Malware Analysis

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

My research interests lie at the intersection of systems security and AI, with particular focus on problem-space adversarial attacks, concept drift, analysis of malware and network attacks.

Publications

Fabio Pierazzi, Ghita Mezzour, Qian Han, Michele Colajanni, V.S. Subrahmanian . A Data-Driven Characterization of Modern Android Spyware. ACM Transactions on Management Information Systems (TMIS), 2020.

PDF Project

Chongyang Bai, Qian Han, Ghita Mezzour, Fabio Pierazzi, V.S. Subrahmanian . DBank: Predictive Behavioral Analysis of Recent Android Banking Trojans. IEEE Transactions on Dependable and Secure Computing (TDSC), 2019.

Preprint Project Appendix

Tanmoy Chakraborty, Fabio Pierazzi, V.S. Subrahmanian . EC2: Ensemble Clustering and Classification for Predicting Android Malware Families. IEEE Transactions on Dependable and Secure Computing (TDSC), 2017.

PDF Project Supplementary