OpenCBD: A Network-Encrypted Unknown Traffic Identification Scheme Based on Open-Set Recognition

Figure 5

When the number of encoders in the ensemble model of OpenCBD is 4, 8, and 12, accuracy of the 9-class classification tasks (identifying 8 known classes and 1 unknown class) varies as the number of known classes is randomly selected in the first training stage.