Artificial Intelligence for Cyber Security
Papers from the 2017 AAAI Workshop
William Streilein, Chair
AAAI Technical Report WS-17-04
This technical report was published as part of The Workshops of the Thirty-First AAAI Conference on Artificial Intelligence: Technical Reports WS-17-01 – WS-17-15 by The AAAI Press, Palo Alto, California
Contents
Collective Classification of Social Network Spam
Jonathan Brophy, Daniel Lowd
ATOL: A Framework for Automated Analysis and Categorization of the Darkweb Ecosystem
Shalini Ghosh, Phillip Porras, Vinod Yegneswaran, Ken Nitz, Ariyam Das
Adapting Honeypot Configurations to Detect Evolving Exploits
Marcus Paul Gutierrez, Christopher Kiekintveld
Towards A Multi-Tiered Knowledge-Based System for Autonomous Cloud Security Auditing
Saad Ullah Khan, Simon Parkinson
A Game-Theoretic Approach for Alert Prioritization
Aron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley Malin
Toward Finding Malicious Cyber Discussions in Social Media
Richard P. Lippman, David J. Weller-Fahy, Alyssa C. Mensch, William M. Campbell, Joseph P. Campbell, William W. Streilein, Kevin M. Carter
A Stackelberg Game Model for Botnet Traffic Exfiltration
Thanh Hong Nguyen, Michael P. Wellman, Satinder Singh
Qualitative Reasoning about Cyber Intrusions
Paul Robertson, Robert Laddaga, Robert Goldman, Mark Burstein, Daniel Cerys
Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson
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