Improving Network Intrusion Detection Using Autoencoder Feature Residuals. - Brian Lewandowski; Randy C. Paffenroth; Kayleigh Campbell (ICDIS, 2022)

Autoencoder Feature Residuals for Network Intrusion Detection: Unsupervised Pre-training for Improved Performance. - Brian Lewandowski; Randy C. Paffenroth (ICMLA, 2022)

One-class Classification Using Autoencoder Feature Residuals for Improved IoT Network Intrusion Detection. - Brian Lewandowski; Randy C. Paffenroth (ICCCN, 2023)

Guidelines and a Framework to Improve the Delivery of Network Intrusion Detection Datasets. - Brian Lewandowski (SECRYPT, 2023)

Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance. - Brian Lewandowski; Randy C. Paffenroth (Mach. Learn. Knowl. Extr., 2023)