AI Assurance Monitoring
AI Assurance Monitoring provides real-time validation that models remain uncompromised and operationally aligned, reducing risk while accelerating adoption.
WHAT THIS ENABLES
Understand how AI systems behave under stress and uncertainty
Reveal hidden weaknesses before they can be exploited
Validate AI performance beyond simple accuracy metrics
Detect drift, degradation, or poisoning over time
Build confidence in AI supporting high-stakes decisions
HOW IT WORKS
WHY IT MATTERS
AI systems often fail when operationalized. REVEAL exposes how and why those failures occur, identifying both unintentional failure modes and adversarial manipulation, so teams can anticipate risks, detect deviations from intended behavior, and deploy AI with confidence in high-consequence environments.
Empowering Cyber Operators: Exploit AI's Hidden Weaknesses through Algorithm Fingerprinting and Targeted Data Poisoning
REVERSE ENGINEERING AND VULNERABILITY ELUCIDATION OF ALGORITHMS (REVEAL) system focuses on reverse engineering and characterizing AI/ML algorithms' learning mechanisms, particularly addressing security concerns such as adversarial attacks, model drift, and data poisoning. This system provides a systematic, generalizable approach to assessing AI/ML algorithms' robustness and identifying vulnerabilities.