SecureFalcon: The Next Cyber Reasoning System for Cyber Security. (arXiv:2307.06616v1 [cs.CR])

Software vulnerabilities leading to various detriments such as crashes, data
loss, and security breaches, significantly hinder the quality, affecting the
market adoption of software applications and systems. Although traditional
methods such as automated software testing, fault localization, and repair have
been intensively studied, static analysis tools are most commonly used and have
an inherent false positives rate, posing a solid challenge to developer
productivity. Large Language Models (LLMs) offer a promising solution to these
persistent issues. Among these, FalconLLM has …

adoption analysis applications automated breaches crashes cyber cyber security data data loss localization loss market quality reasoning repair security security breaches software software applications software testing software vulnerabilities static analysis system systems testing tools vulnerabilities