As artificial intelligence continues its rapid evolution, more and more AI systems are transitioning from prototype environments into full-scale production. With this shift comes a heightened responsibility. These systems must undergo rigorous and continuous testing to ensure they behave as intended under real-world conditions. CISOs should take immediate steps to review OWASP’s AI Testing Guide and determine how it can fit into their security programs to ensure AI systems are deployed securely and responsibly across the enterprise.
Unlike traditional software or even earlier forms of machine learning, production-grade AI introduces new challenges. From non-deterministic outputs and unpredictable behavior to data poisoning risks and vulnerability to adversarial inputs, the threat landscape has been shifting. In light of this, the OWASP Foundation has released an AI Testing Guide (AITG) to help teams identify, test, and mitigate risks associated with the development, deployment, and operation …