CLOUDFLARE TESTS MYTHOS ON 50+ REPOS, CHAINS BUGS INTO EXPLOITS

The testing phase, which has spanned several months, focuses on evaluating security-oriented LLMs on Cloudflare's own infrastructure. Mythos stands out for its capacity to identify and link disparate vulnerabilities into cohesive attack chains—a capability that moves beyond detecting isolated bugs. The research, detailed by Grant Bourzikas at Cloudflare, introduces a vulnerability discovery harness designed to systematize the process of finding security flaws. This tool appears to work alongside Mythos to improve detection and analysis workflows. Chaining bugs into unified exploits represents a higher-order security challenge than single-bug discovery. It mirrors how real-world attackers operate, combining multiple weaknesses to compromise systems. Cloudflare's work suggests LLMs may play an expanding role in both offensive and defensive security research, automating the complex task of vulnerability correlation across large codebases.