Data-Centric Security and AI Red Teaming Reshape Cyber Defenses

Corporate cybersecurity is moving away from traditional perimeter defenses toward a data‑centric model that protects information at the packet level. The approach emphasizes micro‑segmentation, user‑entity behavior analytics (UEBA), honeypots, data‑loss‑prevention (DLP) and compliance with GDPR, aiming to stop lateral movement, shadow‑IT and low‑profile data exfiltration.

At the same time, the widespread adoption of generative AI expands the attack surface. AI red‑team exercises, including prompt‑injection and training‑data extraction tests, are being promoted to complement classic penetration testing. CIOs and CISOs are urged to integrate these methods to identify model vulnerabilities, meet emerging regulatory expectations and strengthen overall resilience.