Brian Lewandowski

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Network Intrusion Detection

Network Intrusion

Feature Vectors

Image Segmentation

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Brian Lewandowski
Guidelines and a Framework to Improve the Delivery of Network Intrusion Detection Datasets. SECRYPT (2023)
Brian Lewandowski, Randy C. Paffenroth
Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Brian Lewandowski, Randy C. Paffenroth
One-class Classification Using Autoencoder Feature Residuals for Improved IoT Network Intrusion Detection. ICCCN (2023)
Brian Lewandowski, Randy C. Paffenroth
Autoencoder Feature Residuals for Network Intrusion Detection: Unsupervised Pre-training for Improved Performance. ICMLA (2022)
Brian Lewandowski, Randy C. Paffenroth, Kayleigh Campbell
Improving Network Intrusion Detection Using Autoencoder Feature Residuals. ICDIS (2022)