Search Results for author: Eric Keller

Found 4 papers, 4 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

Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses

1 code implementation23 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.

Blocking

FluidMem: Memory as a Service for the Datacenter

1 code implementation25 Jul 2017 Blake Caldwell, Youngbin Im, Sangtae Ha, Richard Han, Eric Keller

Disaggregating resources in data centers is an emerging trend.

Operating Systems

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