Concept Drift Detection and Remediation

Jul 19, 2019
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Fabio Pierazzi
Lecturer (Assistant Professor) in Computer Science

My research interests lie at the intersection of AI and cybersecurity, with particular focus on intrusion detection, adversarial ML, and systems security.

Publications

Feargus Pendlebury*, Fabio Pierazzi*, Roberto Jordaney, Johannes Kinder, Lorenzo Cavallaro . TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time. USENIX Security Symposium (16% Acceptance Rate), 2019.

PDF Code Dataset Project Slides Video

Feargus Pendlebury*, Fabio Pierazzi*, Roberto Jordaney, Johannes Kinder, Lorenzo Cavallaro . POSTER: Enabling Fair ML Evaluations for Security. ACM CCS, 2018.

PDF Code Project