Concept Drift Detection and Remediation

Publications

. TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time. USENIX Security Symposium (16% Acceptance Rate), 2019.

PDF Code Dataset Project Slides Video Site USENIX ENIGMA talk

. POSTER: Enabling Fair ML Evaluations for Security. ACM CCS, 2018.

PDF Code Project