We Let an AI Attack Our Security Pipeline. Here's What 412 Attacks Taught Us.
We built an autonomous red-team loop that invents evasion techniques, tests them against our DLP and content safety scanners, then builds the defense. It has generated 328 adversarial patterns and defended against 84 CVE and OWASP vectors. It runs three phases: CVE regression, false positive validation, and creative attack generation.
We Let an AI Attack Our Security Pipeline. Here's What 412 Attacks Taught Us.
We built an autonomous red-team loop that invents evasion techniques, tests them against our DLP and content safety scanners, then builds the defense. It has generated 328 adversarial patterns and defended against 84 CVE and OWASP vectors. It runs three phases: CVE regression, false positive validation, and creative attack generation.