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Radu State

Radu State

Senior Research scientist

Faculty or Centre Interdisciplinary Centre for Security, Reliability and Trust
Postal Address Université du Luxembourg
29, avenue JF Kennedy
L-1855 Luxembourg
Campus Office JFK Building, E01-104
Email
Telephone (+352) 46 66 44 5647
Fax (+352) 46 66 44 5488

2010 - Habilitation from the University Nancy (France)
2001 - Ph.D in computer science, INRIA, Nancy (France)
1998 - Master of Science in Engineering, Johns Hopkins University (USA).
1996 - Master of Science in Computer Science, University of Bucarest, (Romania)

 

 



Last updated on: 23 Oct 2015

  • Network security and network managementLarge Scale Security monitoring
  • VoIP Security
  • Fuzz-testing
  • Adaptive security mechanisms



Last updated on: 23 Oct 2015

Conference chair/co-chair

  • TPC chair (with Henning Schulzrinne) of IPTCOMM - Principles, Systems and Applications of IP Telecommunications), 2008, Heidelberg, Germany.
  • TPC chair (with Philippe Owezarski) of IEEE MONAM 2007 Monitoring and Attack Mitigation 2007, Toulouse, France
  • TPC chair (with Tom Chen) of the First International Workshop on Cyber-Fraud (Cyber-Fraud), Silicon Valley, 2007. USA.
  • TPC chair (with Alexis Bonnecaze and Jean Leneutre) of SAR-SSI 2007 Securité, Architecture, Réseaux 2007, Anency, France
  • TPC chair with (Saverio Niccolini) of IEEE VoIPMaSe 2006 (VoIP Management and Security), Vancouver, Canada 2006
  • TPC chair (with Sven van der Meer) of the 17 th IEEE/IFIP DSOM (Distributed Systems: Operations and Management), 2006, Dublin, Ireland.

Organization Committee member

  • Publication Chair for IEEE/IFIP NOMS 2008: 11 th IEEE/IFIP IEEE/IFIP NOMS 2008 –Network Operation Management Symposium, Bahia, Brazil, 2008.
  • Poster Co-Chair for IEEE/IFIP IM 2007: 10 th. IEEE/IFIP International Conference on Integrated Network Management. IM2007, Muenchen, Germany
  • Publication Chair for IEEE/IFIP NOMS 2006: the 10th IEEE/IFIP IEEE/IFIP NOMS 2006 –Network Operation Management Symposium, Vancouver, Canada, 2006.

Technical program membership

  • Technical program committee member for the 12th International Symposium on Recent Advances in Intrusion Detection, Brittany, France, 2009
  • Technical program committee member for the 11 th. IEEE/IFIP International Conference on Integrated Network Management. IM2009, New York, USA
  • Technical program committee member for the IPTCOMM (Principles, Systems and Applications of IP Telecommunications), 2009, Atlanta, USA.
  • Technical program committee member for the IEEE/IFIP DSOM 2009, the 19 th IEEE/IFIP Workshop on Distributed Systems Management and Operations. November, 2009, Venice, Italy
  • Technical program committee member for the 11 th IEEE/IFIP IEEE/IFIP NOM 2008 –Network Operation Management Symposium), Bahia, Brazil, 2008.
  • Technical program committee member for the 10 th. IEEE/IFIP International Conference on Integrated Network Management. IM2007, Muenchen, Germany
  • Technical program committee member for the IPTCOMM (Principles, Systems and Applications of IP Telecommunications), 2007, New York, USA.
  • Technical program committee member for the 10th IEEE/IFIP IEEE/IFIP NOM 2006 –Network Operation Management Symposium), Vancouver, Canada, 2006.
  • Technical program committee member for the 9 th. IEEE/IFIP International Conference on Integrated Network Management. IM2005, Nice, France
  • Technical program committee member for the IEEE/IFIP DSOM 2005, the 16 th IEEE/IFIP Workshop on Distributed Systems Management and Operations. November, 2005 Barcelona,Spain.
  • Technical program committee member for the IEEE/IFIP DSOM 2004, the 15 th IEEE/IFIP Workshop on Distributed Systems Management and Operations. November, 2004 USA.
  • Technical program committee member for the 14 th. IEEE/IFIP DSOM 2003, the 14 th. IEEE/IFIP Workshop on Distributed Systems Management and Operations. October 2003, Heidelberg, Germany
  • Technical program committee member for SAR2004 -3ème rencontre francophone sur la sécurité et les architectures réseaux. 2004. France. French speaking conference on network security.
  • Technical program committee member for SAR2003 -2ème rencontre francophone sur la sécurité et les architectures réseaux. 2003. Nancy, France. French speaking conference on network security.
  • Technical program committee member for SAPIR 2005,
  • Technical program committee member for AICT 2005.



Last updated on: 23 Oct 2015

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Last updated on: 23 Oct 2015

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Last updated on: 23 Oct 2015

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2017

Full Text
See detailRule Compilation in Multi-Tenant Networks
Blaiech, Khalil; Hamadi, Salaheddine; Hommes, Stefan; Valtchev, Petko; Cherkaoui, Omar; State, Radu

in Rule Compilation in Multi-Tenant Networks (2017, May 18)

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See detailThe Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study
Glauner, Patrick; Du, Manxing; Paraschiv, Victor; Boytsov, Andrey; Lopez Andrade, Isabel; Meira, Jorge Augusto; Valtchev, Petko; State, Radu

in Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017) (2017)

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See detailThe Challenge of Non-Technical Loss Detection using Artificial Intelligence: A Survey
Glauner, Patrick; Meira, Jorge Augusto; Valtchev, Petko; State, Radu; Bettinger, Franck

in International Journal of Computational Intelligence Systems (2017), 10(1), 760-775

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See detailIs Big Data Sufficient for a Reliable Detection of Non-Technical Losses?
Glauner, Patrick; Migliosi, Angelo; Meira, Jorge Augusto; Valtchev, Petko; State, Radu; Bettinger, Franck

in Proceedings of the 19th International Conference on Intelligent System Applications to Power Systems (ISAP 2017) (2017, September)

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See detailDistilling Provider-Independent Data for General Detection of Non-Technical Losses
Meira, Jorge Augusto; Glauner, Patrick; State, Radu; Valtchev, Petko; Dolberg, Lautaro; Bettinger, Franck; Duarte, Diogo

in Power and Energy Conference, Illinois 23-24 February 2017 (2017)

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2016

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See detailBehavior Profiling for Mobile Advertising
Du, Manxing; State, Radu; Brorsson, Mats; Avanesov, Tigran

in Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (2016, December)

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See detailLarge-Scale Detection of Non-Technical Losses in Imbalanced Data Sets
Glauner, Patrick; Boechat, Andre; Dolberg, Lautaro; State, Radu; Bettinger, Franck; Rangoni, Yves; Duarte, Diogo

in Proceedings of the Seventh IEEE Conference on Innovative Smart Grid Technologies (ISGT 2016) (2016)

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See detailNeighborhood Features Help Detecting Non-Technical Losses in Big Data Sets
Glauner, Patrick; Meira, Jorge Augusto; Dolberg, Lautaro; State, Radu; Bettinger, Franck; Rangoni, Yves; Duarte, Diogo

in Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing Applications and Technologies (BDCAT 2016) (2016)

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See detailDeep Learning on Big Data Sets in the Cloud with Apache Spark and Google TensorFlow
Glauner, Patrick; State, Radu

Scientific Conference (2016, December 09)

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See detailLoad Forecasting with Artificial Intelligence on Big Data
Glauner, Patrick; State, Radu

Scientific Conference (2016, October 09)

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See detailDeep Learning Concepts from Theory to Practice
Glauner, Patrick; State, Radu

Scientific Conference (2016, January 19)

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See detailCompiling packet forwarding rules for switch pipelined architecture
Hamadi, Salaheddine; Blaiech, Khalil; Valtchev, Petko; Cherkaoui, Omar; State, Radu

in IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications (2016, July 26)

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See detailFlexible State-Merging for learning (P)DFAs in Python
Hammerschmidt, Christian; Loos, Benjamin Laurent; Verwer, Sicco; State, Radu

Scientific Conference (2016, October)

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See detailEfficient Learning of Communication Profiles from IP Flow Records
Hammerschmidt, Christian; Marchal, Samuel; Pellegrino, Gaetano; State, Radu; Verwer, Sicco

Poster (2016, November)

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See detailBehavioral Clustering of Non-Stationary IP Flow Record Data
Hammerschmidt, Christian; Marchal, Samuel; State, Radu; Verwer, Sicco

Poster (2016, October)

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See detailInterpreting Finite Automata for Sequential Data
Hammerschmidt, Christian; Verwer, S.; Lin, Q.; State, Radu

in Interpretable Machine Learning for Complex Systems: NIPS 2016 workshop proceedings (2016)

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See detailNDN.p4: Programming Information-Centric data-planes
Signorello, Salvatore; State, Radu; François, Jérôme; Festor, Olivier

in Proceedings of the IEEE International Workshop on Open-Source Software Networking at NetSoft2016 (2016)

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2015

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See detailExploring IoT Protocols Through the Information-Centric Networking's Lens
Signorello, Salvatore; State, Radu; Festor, Olivier

in Intelligent Mechanisms for Network Configuration and Security (2015, June)

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2014

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See detailEmpirical assessment of machine learning-based malware detectors for Android: Measuring the Gap between In-the-Lab and In-the-Wild Validation Scenarios
Allix, Kevin; Bissyande, Tegawendé François D Assise; Jerome, Quentin; Klein, Jacques; State, Radu; Le Traon, Yves

in Empirical Software Engineering (2014)

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See detailLarge-scale Machine Learning-based Malware Detection: Confronting the "10-fold Cross Validation" Scheme with Reality
Allix, Kevin; Bissyande, Tegawendé François D Assise; Jerome, Quentin; Klein, Jacques; State, Radu; Le Traon, Yves

in Proceedings of the 4th ACM Conference on Data and Application Security and Privacy (2014, March)

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See detailA Forensic Analysis of Android Malware -- How is Malware Written and How It Could Be Detected?
Allix, Kevin; Jerome, Quentin; Bissyande, Tegawendé François D Assise; Klein, Jacques; State, Radu; Le Traon, Yves

in Proceedings of the 2014 IEEE 38th Annual Computer Software and Applications Conference (2014, July)

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See detailCorrectness of source code extension for fault detection in openflow based networks
Hermann, Frank; Hommes, Stefan; State, Radu; Engel, Thomas

Report (2014)

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See detailImplications and Detection of DoS Attacks in OpenFlow-based Networks
Hommes, Stefan; State, Radu; Engel, Thomas

in 2014 IEEE Global Communications Conference (2014)

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See detailUsing opcode-sequences to detect malicious Android applications
Jerome, Quentin; Allix, Kevin; State, Radu; Engel, Thomas

in IEEE International Conference on Communications, ICC 2014, Sydney Australia, June 10-14, 2014 (2014, June)

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See detailPhishStorm: Detecting Phishing With Streaming Analytics
Marchal, Samuel; François, Jérôme; State, Radu; Engel, Thomas

in IEEE Transactions on Network and Service Management (2014), 11(December), 458-471

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See detailPhishScore: Hacking Phishers' Minds
Marchal, Samuel; François, Jérôme; State, Radu; Engel, Thomas

in Proceedings of the 10th International Conference on Network and Service Management (2014, November)

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See detailA Big Data Architecture for Large Scale Security Monitoring
Marchal, Samuel; Jiang, Xiuyan; State, Radu; Engel, Thomas

in Proceedings of the 3rd IEEE Congress on Big Data (2014, July)

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2013

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See detailIdentifying abnormal pattern in cellular communication flows
Goergen, David; Mendiratta, Veena; State, Radu; Engel, Thomas

in Proceedings of IPTComm 2013 (2013, October)

See detailAggregating large-scale measurements for Application Layer Traffic Optimization (ALTO) Protocol
Goergen, David; State, Radu; Gurbani, Vijay

Scientific Conference (2013, July)

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See detailAutomated Source Code Extension for Debugging of OpenFlow based Networks
Hommes, Stefan; Hermann, Frank; State, Radu; Engel, Thomas

in Proc. 9th International Conference on Network and Service Management (CNSM) (2013, October)

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See detailClassification of Log Files with Limited Labeled Data
Hommes, Stefan; State, Radu; Engel, Thomas

in Proceedings of IPTComm 2013 (2013, October)

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See detailAdvanced Detection Tool for PDF Threats
Jerome, Quentin; Marchal, Samuel; State, Radu; Engel, Thomas

in Proceedings of the sixth International Workshop on Autonomous and Spontaneous Security, RHUL, Egham, U.K., 12th-13th September 2013 (2013, September 13)

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See detailASMATRA: Ranking ASs Providing Transit Service to Malware Hosters
Wagner, Cynthia; François, Jérôme; State, Radu; Dulaunoy, Alexandre; Engel, Thomas; Massen, Gilles

in IFIP/IEEE International Symposium on Integrated Network Management IM2013 (2013)

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2012

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See detailA Distance-Based Method to Detect Anomalous Attributes in Log Files
Hommes, Stefan; State, Radu; Engel, Thomas

in Proceedings of IEEE/IFIP NOMS 2012 (2012, April)

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See detailDetecting Stealthy Backdoors with Association Rule Mining
Hommes, Stefan; State, Radu; Engel, Thomas

in IFIP Networking 2012 (2012)

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See detailSemantic based DNS Forensics
Marchal, Samuel; François, Jérôme; State, Radu; Engel, Thomas

in Proceedings of the IEEE International Workshop on Information Forensics and Security (2012, December)

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See detailProactive Discovery of Phishing Related Domain Names
Marchal, Samuel; François, Jérôme; State, Radu; Engel, Thomas

in Proceedings of the 15th International Symposium on Research in Attacks, Intrusions and Defenses, Amsterdam 12-14 September 2012 (2012, September)

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See detailDNSSM: A large-scale Passive DNS Security Monitoring Framework
Marchal, Samuel; François, Jérôme; Wagner, Cynthia; State, Radu; Dulaunoy, Alexandre; Engel, Thomas; Festor, Olivier

in IEEE/IFIP Network Operations and Management Symposium (2012, April)

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See detailInstant Degradation of Anonymity in Low-Latency Anonymisation Systems
Ries, Thorsten; State, Radu; Engel, Thomas

in Sadre, Ramin; Novotny, Jiri; Celeda, Pavel; Waldburger, Martin; Stiller, Burkhard (Eds.) Dependable Networks and Services, LNCS 7279 (2012)

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2011

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See detailDetection of Abnormal Behaviour in a Surveillance Environment Using Control Charts
Hommes, Stefan; State, Radu; Zinnen, Andreas; Engel, Thomas

in 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011 (2011)

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See detailComparison of Low-Latency Anonymous Communication Systems - Practical Usage and Performance
Ries, Thorsten; Panchenko, Andriy; State, Radu; Engel, Thomas

in Ninth Australasian Information Security Conference (2011)

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See detailMeasuring anonymity using network coordinate systems
Ries, Thorsten; State, Radu; Engel, Thomas

in International Symposium on Communications and Information Technologies (ISCIT), 2011 (2011)

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2010

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See detailAn Autonomic Testing Framework for IPv6 Configuration Protocols
Becker, Sheila; Abdelnur, Humberto J.; State, Radu; Engel, Thomas

in Lecture Notes in Computer Science 6155 (2010)

See detailMachine Learning Techniques for Passive Network Inventory
François, Jérôme; Abdelnur, Humberto J.; State, Radu; Festor, Olivier

in IEEE Transactions on Network and Service Management (2010), 7(4), 244-257

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2009

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See detailAbusing SIP authentication
Abdelnur, Humberto J.; Avanesov, Tigran; Rusinowitch, Michael; State, Radu

in Journal of Information Assurance and Security (2009), 4

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See detailDefensive configuration with game theory
Becker, Sheila; State, Radu; Engel, Thomas

in The 11th IFIP/IEEE International Symposium on Integrated Network Management (2009)

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See detailUsing Game Theory to configure P2P SIP
Becker, Sheila; State, Radu; Engel, Thomas

in Lecture Notes in Computer Science (2009)

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