Roberto Jordaney

Machine learning techniques for evolving threats

Roberto Jordaney, 2019 .

Conformal Clustering and Its Application to Botnet Traffic

Alexander Gammerman, Ilia Nouretdinov, Lorenzo Cavallaro, 2015, SLDS.

Transcend: Detecting Concept Drift in Malware Classification Models

Ilia Nouretdinov, Lorenzo Cavallaro, Zhi Wang, 2017, USENIX Security Symposium.

TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time

Lorenzo Cavallaro, Fabio Pierazzi, Johannes Kinder, 2018, USENIX Security Symposium.

Enabling Fair ML Evaluations for Security

Lorenzo Cavallaro, Fabio Pierazzi, Johannes Kinder, 2018, CCS.

Misleading Metrics : On Evaluating ML for Malware with Confidence

Ilia Nouretdinov, Kumar Sharad, Davide Papini, 2016 .