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Publications

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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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 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 detailRoboBus: A Diverse and Cross-Border Public Transport Dataset
Varisteas, Georgios; Frank, Raphaël; Robinet, François

in Proceedings of the 19th International Conference on Pervasive Computing and Communications (PerCom 2021) (2021, March 22)

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See detailHigh-Frequency Trading on Decentralized On-Chain Exchanges
Zhou, Liyi; Qin, Kaihua; Ferreira Torres, Christof; Le, Duc v; Gervais, Arthur

in IEEE Symposium on Security and Privacy, 23-27 May 2021 (2021)

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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)

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

Scientific Conference (2020, July 17)

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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 detailSparse Gaussian Process Based On Hat Basis Functions
Fang, W.; Li, H.; Huang, Hui; Dang, S.; Huang, Z.; Wang, Z.

in 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) (2020, August 28)

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See detailLearn to Make Decision with Small Data for Autonomous Driving : Deep Gaussian Process and Feedback Control
Fang, Wenqi; Zhang, Shitian; Huang, Hui; Dang, Shaobo; Huang, Zhejun; Li, Wenfei; Wang, Zheng; Sun, Tianfu; Li, Huiyun

in Journal of Advanced Transportation (2020), 2020

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See detailÆGIS: Shielding Vulnerable Smart Contracts Against Attacks
Ferreira Torres, Christof; Steichen, Mathis; Norvill, Robert; Fiz Pontiveros, Beltran; Jonker, Hugo; Mauw, Sjouke

in Proceedings of the 15th ACM Asia Conference on Computer and Communications Security (ASIA CCS ’20), October 5–9, 2020, Taipei, Taiwan (2020)

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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 detailData Redundancy Mitigation in V2X based Collective Perceptions
Huang, Hui; Li, Huiyun; Shao, Cuiping; Sun, Tianfu; Fang, Wenqi; Dang, Shaobo

in IEEE Access (2020), 8

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See detailA comprehensive study on software aging across android versions and vendors
Iannillo, Antonio Ken; Cotroneo, Domenico; Natella, Roberto; Pietrantuono, Roberto

in Empirical Software Engineering (2020)

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See detailThe Future Food Chain: Digitization as an Enabler of Society 5.0
Keogh, John G.; Dube, Laurette; Rejeb, Abderahman; Hand, Karen J.; Khan, Nida; Dean, Kevin

in Building the Future of Food Safety Technology, 1st Edition, Blockchain and Beyond (2020)

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See detailBlockchain and GS1 Standards in the Food Chain: A Review of the Possibilities and Challenges
Keogh, John G.; Rejeb, Abderahman; Khan, Nida; Dean, Kevin; Hand, Karen J.

in Building the Future of Food Safety Technology, 1st Edition, Blockchain and Beyond (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 detailA Look into Privacy-Preserving Blockchains
Khan, Nida; Nassar, Mohamed

in IEEE BCA @AICCSA 2019 - Workshop on Blockchain and it's Applications (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 detailA Security and Privacy Focused KYC Data Sharing Platform
Norvill, Robert; Cyril, Cassagnes; Wazen, Shbair; Jean, Hilger; Andrea, Cullen; Radu, State

in Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure (2020, October)

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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 detailLeveraging Privileged Information to Limit Distraction in End-to-End Lane Following
Robinet, François; Demeules, Antoine; Frank, Raphaël; Varisteas, Georgios; Hundt, Christian

in 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) (2020)

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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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See detailData Augmentation and Dense-LSTM for Human Activity Recognition using WiFi Signal
Zhang, Jin; Wu, Fuxiang Wu; Wei, Bo; Zhang, Qieshi; Huang, Hui; Shah, Syed W.; Cheng, Jun

in IEEE Internet of Things Journal (2020)

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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 detailAnalyzing the Context of Bug-Fixing Changes in the OpenStack Cloud Computing Platform
Cotroneo, Domenico; De Simone, Luigi; Iannillo, Antonio Ken; Natella, Roberto; Rosiello, Stefano; Bidokhti, Nematollah

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

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See detailHow Road and Mobile Networks Correlate: Estimating Urban Traffic Using Handovers
Derrmann, Thierry; Frank, Raphaël; Viti, Francesco; Engel, Thomas

in IEEE Transactions on Intelligent Transportation Systems (2019)

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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 detailCombining Deep Gaussian Process and Rule-Based Method for Decision-Making in Self-Driving Simulation with Small Data
Fang, W.; Li, H.; Dang, S.; Huang, Hui; Peng, L.; Hsu, L.; Wen, W.

in 2019 15th International Conference on Computational Intelligence and Security (CIS) (2019, March 05)

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See detailÆGIS: Smart Shielding of Smart Contracts
Ferreira Torres, Christof; Steichen, Mathis; Norvill, Robert; Jonker, Hugo

Poster (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 detailPerformance Modelling of V2V based Collective Perceptions in Connected and Autonomous Vehicles
Huang, Hui; Fang, Wenqi; Li, Huiyun

in 2019 IEEE 44th Conference on Local Computer Networks (LCN) (2019, October 14)

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See detailDependability Assessment of the Android OS Through Fault Injection
Iannillo, Antonio Ken; Cotroneo, Domenico; Natella, Roberto; Rosiello, Stefano

in IEEE Transaction on Reliability (2019)

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See detailEvolutionary Fuzzing of Android OS Vendor System Services
Iannillo, Antonio Ken; Natella, Roberto; Cotroneo, Domenico

in Empirical Software Engineering (2019)

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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 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 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 detailDatabase Processing-in-Memory: A Vision
Kepe, Tiago rodrigo; Almeida, Eduardo Cunha; Alves, Marcos A.Z.; Meira, Jorge Augusto

in Database Processing-in-Memory: A Vision (2019, August 03)

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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 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 detailFeasibility Analysis of Blockchain for Donation-based Crowdfunding of Ethical Projects
Khan, Nida; Ouaich, Rachid

in Springer Smart Technologies and Innovation for a Sustainable Future. Advances in Science, Technology & Innovation (IEREK Interdisciplinary Series for Sustainable Development). (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 detailUne nouvelle approche pour la détection d’anomalies dans les flux de graphes hétérogènes
Kiouche, Abd Errahmane; Amrouche, Karima; Seba, Hamida; Lagraa, Sofiane

in EGC (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 detailDeep mining port scans from darknet
Lagraa, Sofiane; Chen, Yutian; François, Jérôme

in International Journal of Network Management (2019)

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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 detailRegression-based prediction for task-based program performance
Oz, Isil; Bhatti, Muhammad Khurram; Popov, Konstantin; Brorsson, Mats Hakan

in Journal of Circuits, Systems and Computers (2019), 28(04), 1950060

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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
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 - 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 3
Trestioreanu, Lucian Andrei; Cassagnes, Cyril; State, Radu

Learning material (2019)

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See detailJUNIOR, A Research Platform for Connected and Automated Driving
Varisteas, Georgios; Frank, Raphaël

in Proceedings of 2019 IEEE Vehicular Networking Conference (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 detailGAN Applications with Discrete Data
Camino, Ramiro Daniel

Poster (2018, June 27)

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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 detailUsing mobile phone data for urban network state estimation
Derrmann, Thierry; Frank, Raphaël; Engel, Thomas; Viti, Francesco

Scientific Conference (2018, June)

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See detailAn Elastic Multi-Core Allocation Mechanism for Database Systems
Dominico, Simone; Almeida, Eduardo Cunha; Meira, Jorge Augusto; Alves, Marcos A. Z.

in International Conference on Data Engineering (ICDE) (2018)

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See detailInvestigating Fingerprinters and Fingerprinting-Alike Behaviour of Android Applications
Ferreira Torres, Christof; Jonker, Hugo

in 23rd European Symposium on Research in Computer Security, Barcelona, Spain, September 3-7, 2018 (2018)

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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 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 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 detailKünstliche Intelligenz - die nächste Revolution (The Artificial Intelligence Revolution)
Glauner, Patrick

in Plugmann, Philipp (Ed.) Innovationsumgebungen gestalten: Impulse für Start-ups und etablierte Unternehmen im globalen Wettbewerb (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 detailMachine Learning for Data-Driven Smart Grid Applications
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 detailNonlinear Model Predictive Control of an Oil Well with Echo State Networks
Jordanou, Jean Panaioti; Camponogara, Eduardo; Antonelo, Eric Aislan; S. de Aguiar, Marco Aurelio

in IFAC-PapersOnLine (2018), 51

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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 detailFAST: A MapReduce Consensus for High Performance Blockchains
Khan, Nida

in ACM BlockSys'18 Proceedings of the 1st Workshop on Blockchain-enabled Networked Sensor Systems (2018, November 04)

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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 detailRapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules
Neveu, Emilie; Popov, Petr; Hoffmann, Alexandre; Migliosi, Angelo; Besseron, Xavier; Danoy, Grégoire; Bouvry, Pascal; Grudinin, Sergei

in Bioinformatics (2018)

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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 detailMind Your Dependencies for Semantic Query Optimization
Pena, Eduardo H. M.; Falk, Eric; Meira, Jorge Augusto; Almeida, Eduardo Cunha

in Journal of Information and Data Management (2018)

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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 detailEcho State Networks for Data-driven Downhole Pressure Estimation in Gas-lift Oil Wells
Antonelo, Eric Aislan; Camponogara, Eduardo; Foss, Bjarne

in Neural Networks (2017), 85

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See detailReservoir Computing for Detection of Steady State in Performance Tests of Compressors
Antonelo, Eric Aislan; Flesch, Carlos; Filipe, Schmitz

in Neurocomputing (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)

See detailCharacterizing Driving Environments Through Bluetooth Discovery
Bronzi, Walter; Faye, Sébastien; Frank, Raphaël; Engel, Thomas

Scientific Conference (2017, October)

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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 detailSmartphone-based Adaptive Driving Maneuver Detection: A large-scale Evaluation Study
Castignani, German; Derrmann, Thierry; Frank, Raphaël; Engel, Thomas

in IEEE Transactions on Intelligent Transportation Systems (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 detailHow Mobile Phone Handovers reflect Urban Mobility: A Simulation Study
Derrmann, Thierry; Frank, Raphaël; Engel, Thomas; Viti, Francesco

in Proceedings of the 5th IEEE Conference on Models and Technologies for Intelligent Transportation Systems. (2017, June 26)

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See detailEstimating Urban Road Traffic States Using Mobile Network Signaling Data
Derrmann, Thierry; Frank, Raphaël; Viti, Francesco; Engel, Thomas

in Abstract book of the 20th International Conference on Intelligent Transportation Systems (2017, October)

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See detailA PetriNet Mechanism for OLAP in NUMA
Dominico, Simone; Almeida, Eduardo Cunha de; Meira, Jorge Augusto

Poster (2017, May 15)

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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 detailBig Data Architectures For Robust Systems
Falk, Eric

Doctoral thesis (2017)

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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 Advances in Computer Science and Ubiquitous Computing (2017)

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See detailA Simple and Correct Even-Odd Algorithm for the Point-in-Polygon Problem for Complex Polygons
Galetzka, Michael; Glauner, Patrick

in Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017), Volume 1: GRAPP (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 detailPandia: comprehensive contention-sensitive thread placement
Goodman, Daniel; Varisteas, Georgios; Harris, Tim

in Proceedings of the Twelfth European Conference on Computer Systems (2017)

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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 detailRecurrent Neural Network based control of an Oil Well
Jordanou, Jean Panaioti; Antonelo, Eric Aislan; Camponogara, Eduardo; S. de Aguiar, Marco Aurelio

in Brazilian Symposium on Intelligent Automation, Porto Alegre 1-4 October 2017 (2017, October)

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See detailBlockchain Technology - Arsenal for a Shariah-Compliant Financial Ecosystem
Lacasse, Richard-Marc; Lambert, Berthe; Khan, Nida

in Journal of Business and Economics (2017, December 05)

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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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See detailAdvanced Cooling Methods for High-Speed Electrical Machines
Tüysüz, Arda; Meyer, Francesca; Steichen, Mathis; Zwyssig, Christof; Kolar, Johann W.

in IEEE Transactions on Industry Applications (2017)

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See detailflexfringe: A Passive Automaton Learning Package
Verwer, Sicco E.; Hammerschmidt, Christian

in Software Maintenance and Evolution (ICSME), 2017 IEEE International Conference on (2017, September)

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2016

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See detailLuxembourg SUMO Traffic (LuST) Scenario: Traffic Demand Evaluation
Codeca, Lara; Frank, Raphaël; Faye, Sébastien; Engel, Thomas

in IEEE Intelligent Transportation Systems Magazine (2016)

See detailLuST-LTE: A Simulation Package for Pervasive Vehicular Connectivity
Derrmann, Thierry; Faye, Sébastien; Frank, Raphaël; Engel, Thomas

Presentation (2016, June 30)

See detailPoster: LuST-LTE: A Simulation Package for Pervasive Vehicular Connectivity
Derrmann, Thierry; Faye, Sébastien; Frank, Raphaël; Engel, Thomas

Poster (2016, December 08)

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See detailTowards Privacy-Neutral Travel Time Estimation from Mobile Phone Signalling Data
Derrmann, Thierry; Frank, Raphaël; Faye, Sébastien; Castignani, German; Engel, Thomas

in Proceedings of the 2016 IEEE International Smart Cities Conference (ISC2) (2016, September)

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See detailA Generic Framework to Support Application-Level Flow Management in Software-Defined Networks
Dolberg, Lautaro; François, Jérôme; Chowdhury, Shihabur Rahman; Ahmed, Reaz; Boutaba, Raouf; Engel, Thomas

in Conference on Network Softwarization (Netsoft) (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 detailPredicting Air Compressor Failures with Echo State Networks
Fan, Yuantao; Nowaczyk, S. Lawomir; Rögnvaldsson, Thorsteinn; Antonelo, Eric Aislan

in Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016 (2016)

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See detailThe Fréchet/Manhattan distance and the trajectory anonymisation problem
Ferreira Torres, Christof; Trujillo Rasua, Rolando

in Proceedings of Data and Applications Security and Privacy - 30th Annual IFIP WG 11.3 Conference (DBSec 2016) (2016)

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See detailDeep Learning For Smile Recognition
Glauner, Patrick

in Proceedings of the 12th International FLINS Conference (FLINS 2016) (2016)

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See detailDetecting Electricity Theft
Glauner, Patrick

Poster (2016)

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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 Concepts from Theory to Practice
Glauner, Patrick; State, Radu

Scientific Conference (2016, January 19)

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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 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 detailShort-term Time Series Forecasting with Regression Automata
Lin, Qin; Hammerschmidt, Christian; Pellegrino, Gaetano; Verwer, Sicco

Poster (2016)

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See detail“Overloaded!” — A Model-based Approach to Database Stress Testing
Meira, Jorge Augusto; Almeira, Eduardo Cunha de; Kim, Dongsun; Filho, Edson Ramiro Lucas; Le Traon, Yves

in International Conference on Database and Expert Systems Applications, Porto 5-8 September 2016 (2016)

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See detailTackling the IFP Problem with the Preference-Based Genetic Algorithm
Nielsen, Sune Steinbjorn; Ferreira Torres, Christof; Danoy, Grégoire; Bouvry, Pascal

in Proceedings of the Genetic and Evolutionary Computation Conference 2016 (2016)

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See detailLearning Deterministic Finite Automata from Infinite Alphabets
Pellegrino, Gaetano; Hammerschmidt, Christian; Lin, Qin; Verwer, Sicco

Scientific Conference (2016, October)

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See detailUnderstanding the Social impact of ICN: between myth and reality
Piro, Giuseppe; Signorello, Salvatore; Palattella, Maria Rita; Grieco, Luigi Alfredo; Boggia, Gennaro; Engel, Thomas

in Springer AI & Society: Journal of Knowledge, Culture and Communication (2016)

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See detailSecurity Challenges in future NDN-Enabled VANETs
Signorello, Salvatore; Palattella, Maria Rita; Grieco, Luigi Alfredo

in In the Proceedings of the 3rd International Workshop on the Emerging Future Internet and Network Security (EFINS 2016) - IEEE TrustCom-16 (2016, August)

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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 detailAn Echo State Network-based Soft Sensor of Downhole Pressure for a Gas-lift Oil Well
Antonelo, Eric Aislan; Camponogara, Eduardo

in Iliadis, Lazaros; Jayne, Chrisina (Eds.) Engineering Applications of Neural Networks (2015)

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See detailSystem Identification of a Vertical Riser Model with Echo State Networks
Antonelo, Eric Aislan; Camponogara, Eduardo; Plucenio, Agustinho

in IFAC-PapersOnLine (2015), 48(6), 304-310

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See detailOn Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures
Antonelo, Eric Aislan; Schrauwen, B.

in IEEE Transactions on Neural Networks and Learning Systems (2015), 26(4), 763-780

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See detailBluetooth Low Energy performance and robustness analysis for Inter-Vehicular Communications
Bronzi, Walter; Frank, Raphaël; Castignani, German; Engel, Thomas

in Elsevier - Ad Hoc Networks (2015)

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See detailDriver Behavior Profiling Using Smartphones: A Low-Cost Platform for Driver Monitoring
Castignani, German; Derrmann, Thierry; Frank, Raphaël; Engel, Thomas

in Intelligent Transportation Systems Magazine, IEEE (2015), 7(1), 91-102

See detailValidation study of risky event classification using driving pattern factors
Castignani, German; Derrmann, Thierry; Frank, Raphaël; Engel, Thomas

Scientific Conference (2015, November 24)

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See detailLuST: a 24-hour Scenario of Luxembourg City for SUMO Traffic simulations
Codeca, Lara; Frank, Raphaël; Engel, Thomas

Presentation (2015, May 07)

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See detailLuxembourg SUMO Traffic (LuST) Scenario: 24 Hours of Mobility for Vehicular Networking Research
Codeca, Lara; Frank, Raphaël; Engel, Thomas

in Proceedings of the 7th IEEE Vehicular Networking Conference (2015, December)

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See detailDependability evaluation and benchmarking of Network Function Virtualization Infrastructures
Cotroneo, D.; De Simone, Luigi; Iannillo, Antonio Ken; Lanzaro, A.; Natella, R.

in Proceedings of the 2015 1st IEEE Conference on Network Softwarization (NetSoft) (2015)

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See detailThe software aging and rejuvenation repository: Http://openscience.us/repo/software-aging/
Cotroneo, D.; Iannillo, Antonio Ken; Natella, R.; Pietrantuono, R.; Russo, S.

in 2015 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (2015)

See detailA Cell Dwell Time Model for Synthetic Population Generation from Call Detail Records
Derrmann, Thierry; Frank, Raphaël; Melakessou, Foued; Castignani, German; Engel, Thomas

Scientific Conference (2015, April 08)

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See detailNetwork Management with Data Analytics
Dolberg, Lautaro

Scientific Conference (2015, May 04)

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See detailDemo: Using Wearables to Learn from Human Dynamics
Faye, Sébastien; Frank, Raphaël

in Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '15) (2015, May)

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See detailAdaptive Activity and Context Recognition using Multimodal Sensors in Smart Devices
Faye, Sébastien; Frank, Raphaël; Engel, Thomas

in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Mobile Computing, Applications, and Services (2015, November)

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See detailSWIPE: Monitoring Human Dynamics using Smart Devices
Faye, Sébastien; Frank, Raphaël; Engel, Thomas

in Proceedings of the 7th International Conference on Mobile Computing, Applications and Services (MobiCASE '15) (2015, November)

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See detailFP-Block: Usable Web Privacy by Controlling Browser Fingerprinting
Ferreira Torres, Christof; Jonker, Hugo; Mauw, Sjouke

in Pernul, Günther; Y A Ryan, Peter; Weippl, Edgar (Eds.) Computer Security -- ESORICS 2015 (2015)

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See detailPreference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark
Ferreira Torres, Christof; Nielsen, Sune Steinbjorn; Danoy, Grégoire; Bouvry, Pascal

in 7th European Symposium on Computational Intelligence and Mathematics (ESCIM) (2015, October)

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See detailAn agent based data collection scheme for vehicular sensor networks
Huang, Hui; Libman, L.; Geers, G.

in 24th International Conference on Computer Communications and Networks, ICCCN 2015 (2015, October 05)

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See detailA Car Hacking Experiment: When Connectivity meets Vulnerability
Jafarnejad, Sasan; Codeca, Lara; Bronzi, Walter; Frank, Raphaël; Engel, Thomas

in Globecom Workshops (GC Wkshps), 2015 IEEE (2015, December)

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See detailOpportunity to Leverage Information-as-an-Asset in the IoT -- The road ahead
Kubler, Sylvain; Yoo, Min-Jung; Cassagnes, Cyril; Främling, Kary; Kiritsis, Dimitris; Skilton, Mark

in 3rd International Conference on Future Internet of Things and Cloud (2015, August 24)

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See detailDetection of Population Mobility Anomalies in Senegal from Base Station Profiles
Melakessou, Foued; Derrmann, Thierry; Frank, Raphaël; Castignani, German; Engel, Thomas

Scientific Conference (2015, April 08)

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See detailEnabling vehicular mobility in city-wide IEEE 802.11 networks through predictive handovers
Mouton, Maximilien; Castignani, German; Frank, Raphaël; Engel, Thomas

in Vehicular Communications (2015), 2(2), 59-69

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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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See detailAdvanced cooling concepts for ultra-high-speed machines
Tüysüz, Arda; Steichen, Mathis; Zwyssig, Christof; Kolar, Johann W.

in Advanced cooling concepts for ultra-high-speed machines (2015)

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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 detailBluetooth Low Energy for Inter-Vehicular Communications
Bronzi, Walter; Frank, Raphaël; Castignani, German; Engel, Thomas

in 2014 IEEE Vehicular Networking Conference (VNC) (2014, December)

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See detailImproving Traffic in Urban Environments
Codeca, Lara; Frank, Raphaël; Engel, Thomas

Report (2014)

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See detailTraffic Routing in Urban Environments: the Impact of Partial Information
Codeca, Lara; Frank, Raphaël; Engel, Thomas

in Proceedings of 17th Internatonal IEEE Conference on Intelligent Transportation Systems (2014, October)

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See detailNetwork Function Virtualization: Challenges and Directions for Reliability Assurance
Cotroneo, D.; Simone, L. De; Iannillo, Antonio Ken; Lanzaro, A.; Natella, R.; Fan, J.; Ping, W.

in 2014 IEEE International Symposium on Software Reliability Engineering Workshops (2014)

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See detailGeneric Cloud Platform Multi-objective Optimization Leveraging Models@run.time
El Kateb, Donia; Fouquet, François; Nain, Grégory; Meira, Jorge Augusto; Ackerman, Michel; Le Traon, Yves

Scientific Conference (2014, March)

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See detailAn Event-Driven Inter-Vehicle Communication Protocol to Attenuate Vehicular Shock Waves
Forster, Markus; Frank, Raphaël; Engel, Thomas

in International Conference on Connected Vehicles and Expo (2014, November)

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See detailA Cooperative Advanced Driver Assistance System to Mitigate Vehicular Traffic Shock Waves
Forster, Markus; Frank, Raphaël; Gerla, Mario; Engel, Thomas

in IEEE INFOCOM 2014 - IEEE Conference on Computer Communications (2014)

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See detailBluetooth Low Energy: An Alternative Technology for VANET Applications
Frank, Raphaël; Bronzi, Walter; Castignani, German; Engel, Thomas

in Proceedings of the 11th IEEE/IFIP Annual Conference on Wireless On-demand Network Systems and Services (2014, April)

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See detailDemo: A Recommendation Based Driver Assistance System to Mitigate Vehicular Traffic Shock Waves
Frank, Raphaël; Forster, Markus

in 2014 IEEE Vehicular Networking Conference (VNC) (2014, December)

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See detailProceedings of the 2nd GI/ITG KuVS Fachgespräch Inter-Vehicle Communication (FG-IVC 2014)
Frank, Raphaël; Forster, Markus; Sommer, Christoph; Kargl, Frank; Engel, Thomas

Report (2014)

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See detailCollaborative Traffic Sensing: A Case Study of a Mobile Phone Based Traffic Management System
Frank, Raphaël; Weitz, Hervé; Castignani, German; Engel, Thomas

in Proceedings of the 11th IEEE Consumer Communications and Networking Conference (CCNC'14) (2014, January 10)

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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 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 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 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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See detailMODEL-BASED STRESS TESTING FOR DATABASE SYSTEMS
Meira, Jorge Augusto

Doctoral thesis (2014)

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See detailA state machine for database non-functional testing
Meira, Jorge Augusto; Almeida, Eduardo; Le Traon, Yves

Poster (2014)

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2013

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See detailDriver Behavior Profiling using Smartphones
Castignani, German; Frank, Raphaël; Engel, Thomas

in Driver Behavior Profiling using Smartphones (2013, October)

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See detailAn Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones
Castignani, German; Frank, Raphaël; Engel, Thomas

in An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones (2013, October)

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See detailA Study of Urban IEEE 802.11 Hotspot Networks: Towards a Community Access Network
Castignani, German; Monetti, Juan; Montavont, Nicolas; Arcia-Moret, Andrés; Frank, Raphaël; Engel, Thomas

in A Study of Urban IEEE 802.11 Hotspot Networks: Towards a Community Access Network (2013, November 13)

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See detailImproving Traffic in Urban Environments applying the Wardrop Equilibrium
Codeca, Lara; Frank, Raphaël; Engel, Thomas

in Improving Traffic in Urban Environments applying the Wardrop Equilibrium (2013, October 07)

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See detailMulti-dimensional Aggregation for DNS Monitoring'
Dolberg, Lautaro; François, Jérôme; Engel, Thomas

in Presented as part of the 26th Large Installation System Administration Conference (LISA 12) (2013)

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See detailUnder Pressure Benchmark for DDBMS Availability
Fior, Alessandro Gustavo; Meira, Jorge Augusto; Almeida, Eduardo Cunha de; Coelho, Ricardo Gonçalves; Del Fabro, Marcos Didonet; Le Traon, Yves

in Journal of Information and Data Management (2013)

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See detailA Study on Highway Traffic Flow Optimization using Partial Velocity Synchronization
Forster, Markus; Frank, Raphaël; Engel, Thomas

in Proceedings of the 1st GI/ITG KuVS Fachgespräch Inter-Vehicle Communication (FG-IVC 2013) Technical Report CCS-2013-01 (2013)

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See detailA novel Eco-Driving Application to Reduce Energy Consumption of Electric Vehicles
Frank, Raphaël; Castignani, German; Schmitz, Raoul; Thomas, Engel

in Proceedings of the 2nd International Conference on Connected Vehicles & Expo (ICCVE 2013) (2013, December)

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See detailEnergy-Efficient Rate-Adaptive Passive Traffic Sensing using Smartphones
Frank, Raphaël; Melakessou, Foued; Castignani, German

in Proceedings of the 12th Annual Mediterranean Ad Hoc Networking Workshop (MedHocNet 2013) (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 detailLuxTraffic: A Collaborative Traffic Sensing System
Kovacheva, Aleksandrina; Frank, Raphaël; Engel, Thomas

in Proceedings of the 19th IEEE Workshop on Local & Metropolitan Area Networks (LANMAN'13) (2013)

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See detailStress Testing of Transactional Database Systems
Meira, Jorge Augusto; Almeida, Eduardo Cunha de; Sunyé, Gerson; Le Traon, Yves; Valduriez, Patrick

in Journal of Information and Data Management (2013)

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See detailOn the Evaluation of Make-Before-Break Handovers in Urban WiFi Networks for Moving Vehicles
Mouton, Maximilien; Castignani, German; Frank, Raphaël; Codeca, Lara; Engel, Thomas

Scientific Conference (2013, February)

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See detailMROAD: Scanning-free Model-Based Roaming for 802.11 Networks Under Vehicular Mobility
Mouton, Maximilien; Castignani, German; Frank, Raphaël; Engel, Thomas

Scientific Conference (2013, November)

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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 detailLearning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization
Antonelo, Eric Aislan; Schrauwen, Benjamin

in Neural Networks (2012), 25(1), 178-190

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See detailEvaluation of Sensors in Modern Smartphones for Vehicular Traffic Monitoring
Forster, Markus; Frank, Raphaël; Engel, Thomas

Report (2012)

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See detailImproving Highway Traffic through Partial Velocity Synchronization
Forster, Markus; Frank, Raphaël; Gerla, Mario; Engel, Thomas

in Proceedings of the IEEE Global Communications Conference 2012 (2012)

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See detailA Survey on the Performance of Commercial Mobile Access Networks
Frank, Raphaël; Forster, Markus; Mario, Gerla; Engel, Thomas

Report (2012)

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See detailTowards Collaborative Traffic Sensing using Mobile Phones
Frank, Raphaël; Mouton, Maximilien; Engel, Thomas

in Proceedings of the IEEE Vehicular Networking Conference 2012 (2012)

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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 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 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 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 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 detailPeer-to-Peer Load Testing
Meira, Jorge Augusto; Almeida, Eduardo Cunha; Le Traon, Yves; Sunye, Gerson

in Software Testing, Verification and Validation (ICST), 2012 IEEE Fifth International Conference on (2012)

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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 detailLearning navigation attractors for mobile robots with reinforcement learning and reservoir computing
Antonelo, Eric Aislan; Depeweg, Stefan; Schrauwen, Benjamin

in Proceedings of the X Brazilian Congress on Computational Intelligence (CBIC) (2011)

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See detailPerformance Bound for Routing in Urban Scenarios
Frank, Raphaël; Giordano, Eugenio; Gerla, Mario; Engel, Thomas

in Proceedings of the 7th Asian Internet Engineering Conference (AINTEC 2011) (2011)

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See detailCORNER: A Radio Propagation Model for VANETs in Urban Scenarios
Giordano, Eugenio; Frank, Raphaël; Pau, Giovanni; Gerla, Mario

in Proceedings of the IEEE (2011), 99(7), 1280-1294

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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 detailSupervised Learning of Internal Models for Autonomous Goal-oriented Robot Navigation using Reservoir Computing
Antonelo, Eric Aislan; Schrauwen, Benjamin

in 2010 IEEE International Conference on Robotics and Automation (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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See detailTrafRoute: A Different Approach to Routing in Vehicular Networks
Frank, Raphaël; Giordano, Eugenio; Cataldi, Pasquale; Gerla, Mario

in Proceedings of the IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (2010)

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See detailEDFS A Novel Flooding Protocol for Multi-Hop Wireless Networks
Frank, Raphaël; Scherer, Thomas; Gerla, Mario

in Proceedings of the Seventh International Conference on Wireless On-demand Network Systems and Services (WONS'10) (2010)

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See detailCORNER: a Realistic Urban Propagation Model for VANET.
Giordano, Eugenio; Frank, Raphaël; Pau, Giovanni; Gerla, Mario

in Proceedings of the Seventh International Conference on Wireless On-demand Network Systems and Services (WONS'10) (2010)

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See detailCORNER: A Step Towards Realistic Simulations for VANET
Giordano, Eugenio; Frank, Raphaël; Pau, Giovanni; Gerla, Mario

in Proceedings of the seventh ACM international workshop on VehiculAr InterNETworking (2010)

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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 detailOn Different Learning Approaches with Echo State Networks for Localization of Small Mobile Robots
Antonelo, Eric Aislan; Schrauwen, Benjamin

in Proceedings of the IX Brazilian Conference on Neural Networks (2009)

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See detailTowards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis
Antonelo, Eric Aislan; Schrauwen, Benjamin

in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC) (2009)

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See detailUnsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots
Antonelo, Eric Aislan; Schrauwen, Benjamin; Stroobandt, Dirk

in Alippi, Cesare; Polycarpou, Marios; Panayiotou, Christos; Ellinas, Georgios (Eds.) Artificial Neural Networks -- ICANN 2009 (2009)

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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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See detailInteroperable Networking Applications for Emergency Services
Frank, Raphaël; Hourte, Benjamin; Jungels, Dan; Engel, Thomas

in International Journal of Multimedia and Ubiquitous Engineering (2009), 4(1), 1122

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See detailTwo Ray or not Two Ray this is the price to pay
Giordano, Eugenio; Frank, Raphaël; Ghosh, Abhishek; Pau, Giovanni; Gerla, Mario

in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS '09) (2009)

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See detailModular reservoir computing networks for imitation learning of multiple robot behaviors
Waegeman, Tim; Antonelo, Eric Aislan; wyffels, Francis; Schrauwen, Benjamin

in Proc. of the 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation - (CIRA) (2009)

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