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David A. Bierbrauer
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 4
Top Topics
Unsupervised Learning
Network Traffic
Intrusion Detection
Network Intrusion
Top Venues
CoRR
BDCAT
Expert Syst. Appl.
WSC
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Publications
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Joshua A. Wong
,
Alexander M. Berenbeim
,
David A. Bierbrauer
,
Nathaniel D. Bastian
Uncertainty-Quantified, Robust Deep Learning for Network Intrusion Detection.
WSC
(2023)
David A. Bierbrauer
,
Michael J. De Lucia
,
Krishna Reddy
,
Paul Maxwell
,
Nathaniel D. Bastian
Transfer learning for raw network traffic detection.
Expert Syst. Appl.
211 (2023)
Yasir Ali Farrukh
,
Irfan Khan
,
Syed Wali
,
David A. Bierbrauer
,
John A. Pavlik
,
Nathaniel D. Bastian
Payload-Byte: A Tool for Extracting and Labeling Packet Capture Files of Modern Network Intrusion Detection Datasets.
BDCAT
(2022)
David A. Bierbrauer
,
Alexander Chang
,
Will Kritzer
,
Nathaniel D. Bastian
Anomaly Detection in Cybersecurity: Unsupervised, Graph-Based and Supervised Learning Methods in Adversarial Environments.
CoRR
(2021)