METHODS, ARCHITECTURES, APPARATUSES AND SYSTEMS DIRECTED TO ZERO-TOUCH DETERMINATION OF AUTHENTICITY OF TRANSCEIVERS IN A NETWORK

Procedures, methods, architectures, apparatuses, systems, devices, and computer program products directed to zero-touch determination of authenticity of transceivers in a network are provided. Among the apparatuses is an apparatus that may be configured to receive a transmission from a transmitter having an attributed identifier; obtain a predicted value output from a trained neural network based on samples of the transmission and learned information corresponding to the identifier input into the trained neural network; determine that the identifier is spoofed or not spoofed based on the predicted value and one or more criteria; and perform an action in connection with the transmission based on the determination. The apparatus may be configured to (i) issue an alert indicating that the transmission is suspicious based on a determination that the identifier is spoofed, or (ii) further process the transmission based on a determination that the identifier is not spoofed.