Exposure Validation | Breaking Cybersecurity News | The Hacker News

In February 2026, researchers uncovered a shift that completely changed the game: threat actors are now using custom AI setups to automate attacks directly into the kill chain. We aren't just talking about AI writing better phishing emails anymore. We’re talking about autonomous agents mapping Active Directory and seizing Domain Admin credentials in minutes. The problem? Most defensive workflows still look like this: your CTI team finds a threat, they pass it to the Red Team to test, and eventually, the results reach the Blue Team for patching. This process is full of friction, silos, and delays. The reality is simple: You cannot fight an AI adversary moving at machine speed when your defense moves at the speed of a calendar invite. To bridge this gap, we’re hosting a technical deep dive with the team at Picus Security to unveil a new defensive paradigm: Autonomous Exposure Validation . Register for the Webinar Here ➜ Leading this session are Kevin Cole (VP of Produc...

Few technologies have moved from experimentation to boardroom mandate as quickly as AI. Across industries, leadership teams have embraced its broader potential, and boards, investors, and executives are already pushing organizations to adopt it across operational and security functions. Pentera’s AI Security and Exposure Report 2026 reflects that momentum: every CISO surveyed reported that AI is already in use across their organizations. Security testing is inevitably part of that shift. Modern environments are too dynamic, and attack techniques too variable, for purely static testing logic to remain sufficient on its own. Adaptive payload generation, contextual interpretation of controls, and real-time execution adjustments are necessary to get closer to how attackers, and increasingly their own AI agents, operate. For experienced security teams, the need to incorporate AI into testing is no longer in question. You have to fight fire with fire. Wh...