Research Article

A Novel Way to Generate Adversarial Network Traffic Samples against Network Traffic Classification

Table 3

Notations of defense model.

NotationDescriptionRemarks

Perturbation
The network traffic adversarial samples that are created by defenders with addition of perturbation into traffic
Feature set of traffic
Classification function of the classification modelInput value is traffic , output value is the probability of type th of traffic where belongs to