Fabio Pierazzi

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Lorenzo CavallaroUniversity College LondonPatvirtintas el. paštas ucl.ac.uk
Feargus PendleburyMeta | University College LondonPatvirtintas el. paštas meta.com
Michele COLAJANNIUniversity of BolognaPatvirtintas el. paštas unibo.it
Daniel ArpTechnische Universität WienPatvirtintas el. paštas tuwien.ac.at
Jacopo CortellazziKing's College LondonPatvirtintas el. paštas kcl.ac.uk
Johannes KinderProfessor of Computer Science, LMU MunichPatvirtintas el. paštas lmu.de
Roberto JordaneyRoyal Holloway, University of LondonPatvirtintas el. paštas live.rhul.ac.uk
Konrad RieckTechnische Universität BerlinPatvirtintas el. paštas tu-berlin.de
V.S. SubrahmanianDepartment of Computer Science & ISTS, Dartmouth CollegePatvirtintas el. paštas dartmouth.edu
Christian WressneggerKarlsruhe Institute of Technology (KIT)Patvirtintas el. paštas kit.edu
Alexander WarneckeTU BerlinPatvirtintas el. paštas tu-berlin.de
Giovanni ApruzzeseAssistant Professor, University of LiechtensteinPatvirtintas el. paštas uni.li
Erwin QuiringRuhr University BochumPatvirtintas el. paštas rub.de
Luca FerrettiUniversity of Modena and Reggio EmiliaPatvirtintas el. paštas unimore.it
Federico BarberoUniversity of OxfordPatvirtintas el. paštas trinity.ox.ac.uk
David FreemanMeta Platforms Inc.Patvirtintas el. paštas cs.stanford.edu
Gang WangAssociate Professor, University of Illinois at Urbana-ChampaignPatvirtintas el. paštas illinois.edu
Edoardo SerraBoise State UniversityPatvirtintas el. paštas boisestate.edu
Andrea LanziAssociate Professor at Department Computer Science at University of MilanPatvirtintas el. paštas unimi.it
Mirco MarchettiUniversity of Modena and Reggio EmiliaPatvirtintas el. paštas unimore.it

Stebėti

Fabio Pierazzi

Associate Professor at University College London

Patvirtintas el. paštas ucl.ac.uk - Pagrindinis puslapis

Systems Security Malware Analysis Concept Drift Adversarial ML Problem-Space Attacks


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
TESSERACT: Eliminating experimental bias in malware classification across space and time F Pendlebury, F Pierazzi, R Jordaney, J Kinder, L Cavallaro 28th USENIX security symposium (USENIX Security 19), 729-746, 2019	485	2019
Dos and don’ts of machine learning in computer security D Arp, E Quiring, F Pendlebury, A Warnecke, F Pierazzi, C Wressnegger, ... 31st USENIX Security Symposium (USENIX Security 22), USENIX Association …, 2022	444	2022
Intriguing properties of adversarial ml attacks in the problem space F Pierazzi, F Pendlebury, J Cortellazzi, L Cavallaro 2020 IEEE symposium on security and privacy (SP), 1332-1349, 2020	347	2020
Analysis of high volumes of network traffic for advanced persistent threat detection M Marchetti, F Pierazzi, M Colajanni, A Guido Computer Networks 109, 127-141, 2016	225	2016
Ec2: Ensemble clustering and classification for predicting android malware families T Chakraborty, F Pierazzi, VS Subrahmanian IEEE Transactions on Dependable and Secure Computing 17 (2), 262-277, 2017	152	2017
Insomnia: Towards concept-drift robustness in network intrusion detection G Andresini, F Pendlebury, F Pierazzi, C Loglisci, A Appice, L Cavallaro Proceedings of the 14th ACM workshop on artificial intelligence and security …, 2021	116	2021
“Real Attackers Don't Compute Gradients”: Bridging the Gap between Adversarial ML Research and Practice G Apruzzese, HS Anderson, S Dambra, D Freeman, F Pierazzi, K Roundy 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 339-364, 2023	111	2023
Transcending Transcend: Revisiting malware classification in the presence of concept drift F Barbero, F Pendlebury, F Pierazzi, L Cavallaro 2022 IEEE Symposium on Security and Privacy (S&P), 805-823, 2022	99*	2022
A probabilistic logic of cyber deception S Jajodia, N Park, F Pierazzi, A Pugliese, E Serra, GI Simari, ... IEEE Transactions on Information Forensics and Security 12 (11), 2532-2544, 2017	68	2017
Countering Advanced Persistent Threats through security intelligence and big data analytics M Marchetti, F Pierazzi, A Guido, M Colajanni 2016 8th International Conference on Cyber Conflict (CyCon), 243-261, 2016	58	2016
Detection and threat prioritization of pivoting attacks in large networks G Apruzzese, F Pierazzi, M Colajanni, M Marchetti IEEE transactions on emerging topics in computing 8 (2), 404-415, 2017	52	2017
A data-driven characterization of modern Android spyware F Pierazzi, G Mezzour, Q Han, M Colajanni, VS Subrahmanian ACM Transactions on Management Information Systems (TMIS) 11 (1), 1-38, 2020	48	2020
Jigsaw puzzle: Selective backdoor attack to subvert malware classifiers L Yang, Z Chen, J Cortellazzi, F Pendlebury, K Tu, F Pierazzi, L Cavallaro, ... IEEE Symposium on Security & Privacy (S&P), 2023	36	2023
Scalable architecture for multi-user encrypted SQL operations on cloud database services L Ferretti, F Pierazzi, M Colajanni, M Marchetti IEEE Transactions on Cloud computing 2 (4), 448-458, 2014	35	2014
Investigating labelless drift adaptation for malware detection Z Kan, F Pendlebury, F Pierazzi, L Cavallaro Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security …, 2021	33	2021
Exploratory security analytics for anomaly detection F Pierazzi, S Casolari, M Colajanni, M Marchetti computers & security 56, 28-49, 2016	30	2016
Performance and cost evaluation of an adaptive encryption architecture for cloud databases L Ferretti, F Pierazzi, M Colajanni, M Marchetti IEEE Transactions on Cloud Computing 2 (2), 143-155, 2014	30	2014
Realizable universal adversarial perturbations for malware R Labaca-Castro, L Muñoz-González, F Pendlebury, GD Rodosek, ... arXiv preprint arXiv:2102.06747, 2021	29*	2021
Scalable architecture for online prioritisation of cyber threats F Pierazzi, G Apruzzese, M Colajanni, A Guido, M Marchetti 2017 9th International Conference on Cyber Conflict (CyCon), 1-18, 2017	28	2017
Security and confidentiality solutions for public cloud database services L Ferretti, F Pierazzi, M Colajanni, M Marchetti The Seventh International Conference on Emerging Security Information …, 2013	27	2013

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