Search Results for author: Mohammad J. Hashemi

Found 2 papers, 2 papers with code

General Domain Adaptation Through Proportional Progressive Pseudo Labeling

1 code implementation23 Dec 2020 Mohammad J. Hashemi, Eric Keller

Domain adaptation helps transfer the knowledge gained from a labeled source domain to an unlabeled target domain.

Anomaly Detection Domain Adaptation +5

Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems

1 code implementation9 Aug 2020 Mohammad J. Hashemi, Eric Keller

Our evaluation conducted on a dataset with a variety of network attacks shows denoising autoencoders can improve detection of malicious traffic by up to 29% in a normal setting and by up to 45% in an adversarial setting compared to other recently proposed anomaly detectors.

Denoising Network Intrusion Detection

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