A Novel Byte-Level Flow-to-Image Encoding Method for Network Intrusion Detection Systems

Ziyu Mu, Zihui Yan, Xiyu Shi +1

Network-based Intrusion Detection Systems (IDS) are predominantly trained on tabular flow records, whose one-dimensional representations limit convolutional architectures from expl…