AUTONOMOUS · ADVERSARIAL · VERIFIABLE
Vorthix is an autonomous AI security researcher — not a scanner. It reads your source code and binaries, forms attack hypotheses, exploits the candidates that hold, and proves each one with sanitizer-backed evidence. Built by researchers who have found vulnerabilities in libexpat, pymonocypher, FreeRDP, and critical open-source infrastructure.
> Every finding ships with a deterministic reproducer.
WHY MOST SECURITY TOOLING FAILS
Pattern-matched warnings bury real bugs under noise. Engineers burn days triaging maybes that were never exploitable in the first place.
Pattern matching cannot reach logic flaws, incomplete fix bypasses, or cryptographic misuse. The bugs that become CVEs live exactly where signatures never walk.
Elite offensive talent takes weeks per codebase. Vorthix reasons through the same surface continuously, in parallel, without losing context.
THE LOOP
Vorthix clones the repository, compiles with AddressSanitizer, UBSan, and coverage instrumentation. It builds a model of every reachable entry point, sink, and trust boundary — source or binary.
The agent reasons adversarially. It prioritizes parsers, decoders, deserializers, and auth paths. It reads patches as claims and finds the paths where the claim’s assumption breaks.
A candidate becomes a finding only when it crashes under sanitizer. Vorthix confirms determinism across repeated runs. No finding is reported until it is reproducible.
Minimized reproducer. Sanitizer trace. Root-cause path. Suggested patch. A regression test that fails before and passes after. The full disclosure package, written autonomously.
ZERO FALSE POSITIVES
Every finding comes with a working proof-of-concept. A sanitizer trace for memory corruption. The minimized input. The exact line that breaks. Verifiable, not speculative.
$ ./poc_libexpat ================================================== ==41337==ERROR: AddressSanitizer: heap-use-after-free READ of size 4 at 0x60b000000a40 thread T0 #0 doCdataSection xmlparse.c:4622 #1 XML_ParseBuffer xmlparse.c:2103 #2 main poc_libexpat.c:58 SUMMARY: AddressSanitizer: heap-use-after-free
RECENT FINDINGS
CVE ASSIGNED — PENDING DISCLOSURE
A vulnerability in FreeRDP has been assigned a CVE. Coordinated disclosure with maintainers is underway. Full technical writeup publishes when the patch ships.
CVE ASSIGNED — PENDING DISCLOSURE
A separate finding against critical open-source infrastructure has been assigned a CVE. Target undisclosed pending coordinated release.
THE DIFFERENTIATOR
Full-stack analysis. Source code, compiled binaries, stripped firmware. If it runs, Vorthix can reason about it.
Reads patches as claims. Finds the code paths where the fix’s assumption breaks — the bugs a scanner never finds because it only checks what changed.
A finding is not a finding until AddressSanitizer confirms it. Deterministic reproduction across repeated runs. Nothing speculative ships.
Iterates 50 hypothesis cycles in the time a manual researcher reads the file tree. Chains low-severity findings into critical attack paths.
WHO BUILT THIS
Vorthix is built by security researchers and AI engineers who have found vulnerabilities in libexpat, pymonocypher, FreeRDP, and critical infrastructure software. The AI does the work. We validate the proof.
4+
CVEs Published
0
False Positives Shipped
Growing
Targets Analyzed
1M+
Executions/sec Fuzzing
Private access open to security teams and researchers.