Fabio Pierazzi

Personal Information

Fabio Pierazzi, Ph.D. Postdoctoral Researcher Department of Engineering "Enzo Ferrari" University of Modena and Reggio Emilia Via P. Vivarelli 10 41125 Modena, Italy Tel.:   +39 059 205 6273 Fax :   +39 059 205 6129 E-mail:  name.surname@unimore.it click on the hidden email address to reveal it (and to help digitizing books!) Curriculum Vitae [italian] *to be updated*

This page is not updated since Oct 2nd 2017, as I joined Royal Holloway University of London as a Post-Doctoral Researcher. My updated research profile can be found here.

Current Research Interests

• Big Data Security Analytics
• Detection and prevention of advanced cyberattacks
• Traffic anomaly detection in large networks
• Time series, graphs and predictive analytics
• Malware classification

Past Research Interests

• Cloud and information security
• Cloud databases
• Applied cryptography
• Threat modeling

News

• 2017/08: Journal accepted @ IEEE TDSC.
• 2017/06: ✈ Paper presentation @ CyCon 2017 (Tallinn, Estonia).
• 2017/05: Journal accepted @ IEEE TIFS.
• 2017/03: Completed PhD in Computer Science.
• 2016/01-2016/11: visiting research scholar University of Maryland (UMD), College Park, US to work in the research group of Prof. V.S. Subrahmanian.
• 2014/01: Started Computer Science PhD program at University of Modena and Reggio Emilia, Italy under the supervision of Prof. Michele Colajanni.

Profiles

• Google Scholar
• ResearchGate
• LinkedIn
• Twitter

Publications

• Journals
  
  
  • 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), to appear. [PDF (preprint)]
  
  
  • Sushil Jajodia, Noseong Park, Fabio Pierazzi, Andrea Pugliese, Edoardo Serra, Gerardo Simari, V.S. Subrahmanian, "A probabilistic logic of cyber deception", IEEE Transactions on Information Forensics and Security (TIFS), November 2017. [IEEEXplore, PDF (preprint), Bibtex entry]
  
  
  • Mirco Marchetti, Fabio Pierazzi, Michele Colajanni, Alessandro Guido, "Analysis of high volumes of network traffic for Advanced Persistent Threat detection", Elsevier Computer Networks, Special Issue on Traffic and Performance in the Big Data Era, June 2016. [ScienceDirect, PDF, Bibtex entry]
  
  
  • Fabio Pierazzi, Sara Casolari, Michele Colajanni, Mirco Marchetti, "Exploratory Security Analytics for Anomaly Detection", Elsevier Computers & Security Journal, February 2016, Volume 56, pag. 28-49. [ScienceDirect, PDF, Bibtex entry]
  
  
  • Luca Ferretti, Fabio Pierazzi, Michele Colajanni, Mirco Marchetti, "Scalable architecture for multi-user encrypted SQL operations on cloud database services", IEEE Transactions on Cloud Computing (TCC), Special Issue on Cloud Security and Privacy, Oct.-Dec., 2014. [IEEEXplore, PDF, Bibtex entry]
  
  
  • Luca Ferretti, Fabio Pierazzi, Michele Colajanni, Mirco Marchetti, "Performance and cost evaluation of an adaptive encryption architecture for cloud databases", IEEE Transactions on Cloud Computing (TCC), Special Issue on Utility and Cloud Computing Science and Technology, Apr.-Jun. 2014. [IEEEXplore, PDF, Bibtex entry]
  
  
• Conferences
  
  
  • Fabio Pierazzi, Giovanni Apruzzese, Michele Colajanni, Alessandro Guido, Mirco Marchetti, "Scalable architecture for online prioritisation of cyber threats", Proc. of the 9th NATO International Conference on Cyber Conflicts (IEEE CyCon 2017), Tallinn, Estonia, June 2017.
  
  
  • Mirco Marchetti, Fabio Pierazzi, Alessandro Guido, Michele Colajanni, "Countering Advanced Persistent Threats through security intelligence and big data analytics", Proc. of the 8th NATO International Conference on Cyber Conflicts (IEEE CyCon 2016), Tallinn, Estonia, June 2016. [IEEEXplore, PDF, Bibtex entry]
  
  
  • Fabio Pierazzi, Andrea Balboni, Alessandro Guido, Mirco Marchetti, "The network perspective of cloud security", Proc. 4th IEEE Symp. Network Cloud Computing and Applications, Munich, Germany, June 2015. [IEEEXplore, PDF, Bibtex entry]
  
  
  • Marcello Missiroli, Fabio Pierazzi, Michele Colajanni, "Security and privacy of location-based services for in-vehicle device systems", The 2nd International Workshop on Location-based Services and Applications in Ubiquitous Computing, Proc. of IEEE High Performance Computing and Simulation (HPCS 2014), Bologna, Italy, July 2014. [IEEEXplore, PDF, Bibtex entry]
  
  
  • Luca Ferretti, Fabio Pierazzi, Michele Colajanni, Mirco Marchetti, Marcello Missiroli, "Efficient detection of unauthorized data modification in cloud databases", Proc. 19th IEEE Symp. Computers and Communications (ISCC 2014), Madeira, Portugal, June 2014. [IEEEXplore, PDF, Bibtex entry]
  
  
  • Luca Ferretti, Fabio Pierazzi, Michele Colajanni, Mirco Marchetti, "Security and confidentiality solutions for public cloud database services", Proc. Seventh International Conference on Emerging Security Information, Systems and Technologies, Barcelona, Spain, August 2013. (Best Paper Award) [ PDF, Bibtex entry]
  
  
• Workshops
  
  
  • Fabio Pierazzi, Sara Casolari, Michele Colajanni, "Temporal characterization of network-based security alerts", The 5th Workshop on Quantitative Methods in Informatics (InfQ 2014), Turin, Italy, October 2014.
  
  
  • Luca Ferretti, Fabio Pierazzi, Michele Colajanni and Mirco Marchetti. "Performance evaluation of adaptive encryption methods for cloud database as a service". The 4th Workshop on Quantitative Methods in Informatics (InfQ 2013), Sorrento, Italy, June 2013.
    

Teaching Activity

• Spring semester (2014,2015,2017): Lab lecturer for the course "Networked systems and services"
  • Master Degree in Computer Engineering and Science, University of Modena and Reggio Emilia, Italy
• Fall Semester (2015,2016): Seminars for "Computer security"
  • Master Degree in Computer Engineering and Science, University of Modena and Reggio Emilia, Italy

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