Research Article

An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method

Table 2

Datasets of training and testing.

NameSample size

Training datasetTraffic images of initial spoofing
First vehicle: 1119
Last vehicle: 1119
Congestion images 30 minutes later
First vehicle: 1119
Last vehicle: 1119

Test datasetTraffic images of initial spoofing
First vehicle: 500
Last vehicle: 500
Congestion images 30 minutes later
First vehicle: 500
Last vehicle: 500