Cyber Reasoning System

A CRS is a fully autonomous system that takes complete responsibility for defending a set of software services.users.umiacs.umd.eduIn this paper, for the first time, FalconLLM is being fine-tuned for cybersecurity applications, thus introducing SecureFalcon, an innovative model architecture built upon FalconLLM. SecureFalcon is trained to differentiate between vulnerable and non-vulnerable C code samples. We build a new training dataset, FormAI, constructed thanks to Generative Artificial Intelligence (AI) and formal verification to evaluate its performance. SecureFalcon achieved an impressive 94% accuracy rate in detecting software vulnerabilities, emphasizing its significant potential to redefine software vulnerability detection methods in cybersecurity. (Ferrag, et al, 2023.)"Submitted on 13 Jul 2023"
===== Media =====
* A League of Extraordinary Machines: The First Steps to Autonomous Cyber Reasoning Systems
== Rhizomata ==
Cyber reasoning; Cyber intelligence; Cyber craft; cybercraft; Cyber analysis; Cyber therapy; Cybernetic reasoning
* Machine intelligence
== References ==
Category:Technology