Brian Lewandowski

According to our database, Brian Lewandowski authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance.

Brian Lewandowski, Randy C. Paffenroth

Mach. Learn. Knowl. Extr., June, 2023

Guidelines and a Framework to Improve the Delivery of Network Intrusion Detection Datasets.

Brian Lewandowski

Proceedings of the 20th International Conference on Security and Cryptography, 2023

One-class Classification Using Autoencoder Feature Residuals for Improved IoT Network Intrusion Detection.

Brian Lewandowski, Randy C. Paffenroth

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2022

Autoencoder Feature Residuals for Network Intrusion Detection: Unsupervised Pre-training for Improved Performance.

Brian Lewandowski, Randy C. Paffenroth

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Improving Network Intrusion Detection Using Autoencoder Feature Residuals.

Brian Lewandowski, Randy C. Paffenroth, Kayleigh Campbell

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022