBRET-Bench v0.3 protocol and reproducibility scripts.
All notes & papers.
A short note when we publish. Nothing else.
Five or six times a year, one paragraph, a link, signed. No drip campaigns, no product announcements, no webinar invites.