Professor Lorenzo Cavallaro Professor Lorenzo Cavallaro Visiting Visiting Senior Research Fellow Research subject areas Computer science Contact details lorenzo.cavallaro@kcl.ac.uk
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 proceeding › Conference paper › peer-review 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 proceeding › Conference paper › peer-review Probabilistic Naming of Functions in Stripped Binaries Patrick-Evans, J., Cavallaro, L. & Kinder, J., 7 Dec 2020, Proceedings - 36th Annual Computer Security Applications Conference, ACSAC 2020. p. 373-385 13 p. 3427265. (ACM International Conference Proceeding Series). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1145/3427228.3427265 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 › peer-review. DOIs: https://doi.org/10.1109/SP40000.2020.00073 On the Dissection of Evasive Malware Cono D'Elia, D., Coppa, E., Palmaro, F. & Cavallaro, L., 2020, In: IEEE Transactions on Information Forensics and Security. 15, p. 2750-2765 16 p., 9018111. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/TIFS.2020.2976559 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 proceeding › Conference contribution › peer-review SoK: Using Dynamic Binary Instrumentation for Security (And How You May Get Caught Red Handed) Cono D'Elia, D., Coppa, E., Palmaro, F. & Cavallaro, L., 10 Apr 2019, (Accepted/In press) ACM Asia Conference on Information, Computer and Communications Security (ASIACCS 2019). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Enabling Fair ML Evaluations for Security Pendlebury, F., Pierazzi, F., Jordaney, R., Kinder, J. & Cavallaro, L., 15 Oct 2018, Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. p. 2264-2266 (Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review. DOIs: https://doi.org/10.1145/3243734.3278505 BabelView: Evaluating the Impact of Code Injection Attacks in Mobile Webviews Rizzo, C., Cavallaro, L. & Kinder, J., 7 Sep 2018, (E-pub ahead of print) 21st International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2018). SPRINGER, p. 25-46 22 p. (Lecture Notes in Computer Science (LNCS)). Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review. DOIs: https://doi.org/10.1007/978-3-030-00470-5_2 Anomaly-based Exploratory Analysis and Detection of Exploits in Android Mediaserver Suárez-Tangil, G., Dash, S. K., Garcia-Teodoro, P., Camacho, J. & Cavallaro, L., 4 Apr 2018, (E-pub ahead of print) In: IET Information Security. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1049/iet-ifs.2017.0460 View all publications