8th ACM Workshop on Artificial Intelligence and Security
with the 22nd ACM Conference on Computer and Communications (CCS)
October 16, 2015, The Denver Marriot City Center, Denver, Colorado, USA.


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Final Program:

Time       TitleAuthors
8::45 - 9:00Welcome Remarks
9:00 - 10:00Machine Learning for Enterprise Security (Keynote)Pratyusa Manadhata
Malware and Malicious Activity (Chair: David Freeman)
10:00 - 10:25Detecting Malicious Network Activities on Android Through Scalable Triggering Relation Discovery (Presentation only) [PDF]Hao Zhang, Danfeng Yao and Naren Ramakrishnan
10:25 - 10:50Malicious Behavior Detection using Windows Audit LogsKonstantin Berlin, David Slater and Joshua Saxe
10:50 - 11:20Coffee Break
11:20 - 11:45Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor LabelsAlex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Anthony Joseph, J. D. Tygar, Vaishaal Shankar and Rekha Bachwani
11:45 - 12:10Remote operating system classification over IPv6David Fifield, Alexandru Geana, Luis Martingarcia, Mathias Morbitzer and J. D. Tygar
12:10 - 2:00Lunch Break
Adversarial Learning and Social Networks (Chair: Alex Kantchelian)
2:00 - 2:25Scalable Optimization of Randomized Operational Decisions in Adversarial Classification Settings (Presentation only) [PDF] Bo Li and Yevgeniy Vorobeychik
2:25 - 2:50Automated Attacks on Compression-Based ClassifiersIgor Burago and Daniel Lowd
2:50 - 3:15Know thy Victim, Fight thy Foe: Thwarting Fake OSN Accounts by Predicting their VictimsYazan Boshmaf, Matei Ripeanu and Konstantin Beznosov
3:15 - 3:40Detecting Clusters of Fake Accounts in Online Social NetworksCao Xiao, David Mandell Freeman and Theodore Hwa
3:40 - 4:00Coffee Break
Privacy, learning and security
4:00 - 4:25Fast, Privacy Preserving Linear Regression over Distributed Datasets based on Pre-Distributed DataMartine de Cock, Rafael Dowsley, Anderson Nascimento and Stacey Newman
4:25 - 4:50Differential Privacy for Classifier EvaluationKendrick Boyd, Eric Lantz and David Page
4:50 - 5:15Subsampled Exponential Mechanism: Differential Privacy in Large Output SpacesEric Lantz, Kendrick Boyd and David Page