Built on proof. Not promises.

Our Research Philosophy

The premise behind Vorthix is simple to state and hard to execute: a security finding is only as trustworthy as the evidence behind it. Most vulnerability tooling optimizes for coverage — flag as much as possible, let a human sort out what matters. Vorthix optimizes for the opposite: report nothing until it has been demonstrated, so that everything reported can be trusted without re-verification. This is what proof-based security research means in practice — a candidate becomes a finding only after it crashes the target under a runtime sanitizer, not when it looks risky on inspection.

The second premise is that a closed CVE is not necessarily a closed problem. Vorthix treats every merged security patch as a testable claim rather than a resolved question, and systematically checks whether the claim's assumption holds across every code path that shares its precondition — the technique documented in full in the incomplete fix detection guide. Open-source infrastructure is the deliberate focus: a single parser, cryptographic library, or protocol implementation routinely sits underneath thousands of downstream applications, which makes it the highest-leverage place to find and fix a real vulnerability.

The Technical Approach

Every target is compiled with AddressSanitizer and UBSan instrumentation before any analysis begins, so that memory-safety and undefined-behavior violations terminate the program deterministically instead of corrupting state silently. Input generation combines targeted harness construction for high-priority call sites with coverage-guided fuzzing — conceptually similar to libFuzzer and AFL++, run continuously at over one million executions per second — for broader exploration of the input space. Patch review uses call-graph and data-flow analysis to perform patch-diff and variant analysis: mapping every call site a fix's guard condition is supposed to cover, then testing each one independently.

Responsible Disclosure Process

Every Vorthix finding follows coordinated disclosure. Once a vulnerability is confirmed by sanitizer, it is reported privately to the maintainer or vendor — through a GitHub Security Advisory, a project's dedicated security contact, or the relevant CNA (CVE Numbering Authority) intake process — along with the reproducer, sanitizer trace, root-cause analysis, and a suggested patch. Public disclosure follows the patch, not the discovery: the technical writeup, sanitizer output, and timeline publish once a fix is available, giving downstream users a remediation path before the technical details are public. See our security policy for how to report an issue in Vorthix itself.