Alex Kantchelian

13 papers A* 2B 1Journal 4Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection. CoRR Alex Kantchelian, Casper Neo, Ryan Stevens, Hyungwon Kim, Zhaohao Fu, Sadegh Momeni, Birkett Huber, Elie Bursztein, Yanis Pavlidis, Senaka Buthpitiya, Martin Cochran, Massimiliano Poletto
2024	J	`jnl`	Fine Grained Insider Risk Detection. CoRR Birkett Huber, Casper Neo, Keiran Sampson, Alex Kantchelian, Brett Ksobiech, Yanis Pavlidis
2016	A*	`conf`	Evasion and Hardening of Tree Ensemble Classifiers. ICML Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
2016	A*	`conf`	PREDATOR: Proactive Recognition and Elimination of Domain Abuse at Time-Of-Registration. CCS Shuang Hao, Alex Kantchelian, Brad Miller, Vern Paxson, Nick Feamster
2016	B	`conf`	Reviewer Integration and Performance Measurement for Malware Detection. DIMVA 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
2016	—	`—`	Taming Evasions in Machine Learning Based Detection Pipelines. Alex Kantchelian
2015	J	`jnl`	Back to the Future: Malware Detection with Temporally Consistent Labels. CoRR 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
2015	—	`conf`	Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels. AISec@CCS Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Brad Miller, Vaishaal Shankar, Rekha Bachwani, Anthony D. Joseph, J. Doug Tygar
2015	J	`jnl`	Evasion and Hardening of Tree Ensemble Classifiers. CoRR Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
2014	—	`conf`	Adversarial Active Learning. AISec@CCS Brad Miller, Alex Kantchelian, Sadia Afroz, Rekha Bachwani, Edwin Dauber, Ling Huang, Michael Carl Tschantz, Anthony D. Joseph, J. Doug Tygar
2014	—	`conf`	Large-Margin Convex Polytope Machine. NIPS Alex Kantchelian, Michael Carl Tschantz, Ling Huang, Peter L. Bartlett, Anthony D. Joseph, J. Doug Tygar
2013	—	`conf`	Approaches to adversarial drift. AISec Alex Kantchelian, Sadia Afroz, Ling Huang, Aylin Caliskan Islam, Brad Miller, Michael Carl Tschantz, Rachel Greenstadt, Anthony D. Joseph, J. D. Tygar
2012	—	`conf`	Robust detection of comment spam using entropy rate. AISec Alex Kantchelian, Justin Ma, Ling Huang, Sadia Afroz, Anthony D. Joseph, J. D. Tygar