Abstract is missing.
- Machine Learning for Enterprise SecurityPratyusa K. Manadhata. 1 [doi]
- Fast, Privacy Preserving Linear Regression over Distributed Datasets based on Pre-Distributed DataMartine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Stacey C. Newman. 3-14 [doi]
- Differential Privacy for Classifier EvaluationKendrick Boyd, Eric Lantz, David Page. 15-23 [doi]
- Subsampled Exponential Mechanism: Differential Privacy in Large Output SpacesEric Lantz, Kendrick Boyd, David Page. 25-33 [doi]
- Malicious Behavior Detection using Windows Audit LogsKonstantin Berlin, David Slater, Joshua Saxe. 35-44 [doi]
- Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor LabelsAlex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Vaishaal Shankar, Rekha Bachwani, Anthony D. Joseph, J. Doug Tygar. 45-56 [doi]
- Remote Operating System Classification over IPv6David Fifield, Alexandru Geana, Luis MartinGarcia, Mathias Morbitzer, J. Doug Tygar. 57-67 [doi]
- Automated Attacks on Compression-Based ClassifiersIgor Burago, Daniel Lowd. 69-80 [doi]
- Thwarting Fake OSN Accounts by Predicting their VictimsYazan Boshmaf, Matei Ripeanu, Konstantin Beznosov, Elizeu Santos-Neto. 81-89 [doi]
- Detecting Clusters of Fake Accounts in Online Social NetworksCao Xiao, David Mandell Freeman, Theodore Hwa. 91-101 [doi]