King's College London

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Dr Fabio Pierazzi

  1. Investigating Labelless Drift Adaptation for Malware Detection

    Kan, Z., Pendlebury, F., Pierazzi, F. & Cavallaro, L., 15 Sep 2021, (Accepted/In press) Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security (AISec). ACM

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  2. INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection

    Andresini, G., Pendlebury, F., Pierazzi, F., Loglisci, C., Appice, A. & Cavallaro, L., 8 Sep 2021, (Accepted/In press) Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security (AISec). ACM

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  3. Dos and Don'ts of Machine Learning in Computer Security

    Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Christian Wressnegger & Konrad Rieck, 15 Jul 2021, (Accepted/In press) Dos and Don'ts of Machine Learning in Computer Security. 2022 ed. USENIX, (Usenix Security Symposium (USENIX)).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  4. 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 journalArticlepeer-review

  5. 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 journalConference paperpeer-review

  6. 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 journalArticlepeer-review

  7. 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 journalArticlepeer-review

  8. 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 journalArticlepeer-review

  9. TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time

    Pendlebury, F., Pierazzi, F., Jordaney, R., Kinder, J. & Cavallaro, L., Aug 2019, Proceedings of the 28th USENIX Security Symposium: Proceedings of the 28th USENIX Security Symposium. August 14–16, 2019. Santa Clara, CA, USA. USENIX, p. 729-746 18 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  10. DBank: Predictive Behavioral Analysis of Recent Android Banking Trojans

    Bai, C., Han, Q., Mezzour, G., Pierazzi, F. & Subrahmanian, V. S., 9 Apr 2019, (E-pub ahead of print) In: IEEE Transactions on Dependable and Secure Computing.

    Research output: Contribution to journalArticlepeer-review

  11. 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 journalArticlepeer-review

  12. Detection and Threat Prioritization of Pivoting Attacks in Large Networks

    Apruzzese, G., Pierazzi, F., Colajanni, M. & Marchetti, M., 23 Oct 2017, (E-pub ahead of print) In: IEEE Transactions on Emerging Topics in Computing.

    Research output: Contribution to journalArticlepeer-review

  13. 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 journalArticlepeer-review

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