Search Results for author: Brian Weber

Found 5 papers, 2 papers with code

The Path To Autonomous Cyber Defense

1 code implementation12 Apr 2024 Sean Oesch, Phillipe Austria, Amul Chaulagain, Brian Weber, Cory Watson, Matthew Dixson, Amir Sadovnik

Defenders are overwhelmed by the number and scale of attacks against their networks. This problem will only be exacerbated as attackers leverage artificial intelligence to automate their workflows.

QDA$^2$: A principled approach to automatically annotating charge stability diagrams

no code implementations18 Dec 2023 Brian Weber, Justyna P. Zwolak

Gate-defined semiconductor quantum dot (QD) arrays are a promising platform for quantum computing.

Benchmarking

Toward the Detection of Polyglot Files

no code implementations14 Mar 2022 Luke Koch, Sean Oesch, Mary Adkisson, Sam Erwin, Brian Weber, Amul Chaulagain

To address the problem of polyglot detection we assembled a data set using the mitra tool.

Malware Detection

Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection

1 code implementation16 Dec 2020 Robert A. Bridges, Sean Oesch, Miki E. Verma, Michael D. Iannacone, Kelly M. T. Huffer, Brian Jewell, Jeff A. Nichols, Brian Weber, Justin M. Beaver, Jared M. Smith, Daniel Scofield, Craig Miles, Thomas Plummer, Mark Daniell, Anne M. Tall

In this paper, we present a scientific evaluation of four prominent malware detection tools to assist an organization with two primary questions: To what extent do ML-based tools accurately classify previously- and never-before-seen files?

Malware Detection

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