Alex Kantchelian

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	All	Since 2016
Citations	523	466
h-index	8	8
i10-index	8	8

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2013201420152016201720182019202020216 11 30 41 70 96 99 140 20

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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 BachwaniSenior Security Engineer at NetflixVerified 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 of Computer Science, The George Washington UniversityVerified email at gwu.edu

Alex Kantchelian

Google

Verified email at google.com

Security Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Evasion and Hardening of Tree Ensemble Classifiers A Kantchelian, JD Tygar, A Joseph Proceedings of The 33rd International Conference on Machine Learning 48, 2016	115	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	90	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	77	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	68	2013
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	50	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	45	2012
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	44*	2016
Large-margin convex polytope machine A Kantchelian, M Tschantz, L Huang, P Bartlett, A Joseph, DJD Tygar Advances in Neural Information Processing Systems 27, 3248-3256, 2014	33	2014
Taming Evasions in Machine Learning Based Detection Pipelines A Kantchelian UC Berkeley, 2016	1	2016
Finding Skilled and Socially Cohesive Teams in Large Scale Social Networks A Kantchelian

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