Find the crash before the adversary writes the exploit.
Coverage-guided fuzzing for your own applications, protocols and parsers, with an AI that proposes inputs a human would not think of and triages the crashes it finds.
Most of the vulnerabilities that matter were never in a scanner's database; they were waiting in code nobody had tested with the right malformed input. AI Fuzzer generates those inputs at machine speed, measures what each one reaches and keeps the ones that find new paths.
The AI does the tedious part: it clusters thousands of crashes into a handful of root causes, writes the minimal reproduction and estimates exploitability, so engineers fix the one that matters first.
Capabilities
- Coverage-guided and grammar-aware input generation
- AI-proposed seeds from specifications and sample traffic
- Automatic crash clustering and minimisation
- Exploitability estimate and ranked fix list
- Continuous mode in your build pipeline
- Findings flow into the platform's incident workflow
AI Fuzzer
Point the fuzzer at a binary, an API specification or a captured protocol session.
Inputs mutate under coverage feedback; the AI proposes structured candidates.
Crashes are clustered, minimised and ranked by likely impact.
Each fix is re-tested automatically against the stored reproduction.
Find the crash before the adversary writes the exploit.
Unknowns found
Bugs no signature could have caught, in your own code.
Engineer time saved
One root cause to fix instead of a thousand crash reports.
Proof of testing
A replayable record of what was tested, when and how deeply.
OWASP and compliance
Application security testing and compliance evidence for the frameworks your auditors expect: OWASP ASVS and Top 10, ISO 27001, NIST CSF and PCI DSS, with findings routed to the teams that fix them.
Learn moreAdversary Elimination
Threat hunting, incident response and authorised adversary emulation from one team and one platform, so that the lessons of each engagement harden the next.
Learn moreSpark Shield
Edge protection for portals, APIs and citizen services: request inspection, bot and abuse control, rate shaping and virtual patching, tuned by the same AI that watches your estate.
Learn moreSee this module on live data.
A focused 45-minute session with your team, in Doha or online.