Christopher Leckie

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Sutharshan RajasegararSchool of Information Technology, Deakin UniversityVerified email at unimelb.edu.au
M. PalaniswamiProfessor of Electrical EngineeringVerified email at unimelb.edu.au
Shanika KarunasekeraProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
James C. BezdekUniversity of Melbourne, Computer and Information SystemsVerified email at unimelb.edu.au
Sarah M. ErfaniAssociate Professor and DECRA Fellow, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Jeffrey ChanSchool of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Masud MoshtaghiAmazonVerified email at amazon.com
Tansu AlpcanProfessor, Dept. of EEE, the University of MelbourneVerified email at unimelb.edu.au
Liang WangNational Lab of Pattern RecognitionVerified email at nlpr.ia.ac.cn
Timothy C. HavensMichigan Technological UniversityVerified email at mtu.edu
Ampalavanapillai (Thas) NirmalathasProfessor of Electrical and Electronic Engineering, The University of MelbourneVerified email at unimelb.edu.au
Andrey KanAmazonVerified email at amazon.com
Rodney S TuckerUniversity of MelbourneVerified email at unimelb.edu.au
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Abdun MahmoodAssociate Professor of Computer Science and IT, La Trobe University, MelbourneVerified email at latrobe.edu.au
Elaine WongProfessor and Associate Dean (Diversity and Inclusion), Melbourne School of Engineering, TheVerified email at unimelb.edu.au
Rajendran ParthibanProfessor, Electrical and Computer Systems Engineering, Faculty of Engineering, Monash UniversityVerified email at monash.edu
Laurence A. F. ParkSchool of Computer, Data and Mathematical Sciences, Western Sydney UniversityVerified email at scem.uws.edu.au
Mahsa BaktashmotlaghARC Future Fellow and Senior Lecturer at the University of QueenslandVerified email at uq.edu.au

Christopher Leckie

Professor, Computing and Information Systems, The University of Melbourne

Verified email at unimelb.edu.au

artificial intelligence machine learning anomaly detection clustering cyber security


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning SM Erfani, S Rajasegarar, S Karunasekera, C Leckie Pattern Recognition 58, 121-134, 2016	1122	2016
Survey of network-based defense mechanisms countering the DoS and DDoS problems T Peng, C Leckie, K Ramamohanarao ACM Computing Surveys (CSUR) 39 (1), 3-es, 2007	1064	2007
Fuzzy c-means algorithms for very large data TC Havens, JC Bezdek, C Leckie, LO Hall, M Palaniswami IEEE Transactions on Fuzzy Systems 20 (6), 1130-1146, 2012	569	2012
Unsupervised anomaly detection in network intrusion detection using clusters K Leung, C Leckie Proceedings of the Twenty-eighth Australasian conference on Computer Science …, 2005	553	2005
A survey of coordinated attacks and collaborative intrusion detection CV Zhou, C Leckie, S Karunasekera computers & security 29 (1), 124-140, 2010	510	2010
Protection from distributed denial of service attacks using history-based IP filtering T Peng, C Leckie, K Ramamohanarao IEEE International Conference on Communications, 2003. ICC'03. 1, 482-486, 2003	422	2003
Anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami IEEE Wireless Communications 15 (4), 34-40, 2008	372	2008
Distributed anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami, JC Bezdek 2006 10th IEEE Singapore international conference on communication systems, 1-5, 2006	369	2006
Intrusion detection for routing attacks in sensor networks CE Loo, MY Ng, C Leckie, M Palaniswami International Journal of Distributed Sensor Networks 2 (4), 313-332, 2006	328	2006
Parking availability prediction for sensor-enabled car parks in smart cities Y Zheng, S Rajasegarar, C Leckie 2015 IEEE tenth international conference on intelligent sensors, sensor …, 2015	294	2015
Proactively detecting distributed denial of service attacks using source IP address monitoring T Peng, C Leckie, K Ramamohanarao Networking 2004: Networking Technologies, Services, and Protocols …, 2004	274	2004
Quarter sphere based distributed anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami, JC Bezdek 2007 IEEE International Conference on Communications, 3864-3869, 2007	252	2007
Using virtual machine allocation policies to defend against co-resident attacks in cloud computing Y Han, J Chan, T Alpcan, C Leckie IEEE Transactions on Dependable and Secure Computing 14 (1), 95-108, 2015	206	2015
Personalized tour recommendation based on user interests and points of interest visit durations KH Lim, J Chan, C Leckie, S Karunasekera Twenty-Fourth International Joint Conference on Artificial Intelligence …, 2015	204	2015
Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks S Rajasegarar, C Leckie, JC Bezdek, M Palaniswami IEEE Transactions on Information Forensics and Security 5 (3), 518-533, 2010	181	2010
Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency KH Lim, J Chan, C Leckie, S Karunasekera Knowledge and Information Systems 54, 375-406, 2018	178	2018
Fast memory efficient local outlier detection in data streams M Salehi, C Leckie, JC Bezdek, T Vaithianathan, X Zhang IEEE Transactions on Knowledge and Data Engineering 28 (12), 3246-3260, 2016	175	2016
Adjusted probabilistic packet marking for IP traceback T Peng, C Leckie, K Ramamohanarao NETWORKING 2002: Networking Technologies, Services, and Protocols …, 2002	167	2002
Labelled data collection for anomaly detection in wireless sensor networks S Suthaharan, M Alzahrani, S Rajasegarar, C Leckie, M Palaniswami 2010 sixth international conference on intelligent sensors, sensor networks …, 2010	160	2010
A probabilistic approach to detecting network scans C Leckie, R Kotagiri NOMS 2002. IEEE/IFIP Network Operations and Management Symposium.'Management …, 2002	138	2002

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