Deep Learning Approaches for Network Traffic Classification in the Internet of Things (IoT): A Survey

The Internet of Things (IoT) has witnessed unprecedented growth, resulting in a massive influx of diverse network traffic from interconnected devices. Effectively classifying this network traffic is crucial for optimizing resource allocation, enhancing security measures, and ensuring efficient network management in IoT systems. Deep learning has emerged as a powerful technique for network traffic classification due to its ability to automatically learn complex patterns and representations from raw data. This survey paper aims to provide a comprehensive overview of the …

classification cs.cr cs.lg cs.ni deep learning devices effectively growth internet internet of things iot management network network management network traffic resource security security measures survey systems things traffic traffic classification unprecedented