Robust detection of comment spam using entropy rate. - Alex Kantchelian; Justin Ma; Ling Huang 001; Sadia Afroz 001; Anthony D. Joseph; J. D. Tygar (AISec, 2012)

Approaches to adversarial drift. - Alex Kantchelian; Sadia Afroz 001; Ling Huang 001; Aylin Caliskan Islam; Brad Miller 002; Michael Carl Tschantz; Rachel Greenstadt; Anthony D. Joseph; J. D. Tygar (AISec, 2013)

Adversarial Active Learning. - Brad Miller 002; Alex Kantchelian; Sadia Afroz 001; Rekha Bachwani; Edwin Dauber; Ling Huang 001; Michael Carl Tschantz; Anthony D. Joseph; J. Doug Tygar (AISec@CCS, 2014)

Large-Margin Convex Polytope Machine. - Alex Kantchelian; Michael Carl Tschantz; Ling Huang 001; Peter L. Bartlett; Anthony D. Joseph; J. Doug Tygar (NIPS, 2014)

Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor Labels. - Alex Kantchelian; Michael Carl Tschantz; Sadia Afroz 001; Brad Miller 002; Vaishaal Shankar; Rekha Bachwani; Anthony D. Joseph; J. Doug Tygar (AISec@CCS, 2015)

Back to the Future: Malware Detection with Temporally Consistent Labels. - Brad Miller 002; Alex Kantchelian; Michael Carl Tschantz; Sadia Afroz 001; Rekha Bachwani; Riyaz Faizullabhoy; Ling Huang 001; Vaishaal Shankar; Tony Wu 002; George Yiu; Anthony D. Joseph; J. D. Tygar (CoRR, 2015)

PREDATOR: Proactive Recognition and Elimination of Domain Abuse at Time-Of-Registration. - Shuang Hao 001; Alex Kantchelian; Brad Miller 002; Vern Paxson; Nick Feamster (CCS, 2016)

Reviewer Integration and Performance Measurement for Malware Detection. - Brad Miller 002; Alex Kantchelian; Michael Carl Tschantz; Sadia Afroz 001; Rekha Bachwani; Riyaz Faizullabhoy; Ling Huang 001; Vaishaal Shankar; Tony Wu 002; George Yiu; Anthony D. Joseph; J. D. Tygar (DIMVA, 2016)

Evasion and Hardening of Tree Ensemble Classifiers. - Alex Kantchelian; J. D. Tygar; Anthony D. Joseph (ICML, 2016)

Taming Evasions in Machine Learning Based Detection Pipelines. - Alex Kantchelian (2016)

Fine Grained Insider Risk Detection. - Birkett Huber; Casper Neo; Keiran Sampson; Alex Kantchelian; Brett Ksobiech; Yanis Pavlidis (CoRR, 2024)

Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection. - Alex Kantchelian; Casper Neo; Ryan Stevens; Hyungwon Kim 002; Zhaohao Fu; Sadegh Momeni; Birkett Huber; Elie Bursztein; Yanis Pavlidis; Senaka Buthpitiya; Martin Cochran; Massimiliano Poletto (CoRR, 2024)