NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models

arXiv:2403.10319v1 Announce Type: cross
Abstract: In computer networking, network traffic refers to the amount of data transmitted in the form of packets between internetworked computers or systems. Monitoring and analyzing network traffic is crucial for ensuring the performance, security, and reliability of a network. However, a significant challenge in network traffic analysis is to process diverse data packets including both ciphertext and plaintext. While many methods have been adopted to analyze network traffic, they often rely on different datasets for …

arxiv benchmark cs.cr cs.ni dataset foundation foundation models large network network traffic scale traffic