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Prof. Dr. Radu State

Radu State

Full professor in Network Management and Cyber Security

Faculty or Centre Interdisciplinary Centre for Security, Reliability and Trust
Department SEDAN
Postal Address Université du Luxembourg
29, avenue JF Kennedy
L-1855 Luxembourg
Campus Office JFK Building, E02-203
Email
Telephone (+352) 46 66 44 5647

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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In press

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See detailBlockchain Governance: An Overview and Prediction of Optimal Strategies Using Nash Equilibrium
Khan, Nida; Ahmad, Tabrez; Patel, Anass; State, Radu

in 3rd AUE International Research Conference (in press)

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2023

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See detailG-HIN2Vec: Distributed Heterogeneous Graph Representations for Cardholder Transactions
Damoun, Farouk; Seba, Hamida; Hilger, Jean; State, Radu

Scientific Conference (2023, March 27)

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See detailBlockly2Hooks: Smart Contracts for Everyone with the XRP Ledger and Google Blockly
Trestioreanu, Lucian Andrei; Shbair, Wazen; Scheidt de Cristo, Flaviene; State, Radu

Scientific Conference (2023)

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See detailXRP-NDN overlay: Improving the Communication Efficiency of Consensus-Validation based Blockchains with an NDN Overlay
Trestioreanu, Lucian Andrei; Shbair, Wazen; Scheidt de Cristo, Flaviene; State, Radu

Scientific Conference (2023)

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2022

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See detailElysium: Context-Aware Bytecode-Level Patching to Automatically Heal Vulnerable Smart Contracts
Ferreira Torres, Christof; Jonker, Hugo; State, Radu

in International Symposium on Research in Attacks, Intrusions and Defenses, Limassol, Cyprus 26-28 October 2022 (2022)

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See detailEvent-Driven Interest Detection for Task-Oriented Mobile Apps
Ota, Fernando Kaway Carvalho; Damoun, Farouk; Lagraa, Sofiane; Becerra-Sanchez, Patricia; Hilger, Jean; State, Radu

in Ota, Fernando Kaway Carvalho; Damoun, Farouk (Eds.) Mobile and Ubiquitous Systems: Computing, Networking and Services (2022)

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See detailTopology Analysis of the XRP Ledger
Tumas, Vytautas; Rivera, Sean; Magoni, Damien; State, Radu

Scientific Conference (2022, October 12)

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See detailA Flash(bot) in the Pan: Measuring Maximal Extractable Value in Private Pools
Weintraub, Ben; Ferreira Torres, Christof; Nita-Rotaru, Cristina; State, Radu

in ACM Internet Measurement Conference, Nice, France 25-27 October 2022 (2022)

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2021

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See detailFrontrunner Jones and the Raiders of the Dark Forest: An Empirical Study of Frontrunning on the Ethereum Blockchain
Ferreira Torres, Christof; Camino, Ramiro; State, Radu

in USENIX Security Symposium, Virtual 11-13 August 2021 (2021)

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See detailConFuzzius: A Data Dependency-Aware Hybrid Fuzzer for Smart Contracts
Ferreira Torres, Christof; Iannillo, Antonio Ken; Gervais, Arthur; State, Radu

in European Symposium on Security and Privacy, Vienna 7-11 September 2021 (2021, September)

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See detailThe Eye of Horus: Spotting and Analyzing Attacks on Ethereum Smart Contracts
Ferreira Torres, Christof; Iannillo, Antonio Ken; Gervais, Arthur; State, Radu

in International Conference on Financial Cryptography and Data Security, Grenada 1-5 March 2021 (2021)

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See detailPrivacy-Preserving PayString Service
Scheidt de Cristo, Flaviene; Shbair, Wazen; Trestioreanu, Lucian Andrei; Malhotra, Aanchal; State, Radu

Poster (2021, May)

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See detailSelf-Sovereign Identity for the Financial Sector: A Case Study of PayString Service
Scheidt de Cristo, Flaviene; Shbair, Wazen; Trestioreanu, Lucian Andrei; State, Radu; Malhotra, Aanchal

Scientific Conference (2021, December 06)

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See detailHSM-based Key Management Solution for Ethereum Blockchain
Shbair, Wazen; Gavrilov, Eugene; State, Radu

in IEEE International Conference on Blockchain and Cryptocurrency, 3-6 May 2021 (2021, May 03)

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See detailSPON: Enabling Resilient Inter-Ledgers Payments with an Intrusion-Tolerant Overlay
Trestioreanu, Lucian Andrei; Nita-Rotaru, Cristina; Malhotra, Aanchal; State, Radu

Scientific Conference (2021, October 04)

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2020

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See detailIntrusion detection on robot cameras using spatio-temporal autoencoders: A self-driving car application
Amrouche, Faouzi; Lagraa, Sofiane; Frank, Raphaël; State, Radu

in 91st IEEE Vehicular Technology Conference, VTC Spring 2020, Antwerp, Belgium, May 25-28, 2020 (2020)

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See detailA Data Science Approach for Honeypot Detection in Ethereum
Camino, Ramiro Daniel; Ferreira Torres, Christof; Baden, Mathis; State, Radu

in 2020 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (2020, August 17)

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See detailWorking with Deep Generative Models and Tabular Data Imputation
Camino, Ramiro Daniel; Hammerschmidt, Christian; State, Radu

Scientific Conference (2020, July 17)

See detailMinority Class Oversampling for Tabular Data with Deep Generative Models
Camino, Ramiro Daniel; Hammerschmidt, Christian; State, Radu

E-print/Working paper (2020)

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See detailMobile App to SGX Enclave Secure Channel
Carvalho Ota, Fernando Kaway; Meira, Jorge Augusto; Cassagnes, Cyril; State, Radu

in 2019 IEEE International Symposium on Software Reliability Engineering Workshops (2020, February 13)

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See detailTowards Privacy Preserving Data Centric Super App
Carvalho Ota, Fernando Kaway; Meira, Jorge Augusto; Frank, Raphaël; State, Radu

in Carvalho Ota, Fernando Kaway; Meira, Jorge Augusto; Frank, Raphaël; State, Radu (Eds.) 2020 Mediterranean Communication and Computer Networking Conference, Arona 17-19 June 2020 (2020, September 10)

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See detailThe rise of eBPF for non-intrusive performance monitoring
Cassagnes, Cyril; Trestioreanu, Lucian Andrei; Joly, Clement; State, Radu

in IEEE Xplore (2020, June 08)

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See detailTowards Usable Protection Against Honeypots
Ferreira Torres, Christof; Steichen, Mathis; State, Radu

in IEEE International Conference on Blockchain and Cryptocurrency, Toronto, Canada 3-6 May 2020 (2020)

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See detailTokenization of Sukuk: Ethereum Case Study
Khan, Nida; Kchouri, Bilal; Yatoo, Nissar Ahmad; Kräussl, Zsofia; Patel, Anass; State, Radu

in Global Finance Journal (2020)

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See detailFederated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection
Khramtsova, Ekaterina; Hammerschmidt, Christian; Lagraa, Sofiane; State, Radu

in IEEE International Conference on Distributed Computing Systems (ICDCS) (2020)

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See detailProcess mining-based approach for investigating malicious login events
Lagraa, Sofiane; State, Radu

in IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, April 20-24, 2020 (2020)

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See detailLeveraging eBPF to preserve user privacy for DNS, DoT, and DoH queries
Rivera, Sean; Gurbani, Vijay; Lagraa, Sofiane; Iannillo, Antonio Ken; State, Radu

in Proceedings of the 15th International Conference on Availability, Reliability and Security (2020, August)

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See detailDeep dive into Interledger: Understanding the Interledger ecosystem - Part 4
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2020)

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See detailBlockPGP: A Blockchain-based Framework for PGP Key Servers
Yakubov, Alexander; Shbair, Wazen; Khan, Nida; State, Radu; Medinger, Christophe; Hilger, Jean

in International Journal of Networking and Computing (2020), 10(1), 1-24

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2019

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See detailGraph-based malicious login events investigation
Amrouche, Faouzi; Lagraa, Sofiane; Kaiafas, Georgios; State, Radu

in Amrouche, Faouzi; Lagraa, Sofiane; Kaiafas, Georgios; State, Radu (Eds.) 16th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2019) (2019)

See detailImproving Missing Data Imputation with Deep Generative Models
Camino, Ramiro Daniel; Hammerschmidt, Christian; State, Radu

E-print/Working paper (2019)

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See detailMQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning
Charlier, Jérémy Henri J.; Ormazabal, Gaston; State, Radu; Hilger, Jean

in Proceedings of the Fourth Workshop on MIning DAta for financial applicationS (MIDAS 2019) co-located with the 2019 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019) (2019, September)

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See detailVisualization of AE's Training on Credit Card Transactions with Persistent Homology
Charlier, Jérémy Henri J.; Petit, François; Ormazabal, Gaston; State, Radu; Hilger, Jean

in Proceedings of the International Workshop on Applications of Topological Data Analysis In conjunction with ECML PKDD 2019 (2019, September)

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See detailPHom-GeM: Persistent Homology for Generative Models
Charlier, Jérémy Henri J.; State, Radu; Hilger, Jean

in The 6th Swiss Conference on Data Science (2019)

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See detailPredicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment
Charlier, Jérémy Henri J.; State, Radu; Hilger, Jean

in 32nd Canadian Conference on Artificial Intelligence Proceedings (2019, May)

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See detailKnow Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation
Du, Manxing; Cowen-Rivers, Alexander I.; Wen, Ying; Sakulwongtana, Phu; Wang, Jun; Brorsson, Mats Hakan; State, Radu

in Proceedings of the 19th IEEE International Conference on Data Mining Workshops (ICDMW 2019) (2019)

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See detailTime Series Modeling of Market Price in Real-Time Bidding
Du, Manxing; Hammerschmidt, Christian; Varisteas, Georgios; State, Radu; Brorsson, Mats Hakan; Zhang, Zhu

in 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (2019, April)

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See detailA Tale of Location-Based User Authentication
Falk, Eric; Toth, Vendel; Knaff, Alexandre; State, Radu

in IEEE BigComp2019 - The 6th IEEE International Conference on Big Data and Smart Computing (2019)

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See detailThe Art of The Scam: Demystifying Honeypots in Ethereum Smart Contracts
Ferreira Torres, Christof; Steichen, Mathis; State, Radu

in USENIX Security Symposium, Santa Clara, 14-16 August 2019 (2019)

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See detailMint Centrality: A Centrality Measure for the Bitcoin Transaction Graph
Fiz Pontiveros, Beltran; Steichen, Mathis; State, Radu

Poster (2019, May 17)

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See detailA Proposal for Security Assessment of Trustzone-M based Software
Iannillo, Antonio Ken; State, Radu

in 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE) (2019)

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See detailAn Experimental Analysis of Fraud Detection Methods in Enterprise Telecommunication Data using Unsupervised Outlier Ensembles
Kaiafas, Georgios; Hammerschmidt, Christian; Lagraa, Sofiane; State, Radu

in Kaiafas, Georgios; Hammerschmidt, Christian; State, Radu (Eds.) 16th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2019) (2019)

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See detailAuto Semi-supervised Outlier Detection for Malicious Authentication Events
Kaiafas, Georgios; Hammerschmidt, Christian; Lagraa, Sofiane; State, Radu

in ECML PKDD 2019 Workshops (2019)

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See detailFeasibility of Stellar as a Blockchain-based Micropayment System
Khan, Nida; Ahmad, Tabrez; State, Radu

in Springer SmartBlock 2019 - 2nd International Conference on Smart Blockchain (2019, November)

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See detailBlockchain-based Micropayment Systems: Economic Impact
Khan, Nida; Ahmad, Tabrez; State, Radu

in ACM IDEAS '19 Proceedings of the 23rd International Database Engineering & Applications Symposium (2019)

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See detailLightning Network: A Comparative Review of Transaction Fees and Data Analysis
Khan, Nida; State, Radu

in Springer Blockchain and Applications (2019)

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See detailReal-time attack detection on robot cameras: A self-driving car application
Lagraa, Sofiane; Cailac, Maxime; Rivera, Sean; Beck, Frédéric; State, Radu

in International Conference on Robotic Computing (2019, February)

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See detailStandardising smart contracts: Automatically inferring ERC standards
Norvill, Robert; Fiz Pontiveros, Beltran; State, Radu; Cullen, Andrea

in Proceedings of 2019 IEEE International Conference on Blockchain and Cryptocurrency (2019)

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See detailDemo: Blockchain for the Simplification and Automation of KYC Result Sharing
Norvill, Robert; Steichen, Mathis; Shbair, Wazen; State, Radu

in IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2019) (2019, May 14)

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See detailAuto-encoding Robot State against Sensor Spoofing Attacks
Rivera, Sean; Lagraa, Sofiane; Iannillo, Antonio Ken; State, Radu

in International Symposium on Software Reliability Engineering (2019, October)

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See detailROSploit: Cybersecurity tool for ROS
Rivera, Sean; Lagraa, Sofiane; State, Radu

in International Conference on Robotic Computing (2019, February)

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See detailROS-Defender: SDN-based Security Policy Enforcement for Robotic Applications
Rivera, Sean; Lagraa, Sofiane; State, Radu; Nita-Rotaru, Cristina; Becker, Sheila

in IEEE Workshop on the Internet of Safe Things, Co-located with IEEE Security and Privacy 2019 (2019, May)

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See detailBlockZoom: Large-Scale Blockchain Testbed
Shbair, Wazen; Steichen, Mathis; Francois, Jerome; State, Radu

in IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2019) (2019, May 14)

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See detailWhispering Botnet Command and Control Instructions
Steichen, Mathis; Ferreira Torres, Christof; Fiz Pontiveros, Beltran; State, Radu

in 2nd Crypto Valley Conference on Blockchain Technology, Zug 24-26 June 2019 (2019, June 25)

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See detailDeep dive into Interledger: Understanding the Interledger ecosystem - Part 3
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2019)

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See detailDeep dive into Interledger: Understanding the Interledger ecosystem - Part 2
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2019)

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See detailDeep dive into Interledger: Understanding the Interledger ecosystem - Part 1
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2019)

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See detailDeep dive into Interledger: Understanding the Interledger ecosystem
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2019)

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See detailEvaluation of End-To-End Learning for Autonomous Driving: The Good, the Bad and the Ugly
Varisteas, Georgios; Frank, Raphaël; Sajadi Alamdari, Seyed Amin; Voos, Holger; State, Radu

in 2nd International Conference on Intelligent Autonomous Systems, Singapore, Feb. 28 to Mar. 2, 2019 (2019, March 01)

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2018

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See detailGenerating Multi-Categorical Samples with Generative Adversarial Networks
Camino, Ramiro Daniel; Hammerschmidt, Christian; State, Radu

Scientific Conference (2018, July)

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See detailUser-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition
Charlier, Jérémy Henri J.; Falk, Eric; State, Radu; Hilger, Jean

in Proceedings of 2018 IEEE International Conference on Data Mining Workshops (ICDMW) (2018)

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See detailNon-Negative Paratuck2 Tensor Decomposition Combined to LSTM Network for Smart Contracts Profiling
Charlier, Jérémy Henri J.; State, Radu

in International Journal of Computer & Software Engineering (2018), 3(1),

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See detailNon-Negative Paratuck2 Tensor Decomposition Combined to LSTM Network For Smart Contracts Profiling
Charlier, Jérémy Henri J.; State, Radu; Hilger, Jean

in Charlier, Jeremy; State, Radu; Hilger, Jean (Eds.) 2018 IEEE International Conference on Big Data and Smart Computing Proceedings (2018, January)

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See detailOsiris: Hunting for Integer Bugs in Ethereum Smart Contracts
Ferreira Torres, Christof; Schütte, Julian; State, Radu

in 34th Annual Computer Security Applications Conference (ACSAC ’18), San Juan, Puerto Rico, USA, December 3-7, 2018 (2018, December)

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See detailRecycling Smart Contracts: Compression of the Ethereum Blockchain.
Fiz Pontiveros, Beltran; Norvill, Robert; State, Radu

in Proceedings of 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS) 2018 (2018, February)

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See detailMonitoring the transaction selection policy of Bitcoin mining pools
Fiz Pontiveros, Beltran; Norvill, Robert; State, Radu

in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018)

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See detailMachine Learning for Data-Driven Smart Grid Applications
Glauner, Patrick; Meira, Jorge Augusto; State, Radu

Scientific Conference (2018)

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See detailDetection of Irregular Power Usage using Machine Learning
Glauner, Patrick; Meira, Jorge Augusto; State, Radu

Scientific Conference (2018)

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See detailIntroduction to Machine Learning for Power Engineers
Glauner, Patrick; State, Radu

Scientific Conference (2018)

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See detailOn the Reduction of Biases in Big Data Sets for the Detection of Irregular Power Usage
Glauner, Patrick; State, Radu; Valtchev, Petko; Duarte, Diogo

in Proceedings 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS 2018) (2018)

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See detailImpact of Biases in Big Data
Glauner, Patrick; Valtchev, Petko; State, Radu

in Proceedings of the 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018) (2018)

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See detailDetecting Malicious Authentication Events Trustfully
Kaiafas, Georgios; Varisteas, Georgios; Lagraa, Sofiane; State, Radu

in Kaiafas, Georgios; Varisteas, Georgios; Lagraa, Sofiane; State, Radu (Eds.) IEEE/IFIP Network Operations and Management Symposium, 23-27 April 2018, Taipei, Taiwan Cognitive Management in a Cyber World (2018)

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See detailTowards a Management Plane for Smart Contracts: Ethereum Case Study
Khan, Nida; Lahmadi, Abdelkader; Francois, Jerome; State, Radu

in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018)

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See detailKnowledge Discovery Approach from Blockchain, Crypto-currencies, and Financial Stock Exchanges
Lagraa, Sofiane; Charlier, Jérémy Henri J.; State, Radu

Poster (2018, August 20)

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See detailVisualizing the Learning Progress of Self-Driving Cars
Mund, Sandro; Frank, Raphaël; Varisteas, Georgios; State, Radu

in 21st International Conference on Intelligent Transportation Systems (2018, November 02)

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See detailVisual emulation for Ethereum's virtual machine
Norvill, Robert; Fiz Pontiveros, Beltran; State, Radu; Cullen, Andrea

in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018, July 09)

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See detailBlockchain Orchestration and Experimentation Framework: A Case Study of KYC
Shbair, Wazen; Steichen, Mathis; François, Jérôme; State, Radu

in The First IEEE/IFIP International Workshop on Managing and Managed by Blockchain (Man2Block) colocated with IEEE/IFIP NOMS 2018 (2018)

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See detailBlockchain-Based, Decentralized Access Control for IPFS
Steichen, Mathis; Fiz Pontiveros, Beltran; Norvill, Robert; Shbair, Wazen; State, Radu

in The 2018 IEEE International Conference on Blockchain (Blockchain-2018) (2018, July 30)

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See detailDistributed C++-Python embedding for fast predictions and fast prototyping
Varisteas, Georgios; Avanesov, Tigran; State, Radu

in Proceedings of the Second Workshop on Distributed Infrastructures for Deep Learning (2018)

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See detailBlockPGP: A Blockchain-based Framework for PGP Key Servers
Yakubov, Alexander; Shbair, Wazen; State, Radu

in The Sixth International Symposium on Computing and Networking (2018, November 28)

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See detailA Blockchain-Based PKI Management Framework
Yakubov, Alexander; Shbair, Wazen; Wallbom, Anders; Sanda, David; State, Radu

in The First IEEE/IFIP International Workshop on Managing and Managed by Blockchain (Man2Block) colocated with IEEE/IFIP NOMS 2018, Tapei, Tawain 23-27 April 2018 (2018)

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2017

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See detailRecurrent Dynamical Projection for Time series-based Fraud detection
Antonelo, Eric Aislan; State, Radu

in ICANN 2017, Part II, LNCS 10614 (2017)

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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 detailFinding Suspicious Activities in Financial Transactions and Distributed Ledgers
Camino, Ramiro Daniel; State, Radu; Montero, Leandro; Valtchev, Petko

in Proceedings of the 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017) (2017)

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See detailProfiling Smart Contracts Interactions Tensor Decomposition and Graph Mining.
Charlier, Jérémy Henri J.; Lagraa, Sofiane; State, Radu; Francois, Jerome

in Proceedings of the Second Workshop on MIning DAta for financial applicationS (MIDAS 2017) co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje, Macedonia, September 18, 2017. (2017, September)

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See detailModeling Smart Contracts Activities: A Tensor based Approach
Charlier, Jérémy Henri J.; State, Radu; Hilger, Jean

in Charlier, Jeremy; State, Radu; Hilger, Jean (Eds.) Proceedings of 2017 Future Technologies Conference (FTC), 29-30 November 2017, Vancouver, Canada (2017, November)

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See detailImproving Real-Time Bidding Using a Constrained Markov Decision Process
Du, Manxing; Sassioui, Redouane; Varisteas, Georgios; State, Radu; Brorsson, Mats; Cherkaoui, Omar

in Proceedings of the 13th International Conference on Advanced Data Mining and Applications (2017, November)

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See detailOn non-parametric models for detecting outages in the mobile network
Falk, Eric; Camino, Ramiro Daniel; State, Radu; Gurbani, Vijay K.

in Integrated Network and Service Management 2017 (2017, May)

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See detailYour Moves, Your Device: Establishing Behavior Profiles Using Tensors
Falk, Eric; Charlier, Jérémy Henri J.; State, Radu

in Advanced Data Mining and Applications - 13th International Conference, ADMA 2017 (2017, November)

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See detailVSOC - A Virtual Security Operating Center
Falk, Eric; Fiz Pontiveros, Beltran; Repcek, Stefan; Hommes, Stefan; State, Radu; Sasnauskas, Raimondas

in Global Communications (2017)

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See detailQuery-able Kafka: An agile data analytics pipeline for mobile wireless networks
Falk, Eric; Gurbani, Vijay K.; State, Radu

in Proceedings of the 43rd International Conference on Very Large Data Bases 2017 (2017, August), 10

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See detailConfirmation Delay Prediction of Transactions in the Bitcoin Network
Fiz Pontiveros, Beltran; Hommes, Stefan; State, Radu

in Lecture Notes in Electrical Engineering (2017)

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See detailIdentifying Irregular Power Usage by Turning Predictions into Holographic Spatial Visualizations
Glauner, Patrick; Dahringer, Niklas; Puhachov, Oleksandr; Meira, Jorge Augusto; Valtchev, Petko; State, Radu; Duarte, Diogo

in Proceedings of the 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017) (2017)

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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 detailIntroduction to Detection of Non-Technical Losses using Data Analytics
Glauner, Patrick; Meira, Jorge Augusto; State, Radu; Mano, Rui

Scientific Conference (2017, September)

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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 detailDetecting and predicting outages in mobile networks with log data.
Gurbani, Vijay K.; Kushnir, Dan; Mendiratta, Veena B.; Phadke, Chitra; Falk, Eric; State, Radu

in IEEE International Conference on Communications, ICC 2017 (2017, May)

See detailReliable Machine Learning for Networking: Key Concerns and Approaches
Hammerschmidt, Christian; Garcia, Sebastian; Verwer, Sicco; State, Radu

Poster (2017, October)

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See detailHuman in the Loop: Interactive Passive Automata Learning via Evidence-Driven State-Merging Algorithms
Hammerschmidt, Christian; State, Radu; Verwer, Sicco

Poster (2017, August)

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See detailOptimising Packet Forwarding in Multi-Tenant Networks using Rule Compilation
Hommes, Stefan; Valtchev, Petko; Blaiech, Khalil; Hamadi, Salaheddine; Cherkaoui, Omar; State, Radu

in Optimising Packet Forwarding in Multi-Tenant Networks using Rule Compilation (2017, November)

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See detailBotGM: Unsupervised Graph Mining to Detect Botnets in Traffic Flows
Lagraa, Sofiane; François, Jérôme; Lahmadi, Abdelkader; Minier, Marine; Hammerschmidt, Christian; State, Radu

in CSNet 2017 Conference Proceedings (2017)

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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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See detailAutomated labeling of unknown contracts in Ethereum
Norvill, Robert; Fiz Pontiveros, Beltran; State, Radu; Awan, Irfan; Cullen, Andrea

in Computer Communication and Networks (ICCCN), 2017 26th International Conference on (2017)

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See detailAdvanced Interest Flooding Attacks in Named-Data Networking
Signorello, Salvatore; Marchal, Samuel; François, Jérôme; Festor, Olivier; State, Radu

Scientific Conference (2017, October 30)

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See detailChainGuard - A Firewall for Blockchain Applications using SDN with OpenFlow
Steichen, Mathis; Hommes, Stefan; State, Radu

in ChainGuard - A Firewall for Blockchain Applications using SDN with OpenFlow (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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