Fabio Pierazzi

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Lorenzo CavallaroUniversity College LondonPotvrđena adresa e-pošte na ucl.ac.uk
Feargus PendleburyMeta | University College LondonPotvrđena adresa e-pošte na meta.com
Michele COLAJANNIUniversity of BolognaPotvrđena adresa e-pošte na unibo.it
V.S. SubrahmanianDepartment of Computer Science & ISTS, Dartmouth CollegePotvrđena adresa e-pošte na dartmouth.edu
Jacopo CortellazziKing's College LondonPotvrđena adresa e-pošte na kcl.ac.uk
Johannes KinderProfessor of Computer Science, LMU MunichPotvrđena adresa e-pošte na lmu.de
Roberto JordaneyRoyal Holloway, University of LondonPotvrđena adresa e-pošte na live.rhul.ac.uk
Giovanni ApruzzeseAssistant Professor, University of LiechtensteinPotvrđena adresa e-pošte na uni.li
Alexander WarneckeTU BerlinPotvrđena adresa e-pošte na tu-berlin.de
Daniel ArpTechnische Universität BerlinPotvrđena adresa e-pošte na tu-berlin.de
Konrad RieckTechnische Universität BerlinPotvrđena adresa e-pošte na tu-berlin.de
Erwin QuiringInternational Computer Science Institute (ICSI), BerkeleyPotvrđena adresa e-pošte na rub.de
Christian WressneggerKarlsruhe Institute of Technology (KIT)Potvrđena adresa e-pošte na kit.edu
Federico BarberoUniversity of OxfordPotvrđena adresa e-pošte na trinity.ox.ac.uk
David FreemanMeta Platforms Inc.Potvrđena adresa e-pošte na cs.stanford.edu
Edoardo SerraBoise State UniversityPotvrđena adresa e-pošte na boisestate.edu
Gang WangAssociate Professor, University of Illinois at Urbana-ChampaignPotvrđena adresa e-pošte na illinois.edu
Andrea LanziAssociate Professor at Department Computer Science at University of MilanPotvrđena adresa e-pošte na unimi.it
Mirco MarchettiUniversity of Modena and Reggio EmiliaPotvrđena adresa e-pošte na unimore.it

Prati

Fabio Pierazzi

Senior Lecturer (Associate Professor) in Computer Science, King's College London

Potvrđena adresa e-pošte na kcl.ac.uk - Početna stranica

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


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
{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	338	2019
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	230	2020
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	205	2022
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	185	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	123	2017
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	65	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	56	2016
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	45	2021
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	40	2017
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	38*	2022
Position:“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, ... First IEEE Conference on Secure and Trustworthy Machine Learning, 2022	36*	2022
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	33	2014
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	31	2020
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	26	2013
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	25	2017
Exploratory security analytics for anomaly detection F Pierazzi, S Casolari, M Colajanni, M Marchetti computers & security 56, 28-49, 2016	25	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	24	2014
: Predictive Behavioral Analysis of Recent Android Banking Trojans C Bai, Q Han, G Mezzour, F Pierazzi, VS Subrahmanian IEEE Transactions on Dependable and Secure Computing 18 (3), 1378-1393, 2019	20	2019
Realizable Universal Adversarial Perturbations for Malware R Labaca-Castro, L Muñoz-González, F Pendlebury, GD Rodosek, ... arXiv preprint arXiv:2102.06747, 2021	19*	2021
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	12	2021

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