Alex Kantchelian

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Anthony D. JosephUniversity of California BerkeleyVerified email at eecs.berkeley.edu
Sadia AfrozAvast, ICSIVerified email at icsi.berkeley.edu
Ling HuangAHI FintechVerified email at cs.berkeley.edu
Rekha BachwaniDirector, Disney StreamingVerified email at berkeley.edu
Vaishaal ShankarAmazonVerified email at amazon.com
Nick FeamsterNeubauer Professor of Computer Science, University of ChicagoVerified email at uchicago.edu
Vern PaxsonProfessor, EECS, University of California, BerkeleyVerified email at berkeley.edu
Shuang HaoAssistant Professor, University of Texas at DallasVerified email at utdallas.edu
Rachel GreenstadtComputer Science and Engineering Department, New York UniversityVerified email at nyu.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Aylin CaliskanAssistant Professor, University of WashingtonVerified email at uw.edu

Alex Kantchelian

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Security Machine Learning


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Evasion and Hardening of Tree Ensemble Classifiers A Kantchelian, JD Tygar, A Joseph Proceedings of The 33rd International Conference on Machine Learning 48, 2016	142	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	103	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	100	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	75	2013
Reviewer integration and performance measurement for malware detection B Miller, A Kantchelian, MC Tschantz, S Afroz, R Bachwani, ... International Conference on Detection of Intrusions and Malware, and …, 2016	58*	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	58	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	49	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, 3248-3256, 2014	39	2014
Taming Evasions in Machine Learning Based Detection Pipelines A Kantchelian University of California, Berkeley, 2016	1	2016
Finding Skilled and Socially Cohesive Teams in Large Scale Social Networks A Kantchelian

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