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8th AISec@CCS 2015: Denver, Colorado, USA
- Indrajit Ray, Xiaofeng Wang, Kui Ren, Christos Dimitrakakis, Aikaterini Mitrokotsa, Arunesh Sinha:
Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security, AISec 2015, Denver, Colorado, USA, October 16, 2015. ACM 2015, ISBN 978-1-4503-3826-4
Keynote Address
- Pratyusa K. Manadhata:
Machine Learning for Enterprise Security. 1
Privacy, Learning and Security
- Martine De Cock
, Rafael Dowsley
Fast, Privacy Preserving Linear Regression over Distributed Datasets based on Pre-Distributed Data. 3-14 - Kendrick Boyd, Eric Lantz, David Page:
Differential Privacy for Classifier Evaluation. 15-23 - Eric Lantz, Kendrick Boyd, David Page:
Subsampled Exponential Mechanism: Differential Privacy in Large Output Spaces. 25-33
Malware and Malicious Activity
- Konstantin Berlin, David Slater, Joshua Saxe:
Malicious Behavior Detection using Windows Audit Logs. 35-44 - Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Vaishaal Shankar, Rekha Bachwani, Anthony D. Joseph
Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels. 45-56 - David Fifield, Alexandru Geana, Luis MartinGarcia, Mathias Morbitzer, J. Doug Tygar:
Remote Operating System Classification over IPv6. 57-67
Adversarial Learning and Social Networks
- Igor Burago, Daniel Lowd:
Automated Attacks on Compression-Based Classifiers. 69-80 - Yazan Boshmaf, Matei Ripeanu, Konstantin Beznosov, Elizeu Santos-Neto:
Thwarting Fake OSN Accounts by Predicting their Victims. 81-89 - Cao Xiao, David Mandell Freeman, Theodore Hwa:
Detecting Clusters of Fake Accounts in Online Social Networks. 91-101
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