MARS: Automated Protocol Analysis Framework for Internet of Things

Design of an Efficient Forensic Layer for IoT Network Traffic Analysis Engine using Deep Packet Inspection via Recurrent Neural Networks

“…Transfer learning enables the transfer of knowledge from pre-trained models to new tasks or domains, thereby reducing the need for large amounts of training data. The techniques of reinforcement learning can optimize the decision-making process in real-time, thereby enhancing the efficacy of network forensics [24,25].…”