Detecting Compromised IoT Devices Using Autoencoders and Sequential Hypothesis Testing

An effective and efficient framework, named CUMAD, is developed to detect compromised IoT devices by integrating an autoencoder-based anomaly detection subsystem with a sequential probability ratio test (SPRT)-based sequential hypothesis testing subsystem.