1 code implementation • 23 Dec 2020 • Mohammad J. Hashemi, Eric Keller
Domain adaptation helps transfer the knowledge gained from a labeled source domain to an unlabeled target domain.
1 code implementation • 9 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.
1 code implementation • 23 Oct 2018 • Mohammad Hashemi, Greg Cusack, Eric Keller
For those defenses that have tried to make models more robust, with our technique, an adversary can craft adversarial examples with no knowledge of the defense.
1 code implementation • 25 Jul 2017 • Blake Caldwell, Youngbin Im, Sangtae Ha, Richard Han, Eric Keller
Disaggregating resources in data centers is an emerging trend.
Operating Systems