Encryption-agnostic classifiers of traffic originators and their application to anomaly detection☆
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Daniele Canavese received an M.Sc. degree in 2010 and a Ph.D. in Computer Engineering in 2016 from Politecnico di Torino, where he is currently a research assistant. His research interests are concerned with security management via machine learning and inferential frameworks, software protection systems, public-key cryptography, and models for network analysis.
Leonardo Regano received an M.Sc.degree in 2015 and a Ph.D. in Computer Engineering in 2019 from Politecnico di Torino, where he is currently a research assistant. His current research interests focus on software security, artificial intelligence and machine learning applications to cybersecurity, security policies analysis, and software protection techniques assessment.
Cataldo Basile received an M.Sc.in 2001 and a Ph.D. in Computer Engineering in 2005 from Politecnico di Torino, where he is currently an assistant professor. His research is concerned with software security, software attestation, policy-based security management, and general models for detection, resolution and reconciliation of security policy conflicts.
Gabriele Ciravegna is a Ph.D. student in Smart Computing at Università degli Studi di Firenze. In 2018 he received an M.Sc.in Computer Engineering from Politecnico di Torino. He is interested in machine learning and its application in critical contexts as medical diagnosis, focusing on overcoming intrinsic limits of machine learning and neural networks, especially their understandability.
Antonio Lioy is a full Professor of Cybersecurity. He received the M.Sc. in Electronic Engineering and the Ph.D. in Computer Engineering from Politecnico di Torino, where he currently leads the cybersecurity research group TORSEC. His research interests include electronic identity, PKI, trusted computing, and policy-based management of large IT systems.
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This paper is for regular issues of CAEE. Reviews processed and approved for publication by the co-Editor-in-Chief Huimin Lu.