2019 MILCOM

Technical Paper Session: CSTC-5: Machine Learning for Cyber Security - Session Two (Room Energy 1)

13 Nov 19
2:00 PM - 4:35 PM

Tracks: Track 3: Cyber Security and Trusted Computing, Unclassified Technical Paper Sessions

Chair: Jack W. Stokes (Microsoft Research, USA)

ScriptNet: Neural Static Analysis for Malicious JavaScript Detection

Jack W. Stokes (Microsoft Research, USA); Rakshit Agrawal (University of California, Santa Cruz, USA); Geoff McDonald (Microsoft Corporation, Canada); Matthew Hausknecht (Microsoft Research, USA)

Insights into Malware Detection via Behavioral Frequency Analysis Using Machine Learning

Aaron Walker and Shamik Sengupta (University of Nevada, Reno, USA)

An Intelligent System for Preventing SSL Stripping-based Session Hijacking Attacks

Mainuddin Ahmad Jonas, Risul Islam and Md Shohrab Hossain (Bangladesh University of Engineering and Technology, Bangladesh); Husnu S Narman (Marshall University, USA); Mohammed Atiquzzaman (University of Oklahoma, USA)

Break

Domain Flux-based DGA Botnet Detection Using Feedforward Neural Network

Protick Bhowmick, Md. Ishtiaq Ashiq and Md Shohrab Hossain (Bangladesh University of Engineering and Technology, Bangladesh); Husnu S Narman (Marshall University, USA)

Rumor Detection on Time-Series of Tweets via Deep Learning

Chandra Mouli Madhav Kotteti, Xishuang Dong and Lijun Qian (Prairie View A&M University, USA)