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Brian Weber
Researcher at University of Maryland, College Park
Publications - 10
Citations - 15
Brian Weber is an academic researcher from University of Maryland, College Park. The author has contributed to research in topics: Computer science & Executable. The author has an hindex of 1, co-authored 7 publications receiving 2 citations. Previous affiliations of Brian Weber include Oak Ridge National Laboratory.
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Beyond the Hype: A Real-World Evaluation of the Impact and Cost of Machine Learning-Based Malware Detection.
Robert A. Bridges,Sean Oesch,Miki E. Verma,Michael D. Iannacone,Kelly M. T. Huffer,Brian C Jewell,Jeffrey A. Nichols,Brian Weber,Justin M. Beaver,Jared M. Smith,Daniel Scofield,Craig Miles,Thomas Plummer,Mark Daniell,Anne M. Tall +14 more
TL;DR: The results show that while ML-based tools are more effective at detecting zero-days and malicious executables, they work best when used in combination with a signature-based solution, making them a poor choice if used on their own.
Journal ArticleDOI
Project-Based Learning Inspires Cybersecurity Students: A Scholarship-for-Service Research Study
Alan T. Sherman,Peter A. H. Peterson,Enis Golaszewski,Edward LaFemina,Ethan Goldschen,Mohammed Khan,Lauren Mundy,Mykah Rather,Bryan Solis,Wubnyonga Tete,Edwin Valdez,Brian Weber,Damian Doyle,Casey O'Brien,Linda Oliva,Joseph Roundy,Jack Suess +16 more
TL;DR: Over four summer days in 2017, cybersecurity students at the University of Maryland, Baltimore County (UMBC) analyzed the security of a targeted portion of the UMBC campus network, discovering numerous flaws, creating proof-of-concept exploits, and providing practical recommendations for mitigation.
Proceedings ArticleDOI
D2U: Data Driven User Emulation for the Enhancement of Cyber Testing, Training, and Data Set Generation
TL;DR: In this paper, three standard generative models for sequential data (Markov Chain, Hidden Markov Model, and Random Surfer) are employed to generate realistic user behavior emulation.
Journal ArticleDOI
Testing SOAR Tools in Use
Robert A. Bridges,Ashley E. Rice,Sean Oesch,Jeffrey A. Nichols,Cory Watson,Kevin D. Spakes,Savannah Norem,Mike Huettel,Brian C. Jewell,Brian Weber,C Gannon,Olivia Bizovi,Samuel C. Hollifield,Samantha Erwin +13 more
TL;DR: In this article , the authors present the first hands-on user study of security orchestration, automation, and response (SOAR) tools, involving 24 participants and 6 commercial SOAR tools.
Journal ArticleDOI
Project-based learning continues to inspire cybersecurity students: the 2018--2019 SFS research studies at UMBC
Enis Golaszewski,Alan T. Sherman,Linda Oliva,Peter A. H. Peterson,Michael R. Bailey,Scott Bohon,Cyrus J. Bonyadi,Casey Borror,Ryan Coleman,Johannah Flenner,Elias Enamorado,Maksim Ekin Eren,Mohammad Khan,Emmanuel Larbi,Kyle Marshall,William F. Morgan,Lauren Mundy,Gabriel Onana,Selma Gomez Orr,Lauren Parker,Caleb Pinkney,Mykah Rather,Jimmy Rodriguez,Bryan Solis,Wubnyonga Tete,Tsigereda B. Tsega,Edwin Valdez,Charles K. Varga,Brian Weber,Ryan Wnuk-Fink,Armand Yonkeu,Lindsay Zetlmeisl,Damian Doyle,Casey O'Brien,Joseph Roundy,Jack Suess +35 more
TL;DR: In this article, Suess and Damian Doyle (UMBC Division of Information Technology) and Richard Baldwin and Travis Scheponik for helpful comments have been cited for their enthusiastic cooperation.