The electromagnetic spectrum has emerged as a critical operational domain in modern military and civilian communication environments. The rapid proliferation of wireless devices, software-defined radios (SDRs), unmanned systems, satellite communications, and Internet of Things (IoT) technologies has significantly increased spectrum congestion and operational complexity. As a result, the ability to monitor, classify, authenticate, and protect radio frequency (RF) transmissions has become an essen