As cyber threats become ever more sophisticated, traditional defense strategies are often inadequate to effectively defend against the latest approaches. Machine learning delivers a powerful solution for enhancing cybersecurity defenses by streamlining threat detection, responding to breaches in real-time, and predictively finding security gaps wit