Alex Kantchelian

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 3

Top Venues

CoRR

AISec@CCS

AISec

CCS

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar
Reviewer Integration and Performance Measurement for Malware Detection. DIMVA (2016)
Shuang Hao, Alex Kantchelian, Brad Miller, Vern Paxson, Nick Feamster
PREDATOR: Proactive Recognition and Elimination of Domain Abuse at Time-Of-Registration. CCS (2016)
Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
Evasion and Hardening of Tree Ensemble Classifiers. ICML (2016)
Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar
Back to the Future: Malware Detection with Temporally Consistent Labels. CoRR (2015)
Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
Evasion and Hardening of Tree Ensemble Classifiers. CoRR (2015)
Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Vaishaal Shankar, Rekha Bachwani, Anthony D. Joseph, J. Doug Tygar
Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels. AISec@CCS (2015)
Alex Kantchelian, Michael Carl Tschantz, Ling Huang, Peter L. Bartlett, Anthony D. Joseph, J. Doug Tygar
Large-Margin Convex Polytope Machine. NIPS (2014)
Brad Miller, Alex Kantchelian, Sadia Afroz, Rekha Bachwani, Edwin Dauber, Ling Huang, Michael Carl Tschantz, Anthony D. Joseph, J. Doug Tygar
Adversarial Active Learning. AISec@CCS (2014)
Alex Kantchelian, Sadia Afroz, Ling Huang, Aylin Caliskan Islam, Brad Miller, Michael Carl Tschantz, Rachel Greenstadt, Anthony D. Joseph, J. D. Tygar
Approaches to adversarial drift. AISec (2013)
Alex Kantchelian, Justin Ma, Ling Huang, Sadia Afroz, Anthony D. Joseph, J. D. Tygar
Robust detection of comment spam using entropy rate. AISec (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alex Kantchelian