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Technical Paper Session: CSTC-2: Machine Learning for Cyber Security - Session One
(
Room
Energy 1
)
12 Nov 19
2:00 PM
-
4:35 PM
Tracks:
Track 3: Cyber Security and Trusted Computing, Unclassified Technical Paper Sessions
Chair: Bassam S Farroha (US DoD, USA)
Detection of Encrypted Malicious Network Traffic Using Machine Learning
Michael De Lucia
(Army Research Lab (ARL), USA);
Chase Cotton
(University of Delaware, USA)
Synthetic Intrusion Alert Generation Through Generative Adversarial Networks
Christopher R Sweet
,
Stephen Moskal
and
Shanchieh Jay Yang
(Rochester Institute of Technology, USA)
A Case Study on Using Deep Learning for Network Intrusion Detection
Gabriel C Fernandez
and
Shouhuai Xu
(University of Texas at San Antonio, USA)
Break
Neural Malware Control with Deep Reinforcement Learning
Yu Wang
(Microsoft Corporation, USA);
Jack W. Stokes
(Microsoft Research, USA);
Mady Marinescu
(Microsoft, USA)
Detection of Prevalent Malware Families with Deep Learning
Jack W. Stokes
(Microsoft Research, USA);
Christian Seifert
(Microsoft Corporation, USA);
Jerry Li
(Snap, USA);
Nizar Hejazi
(Uber Corporation, USA)
When Autonomous Intelligent Goodware Will Fight Autonomous Intelligent Malware: A Possible Future of Cyber Defense
Paul Theron
(Thales & Aerospace Cyber Resilience (Cyb'Air) Research Chair, France);
Alexander Kott
(United States Army Research Laboratory, USA)
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