MambaNetBurst: Direct Byte-level Network Traffic Classification without Tokenization or Pretraining
arXiv:2605.11034v1 Announce Type: cross
Abstract: We present MambaNetBurst, a compact tokenizer-free byte-level sequence classifier for network burst classification based on a Mamba-2 backbone. In contrast to most recent strong traffic-classification …