Hundreds of thousands of taxpayers lost personal data in a recent cyberattack on the French tax office. The agency now employs AI tools to probe its own systems for remaining vulnerabilities. This shift toward automated red-teaming aims to harden government infrastructure. Practitioners should note the move toward AI-driven defensive security in public sectors.