Roberto Perdisci

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Wenke LeeJohn P. Imlay Jr. Chair and Professor of Computer Science at Georgia TechVerified email at cc.gatech.edu
Manos AntonakakisGeorgia Institute of TechnologyVerified email at gatech.edu
Nikolaos Vasiloglou IIIsmion IncVerified email at ismion.com
Junjie ZhangWright State UniversityVerified email at wright.edu
Babak RahbariniaAssistant Professor at Auburn University MontgomeryVerified email at aum.edu
Yacin NadjiCorelight, IncVerified email at gatech.edu
Nick FeamsterNeubauer Professor of Computer Science, University of ChicagoVerified email at uchicago.edu
Xiapu LuoThe Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
Phani VadrevuAssistant Professor, Louisiana State UniversityVerified email at lsu.edu
Mustaque AhamadGeorgia Institute of TechnologyVerified email at cc.gatech.edu
Guofei GuProfessor, Department of Computer Science & Engineering, Texas A&M UniversityVerified email at cse.tamu.edu
Andrea LanziAssociate Professor at Department Computer Science at University of MilanVerified email at unimi.it
Fabio RoliProfessor, University of Genova and Cagliari, ItalyVerified email at unige.it
Kang LiBaidu; University of GeorgiaVerified email at cs.uga.edu
Karthika SubramaniGeorgia Institute of TechnologyVerified email at gatech.edu
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariVerified email at diee.unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneVerified email at pluribus-one.it
Kyu Hyung LeeAssistant Professor of Computer Science, University of GeorgiaVerified email at uga.edu
Monirul SharifGoogleVerified email at google.com
Jienan LiuDepartment of Computer Science, University of GeorgiaVerified email at cs.uga.edu

Roberto Perdisci

Professor of Computer Science, University of Georgia

Verified email at cs.uga.edu - Homepage

Network Security Web Security Machine Learning Applications Data Mining


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Botminer: Clustering analysis of network traffic for protocol-and structure-independent botnet detection G Gu, R Perdisci, J Zhang, W Lee	1665	2008
From {Throw-Away} traffic to bots: Detecting the rise of {DGA-Based} malware M Antonakakis, R Perdisci, Y Nadji, N Vasiloglou, S Abu-Nimeh, W Lee, ... 21st USENIX Security Symposium (USENIX Security 12), 491-506, 2012	771	2012
Building a dynamic reputation system for {DNS} M Antonakakis, R Perdisci, D Dagon, W Lee, N Feamster 19th USENIX Security Symposium (USENIX Security 10), 2010	703	2010
Behavioral clustering of http-based malware and signature generation using malicious network traces. R Perdisci, W Lee, N Feamster NSDI 10, 14, 2010	550	2010
Method and system for detecting malicious and/or botnet-related domain names R Perdisci, W Lee US Patent 10,027,688, 2018	458	2018
Detecting malware domains at the upper {DNS} hierarchy M Antonakakis, R Perdisci, W Lee, N Vasiloglou II, D Dagon 20th USENIX Security Symposium (USENIX Security 11), 2011	439	2011
Polymorphic Blending Attacks. P Fogla, MI Sharif, R Perdisci, OM Kolesnikov, W Lee USENIX security symposium, 241-256, 2006	381	2006
McPAD: A multiple classifier system for accurate payload-based anomaly detection R Perdisci, D Ariu, P Fogla, G Giacinto, W Lee Computer networks 53 (6), 864-881, 2009	370	2009
Using an ensemble of one-class svm classifiers to harden payload-based anomaly detection systems R Perdisci, G Gu, W Lee Sixth International Conference on Data Mining (ICDM'06), 488-498, 2006	328	2006
Method and system for detecting DGA-based malware M Antonakakis, R Perdisci, W Lee, IN Vasiloglou US Patent 9,922,190, 2018	321	2018
Misleading worm signature generators using deliberate noise injection R Perdisci, D Dagon, W Lee, P Fogla, M Sharif 2006 IEEE Symposium on Security and Privacy (S&P'06), 15 pp.-31, 2006	319	2006
Intrusion detection in computer networks by a modular ensemble of one-class classifiers G Giacinto, R Perdisci, M Del Rio, F Roli Information Fusion 9 (1), 69-82, 2008	293	2008
Detecting malicious flux service networks through passive analysis of recursive DNS traces R Perdisci, I Corona, D Dagon, W Lee 2009 Annual Computer Security Applications Conference, 311-320, 2009	258	2009
Classification of packed executables for accurate computer virus detection R Perdisci, A Lanzi, W Lee Pattern recognition letters 29 (14), 1941-1946, 2008	250	2008
HTTPOS: Sealing Information Leaks with Browser-side Obfuscation of Encrypted Flows. X Luo, P Zhou, EWW Chan, W Lee, RKC Chang, R Perdisci NDSS 11, 2011	235	2011
Mcboost: Boosting scalability in malware collection and analysis using statistical classification of executables R Perdisci, A Lanzi, W Lee 2008 Annual Computer Security Applications Conference (ACSAC), 301-310, 2008	208	2008
{WebWitness}: Investigating, Categorizing, and Mitigating Malware Download Paths T Nelms, R Perdisci, M Antonakakis, M Ahamad 24th USENIX Security Symposium (USENIX Security 15), 1025-1040, 2015	200*	2015
Detecting stealthy P2P botnets using statistical traffic fingerprints J Zhang, R Perdisci, W Lee, U Sarfraz, X Luo 2011 IEEE/IFIP 41st International Conference on Dependable Systems …, 2011	177	2011
Alarm clustering for intrusion detection systems in computer networks R Perdisci, G Giacinto, F Roli Engineering applications of artificial intelligence 19 (4), 429-438, 2006	166	2006
Early detection of malicious flux networks via large-scale passive DNS traffic analysis R Perdisci, I Corona, G Giacinto IEEE Transactions on Dependable and Secure Computing 9 (5), 714-726, 2012	155	2012

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