Dr Fabio Pierazzi Academics Lecturer in Computer Science Research subject areas Computer science Contact details +44 020 7848 2390 fabio.pierazzi@kcl.ac.uk
GLYPH: Efficient ML-based Detection of Heap Spraying Attacks Pierazzi, F., Cristalli, S., Bruschi, D., Colajanni, M., Marchetti, M. & Lanzi, A., 5 Aug 2020, (Accepted/In press) In : IEEE Transactions on Information Forensics and Security. Research output: Contribution to journal - Article A Data-Driven Characterization of Modern Android Spyware Pierazzi, F., Mezzour, G., Han, Q., Colajanni, M. & Subrahmanian, V. S., 5 Feb 2020, (Accepted/In press) In : ACM TRANSACTIONS ON INFORMATION SYSTEMS. Research output: Contribution to journal - Article Intriguing Properties of Adversarial ML Attacks in the Problem Space Pierazzi, F., Pendlebury, F., Cortellazzi, J. & Cavallaro, L., 18 May 2020, In : 2020 IEEE Symposium on Security and Privacy. p. 1332-1349 18 p. Research output: Contribution to journal - Conference paper. DOIs: https://doi.org/10.1109/SP40000.2020.00073 Analysis of high volumes of network traffic for Advanced Persistent Threat detection Marchetti, M., Pierazzi, F., Colajanni, M. & Guido, A., 9 Nov 2016, In : COMPUTER NETWORKS. 109, p. 127-141 15 p. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.comnet.2016.05.018 A Probabilistic Logic of Cyber Deception Jajodia, S., Park, N., Pierazzi, F., Pugliese, A., Serra, E., Simari, G. & Subrahmanian, V. S., 1 Nov 2017, In : IEEE Transactions on Information Forensics and Security. 12, 11, p. 2532-2544 13 p., 7937934. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TIFS.2017.2710945 Detection and Threat Prioritization of Pivoting Attacks in Large Networks Apruzzese, G., Pierazzi, F., Colajanni, M. & Marchetti, M., 23 Oct 2017, In : IEEE Transactions on Emerging Topics in Computing. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TETC.2017.2764885 EC2: Ensemble Clustering and Classification for Predicting Android Malware Families Chakraborty, T., Pierazzi, F. & Subrahmanian, V. S., 1 Mar 2020, In : IEEE Transactions on Dependable and Secure Computing. 17, 2, p. 262 - 277 16 p., 8013726. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TDSC.2017.2739145 EC2: Ensemble Clustering and Classification for Predicting Android Malware Families Chakraborty, T., Pierazzi, F. & Subrahmanian, V. S., 1 Mar 2020, In : IEEE Transactions on Dependable and Secure Computing. 17, 2, p. 262 - 277 16 p., 8013726. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TDSC.2017.2739145 DBank: Predictive Behavioral Analysis of Recent Android Banking Trojans Bai, C., Han, Q., Mezzour, G., Pierazzi, F. & Subrahmanian, V. S., 9 Apr 2019, In : IEEE Transactions on Dependable and Secure Computing. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1109/TDSC.2019.2909902 TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time Pendlebury, F., Pierazzi, F., Jordaney, R., Kinder, J. & Cavallaro, L., 2019, Proceedings of the 28th USENIX Security Symposium. p. 729-746 18 p. Research output: Chapter in Book/Report/Conference proceeding - Conference contribution View all publications