
The sophisticated digital ecosystem, which is heavily reliant on artificial intelligence, interconnected devices, and pervasive automation, has fundamentally altered the landscape of cybersecurity, presenting an expanding attack surface that adversaries are exploiting with unprecedented speed and precision. The traditional boundaries separating routine system management from critical security events have become increasingly indistinct as attackers shift their focus from peripheral targets










