Alex Kantchelian
Alex Kantchelian
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Cited by
Evasion and Hardening of Tree Ensemble Classifiers
A Kantchelian, JD Tygar, A Joseph
Proceedings of The 33rd International Conference on Machine Learning 48, 2016
PREDATOR: proactive recognition and elimination of domain abuse at time-of-registration
S Hao, A Kantchelian, B Miller, V Paxson, N Feamster
Proceedings of the 2016 ACM SIGSAC conference on computer and communications …, 2016
Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels
A Kantchelian, MC Tschantz, S Afroz, B Miller, V Shankar, R Bachwani, ...
Proceedings of the 2015 ACM Workshop on Artificial Intelligence and Security …, 2015
Approaches to adversarial drift
A Kantchelian, S Afroz, L Huang, AC Islam, B Miller, MC Tschantz, ...
Proceedings of the 2013 ACM workshop on Artificial intelligence and security …, 2013
Reviewer integration and performance measurement for malware detection
B Miller, A Kantchelian, MC Tschantz, S Afroz, R Bachwani, ...
Detection of Intrusions and Malware, and Vulnerability Assessment: 13th …, 2016
Adversarial active learning
B Miller, A Kantchelian, S Afroz, R Bachwani, E Dauber, L Huang, ...
Proceedings of the 2014 workshop on artificial intelligent and security …, 2014
Robust Detection of Comment Spam Using Entropy Rate
A Kantchelian, J Ma, L Huang, S Afroz, AD Joseph, JD Tygar
Proceedings of the 5th ACM workshop on Security and artificial intelligence …, 2012
Large-margin convex polytope machine
A Kantchelian, MC Tschantz, L Huang, PL Bartlett, AD Joseph, JD Tygar
Advances in Neural Information Processing Systems 27, 2014
Taming Evasions in Machine Learning Based Detection Pipelines
A Kantchelian
University of California, Berkeley, 2016
S Hao, A Kantchelian, B Miller, V Paxson, N Feamster
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016
Finding Skilled and Socially Cohesive Teams in Large Scale Social Networks
A Kantchelian
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