2019 MILCOM

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 SweetStephen 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)