A network intrusion detection method that integrates improved spatiotemporal residual network and generative adversarial network (GAN) in a big data environment is proposed to address the issues of poor feature extraction and significant impact from data imbalance in most existing intrusion detection methods. First. GANs are used for wireless sensor network data resampling to generate... https://www.roneverhart.com/Audio-Savage/