Tag: testers

Require third-party adversarial testing for all models entering public production.

Steven Haynes

The Case for Mandatory Third-Party Adversarial Testing in AI Deployment Introduction Artificial Intelligence has moved from research labs into the backbone of our global infrastructure. From healthcare diagnostic tools to financial underwriting systems, large language […]

White-box testing allows for deep access to model parameters and gradient flows for comprehensive vulnerability scans.

Steven Haynes

White-Box Testing: Unlocking the Full Security Potential of AI Models Introduction As Artificial Intelligence (AI) and Machine Learning (ML) systems become the backbone of critical infrastructure—from financial fraud detection to autonomous driving—the stakes for their […]