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
Giovanni Apruzzese, Fabio Pierazzi, Michele Colajanni, Mirco Marchetti
.
Detection and Threat Prioritization of Pivoting Attacks in Large Networks.
IEEE Transactions on Emerging Topics in Computing (TETC),
2017.
Fabio Pierazzi, Giovanni Apruzzese, Michele Colajanni, Alessandro Guido, Mirco Marchetti
.
Scalable Architecture for Online Prioritisation of Cyber Threats.
IEEE CyCon,
2017.
Sushil Jajodia, Noseong Park, Fabio Pierazzi, Andrea Pugliese, Edoardo Serra, Gerardo I. Simari, V.S. Subrahmanian
.
A Probabilistic Logic of Cyber Deception.
IEEE Transactions on Information Forensics and Security (TIFS),
2017.
Fabio Pierazzi
.
Security analytics for prevention and detection of advanced cyberattacks.
PhD Thesis,
2017.
Mirco Marchetti, Fabio Pierazzi, Michele Colajanni, Alessandro Guido
.
Analysis of High Volumes of Network Traffic for Advanced Persistent Threat Detection.
Elsevier Computer Networks Journal (ComNet),
2016.
Mirco Marchetti, Fabio Pierazzi, Alessandro Guido, Michele Colajanni
.
Countering Advanced Persistent Threats through security intelligence and big data analytics.
IEEE CyCon,
2016.
Fabio Pierazzi, Sara Casolari, Michele Colajanni, Mirco Marchetti
.
Exploratory Security Analytics for Anomaly Detection.
Elsevier Computers & Security Journal,
2016.
Fabio Pierazzi, Andrea Balboni, Alessandro Guido, Mirco Marchetti
.
The Network Perspective of Cloud Security.
IEEE NCCA,
2015.