/RoNetTC

Reliable Open-Set Network Traffic Classification

Requirment

  • Pytorch 1.3.0
  • Python 3
  • sklearn
  • numpy
  • scipy

Python train.py

Input Data Format

The model inputs are: parallel inputs for three views. For example, in one view, X represents the raw bytes of multiple packets in a flow.

Here, H, W, and C refer to the height, width, and channels of X, respectively. These are formed by embedding the original one-dimensional bytes and stacking them into a channel in a cross-shaped, non-collapsed manner with a preset configuration of four packets.

  • Dimensions: (H, W, C)
    • H: Height
    • W: Width
    • C: Channels,