Publications
Sous presse
Blockchain Governance: An Overview and Prediction of Optimal Strategies Using Nash Equilibrium; ; ;
in 3rd AUE International Research Conference (in press)
2022
Refining Weakly-Supervised Free Space Estimation Through Data Augmentation and Recursive Training;
in Artificial Intelligence and Machine Learning (2022)
Weakly-Supervised Free Space Estimation through Stochastic Co-Teaching; ; ;
in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022 (2022, January 04)
2021
Frontrunner Jones and the Raiders of the Dark Forest: An Empirical Study of Frontrunning on the Ethereum Blockchain; ;
in USENIX Security Symposium, Virtual 11-13 August 2021 (2021)
ConFuzzius: A Data Dependency-Aware Hybrid Fuzzer for Smart Contracts; ; ;
in European Symposium on Security and Privacy, Vienna 7-11 September 2021 (2021, September)
The Eye of Horus: Spotting and Analyzing Attacks on Ethereum Smart Contracts; ; ;
in International Conference on Financial Cryptography and Data Security, Grenada 1-5 March 2021 (2021)
Poster: Commercial 5G Performance: A V2X Experiment;
in Proceedings of the 13th Vehicular Networking Conference 2021 (2021)
Towards a Framework to Evaluate Cooperative Perception for Connected Vehicles;
in Proceedings of the 13th IEEE Vehicular Networking Conference 2021 (2021)
Refining Weakly-Supervised Free Space Estimation through Data Augmentation and Recursive Training;
in Proceedings of BNAIC/BeneLearn 2021 (2021, November 12)
Self-Sovereign Identity for the Financial Sector: A Case Study of PayString Service; ; ; ;
Scientific Conference (2021, December 06)
HSM-based Key Management Solution for Ethereum Blockchain; ;
in IEEE International Conference on Blockchain and Cryptocurrency, 3-6 May 2021 (2021, May 03)
SPON: Enabling Resilient Inter-Ledgers Payments with an Intrusion-Tolerant Overlay; ; ;
Scientific Conference (2021, October 04)
RoboBus: A Diverse and Cross-Border Public Transport Dataset; ;
in Proceedings of the 19th International Conference on Pervasive Computing and Communications (PerCom 2021) (2021, March 22)
High-Frequency Trading on Decentralized On-Chain Exchanges; ; ; ;
in IEEE Symposium on Security and Privacy, 23-27 May 2021 (2021)
2020
Intrusion detection on robot cameras using spatio-temporal autoencoders: A self-driving car application; ; ;
in 91st IEEE Vehicular Technology Conference, VTC Spring 2020, Antwerp, Belgium, May 25-28, 2020 (2020)
A Data Science Approach for Honeypot Detection in Ethereum; ; ;
in 2020 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (2020, August 17)
Minority Class Oversampling for Tabular Data with Deep Generative Models; ;
E-print/Working paper (2020)
Working with Deep Generative Models and Tabular Data Imputation; ;
Scientific Conference (2020, July 17)
Mobile App to SGX Enclave Secure Channel; ; ;
in 2019 IEEE International Symposium on Software Reliability Engineering Workshops (2020, February 13)
Towards Privacy Preserving Data Centric Super App; ; ;
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)
Sparse Gaussian Process Based On Hat Basis Functions; ; ; ; ;
in 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) (2020, August 28)
Learn to Make Decision with Small Data for Autonomous Driving : Deep Gaussian Process and Feedback Control; ; ; ; ; ; ; ;
in Journal of Advanced Transportation (2020), 2020
ÆGIS: Shielding Vulnerable Smart Contracts Against Attacks; ; ; ; ;
in Proceedings of the 15th ACM Asia Conference on Computer and Communications Security (ASIA CCS ’20), October 5–9, 2020, Taipei, Taiwan (2020)
Towards Usable Protection Against Honeypots; ;
in IEEE International Conference on Blockchain and Cryptocurrency, Toronto, Canada 3-6 May 2020 (2020)
A comprehensive study on software aging across android versions and vendors; ; ;
in Empirical Software Engineering (2020)
The Future Food Chain: Digitization as an Enabler of Society 5.0; ; ; ; ;
in Building the Future of Food Safety Technology, 1st Edition, Blockchain and Beyond (2020)
Blockchain and GS1 Standards in the Food Chain: A Review of the Possibilities and Challenges; ; ; ;
in Building the Future of Food Safety Technology, 1st Edition, Blockchain and Beyond (2020)
A Look into Privacy-Preserving Blockchains;
in IEEE BCA @AICCSA 2019 - Workshop on Blockchain and it's Applications (2020)
Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection; ; ;
in IEEE International Conference on Distributed Computing Systems (ICDCS) (2020)
Process mining-based approach for investigating malicious login events;
in IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, April 20-24, 2020 (2020)
A Security and Privacy Focused KYC Data Sharing Platform; ; ; ; ;
in Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure (2020, October)
Leveraging eBPF to preserve user privacy for DNS, DoT, and DoH queries; ; ; ;
in Proceedings of the 15th International Conference on Availability, Reliability and Security (2020, August)
Leveraging Privileged Information to Limit Distraction in End-to-End Lane Following; ; ; ;
in 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) (2020)
Deep dive into Interledger: Understanding the Interledger ecosystem - Part 4; ;
Learning material (2020)
BlockPGP: A Blockchain-based Framework for PGP Key Servers; ; ; ; ;
in International Journal of Networking and Computing (2020), 10(1), 1-24
Data Augmentation and Dense-LSTM for Human Activity Recognition using WiFi Signal; ; ; ; ; ;
in IEEE Internet of Things Journal (2020)
2019
Graph-based malicious login events investigation; ; ;
in Amrouche, Faouzi; Lagraa, Sofiane; Kaiafas, Georgios; State, Radu (Eds.) 16th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2019) (2019)
From Persistent Homology to Reinforcement Learning with Applications for Retail BankingDoctoral thesis (2019)
MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning; ; ;
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)
Visualization of AE's Training on Credit Card Transactions with Persistent Homology; ; ; ;
in Proceedings of the International Workshop on Applications of Topological Data Analysis In conjunction with ECML PKDD 2019 (2019, September)
PHom-GeM: Persistent Homology for Generative Models; ;
in The 6th Swiss Conference on Data Science (2019)
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment; ;
in 32nd Canadian Conference on Artificial Intelligence Proceedings (2019, May)
Analyzing the Context of Bug-Fixing Changes in the OpenStack Cloud Computing Platform; ; ; ; ;
in 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE) (2019)
How Road and Mobile Networks Correlate: Estimating Urban Traffic Using Handovers; ; ;
in IEEE Transactions on Intelligent Transportation Systems (2019)
Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation; ; ; ; ; ;
in Proceedings of the 19th IEEE International Conference on Data Mining Workshops (ICDMW 2019) (2019)
Time Series Modeling of Market Price in Real-Time Bidding; ; ; ; ;
in 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (2019, April)
A Tale of Location-Based User Authentication; ; ;
in IEEE BigComp2019 - The 6th IEEE International Conference on Big Data and Smart Computing (2019)
Combining Deep Gaussian Process and Rule-Based Method for Decision-Making in Self-Driving Simulation with Small Data; ; ; ; ; ;
in 2019 15th International Conference on Computational Intelligence and Security (CIS) (2019, March 05)
The Art of The Scam: Demystifying Honeypots in Ethereum Smart Contracts; ;
in USENIX Security Symposium, Santa Clara, 14-16 August 2019 (2019)
Performance Modelling of V2V based Collective Perceptions in Connected and Autonomous Vehicles; ;
in 2019 IEEE 44th Conference on Local Computer Networks (LCN) (2019, October 14)
Dependability Assessment of the Android OS Through Fault Injection; ; ;
in IEEE Transaction on Reliability (2019)
Evolutionary Fuzzing of Android OS Vendor System Services; ;
in Empirical Software Engineering (2019)
A Proposal for Security Assessment of Trustzone-M based Software;
in 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE) (2019)
Auto Semi-supervised Outlier Detection for Malicious Authentication Events; ; ;
in ECML PKDD 2019 Workshops (2019)
An Experimental Analysis of Fraud Detection Methods in Enterprise Telecommunication Data using Unsupervised Outlier Ensembles; ; ;
in Kaiafas, Georgios; Hammerschmidt, Christian; State, Radu (Eds.) 16th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2019) (2019)
Database Processing-in-Memory: A Vision; ; ;
in Database Processing-in-Memory: A Vision (2019, August 03)
Blockchain-based Micropayment Systems: Economic Impact; ;
in ACM IDEAS '19 Proceedings of the 23rd International Database Engineering & Applications Symposium (2019)
Feasibility of Stellar as a Blockchain-based Micropayment System; ;
in Springer SmartBlock 2019 - 2nd International Conference on Smart Blockchain (2019, November)
Feasibility Analysis of Blockchain for Donation-based Crowdfunding of Ethical Projects;
in Springer Smart Technologies and Innovation for a Sustainable Future. Advances in Science, Technology & Innovation (IEREK Interdisciplinary Series for Sustainable Development). (2019)
Lightning Network: A Comparative Review of Transaction Fees and Data Analysis;
in Springer Blockchain and Applications (2019)
Real-time attack detection on robot cameras: A self-driving car application; ; ; ;
in International Conference on Robotic Computing (2019, February)
Standardising smart contracts: Automatically inferring ERC standards; ; ;
in Proceedings of 2019 IEEE International Conference on Blockchain and Cryptocurrency (2019)
Demo: Blockchain for the Simplification and Automation of KYC Result Sharing; ; ;
in IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2019) (2019, May 14)
Regression-based prediction for task-based program performance; ; ;
in Journal of Circuits, Systems and Computers (2019), 28(04), 1950060
Auto-encoding Robot State against Sensor Spoofing Attacks; ; ;
in International Symposium on Software Reliability Engineering (2019, October)
ROSploit: Cybersecurity tool for ROS; ;
in International Conference on Robotic Computing (2019, February)
ROS-Defender: SDN-based Security Policy Enforcement for Robotic Applications; ; ; ;
in IEEE Workshop on the Internet of Safe Things, Co-located with IEEE Security and Privacy 2019 (2019, May)
BlockZoom: Large-Scale Blockchain Testbed; ; ;
in IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2019) (2019, May 14)
Whispering Botnet Command and Control Instructions; ; ;
in 2nd Crypto Valley Conference on Blockchain Technology, Zug 24-26 June 2019 (2019, June 25)
Deep dive into Interledger: Understanding the Interledger ecosystem - Part 1; ;
Learning material (2019)
Deep dive into Interledger: Understanding the Interledger ecosystem - Part 2; ;
Learning material (2019)
Deep dive into Interledger: Understanding the Interledger ecosystem - Part 3; ;
Learning material (2019)
JUNIOR, A Research Platform for Connected and Automated Driving;
in Proceedings of 2019 IEEE Vehicular Networking Conference (2019)
Evaluation of End-To-End Learning for Autonomous Driving: The Good, the Bad and the Ugly; ; ; ;
in 2nd International Conference on Intelligent Autonomous Systems, Singapore, Feb. 28 to Mar. 2, 2019 (2019, March 01)
2018
Generating Multi-Categorical Samples with Generative Adversarial Networks; ;
Scientific Conference (2018, July)
User-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition; ; ;
in Proceedings of 2018 IEEE International Conference on Data Mining Workshops (ICDMW) (2018)
Non-Negative Paratuck2 Tensor Decomposition Combined to LSTM Network for Smart Contracts Profiling;
in International Journal of Computer & Software Engineering (2018), 3(1),
Non-Negative Paratuck2 Tensor Decomposition Combined to LSTM Network For Smart Contracts Profiling; ;
in Charlier, Jeremy; State, Radu; Hilger, Jean (Eds.) 2018 IEEE International Conference on Big Data and Smart Computing Proceedings (2018, January)
An Elastic Multi-Core Allocation Mechanism for Database Systems; ; ;
in International Conference on Data Engineering (ICDE) (2018)
Investigating Fingerprinters and Fingerprinting-Alike Behaviour of Android Applications;
in 23rd European Symposium on Research in Computer Security, Barcelona, Spain, September 3-7, 2018 (2018)
Osiris: Hunting for Integer Bugs in Ethereum Smart Contracts; ;
in 34th Annual Computer Security Applications Conference (ACSAC ’18), San Juan, Puerto Rico, USA, December 3-7, 2018 (2018, December)
Monitoring the transaction selection policy of Bitcoin mining pools; ;
in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018)
Recycling Smart Contracts: Compression of the Ethereum Blockchain.; ;
in Proceedings of 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS) 2018 (2018, February)
Künstliche Intelligenz - die nächste Revolution (The Artificial Intelligence Revolution)in Plugmann, Philipp (Ed.) Innovationsumgebungen gestalten: Impulse für Start-ups und etablierte Unternehmen im globalen Wettbewerb (2018)
On the Reduction of Biases in Big Data Sets for the Detection of Irregular Power Usage; ; ;
in Proceedings 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS 2018) (2018)
Impact of Biases in Big Data; ;
in Proceedings of the 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018) (2018)
Nonlinear Model Predictive Control of an Oil Well with Echo State Networks; ; ;
in IFAC-PapersOnLine (2018), 51
Detecting Malicious Authentication Events Trustfully; ; ;
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)
FAST: A MapReduce Consensus for High Performance Blockchainsin ACM BlockSys'18 Proceedings of the 1st Workshop on Blockchain-enabled Networked Sensor Systems (2018, November 04)
Towards a Management Plane for Smart Contracts: Ethereum Case Study; ; ;
in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018)
Knowledge Discovery Approach from Blockchain, Crypto-currencies, and Financial Stock Exchanges; ;
Poster (2018, August 20)
Visualizing the Learning Progress of Self-Driving Cars; ; ;
in 21st International Conference on Intelligent Transportation Systems (2018, November 02)
RapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules; ; ; ; ; ; ;
in Bioinformatics (2018)
Visual emulation for Ethereum's virtual machine; ; ;
in NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium (2018, July 09)
Mind Your Dependencies for Semantic Query Optimization; ; ;
in Journal of Information and Data Management (2018)
Blockchain Orchestration and Experimentation Framework: A Case Study of KYC; ; ;
in The First IEEE/IFIP International Workshop on Managing and Managed by Blockchain (Man2Block) colocated with IEEE/IFIP NOMS 2018 (2018)
Blockchain-Based, Decentralized Access Control for IPFS; ; ; ;
in The 2018 IEEE International Conference on Blockchain (Blockchain-2018) (2018, July 30)
Distributed C++-Python embedding for fast predictions and fast prototyping; ;
in Proceedings of the Second Workshop on Distributed Infrastructures for Deep Learning (2018)
BlockPGP: A Blockchain-based Framework for PGP Key Servers; ;
in The Sixth International Symposium on Computing and Networking (2018, November 28)
A Blockchain-Based PKI Management Framework; ; ; ;
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)
2017
Echo State Networks for Data-driven Downhole Pressure Estimation in Gas-lift Oil Wells; ;
in Neural Networks (2017), 85
Reservoir Computing for Detection of Steady State in Performance Tests of Compressors; ;
in Neurocomputing (2017)
Recurrent Dynamical Projection for Time series-based Fraud detection;
in ICANN 2017, Part II, LNCS 10614 (2017)
Rule Compilation in Multi-Tenant Networks; ; ; ; ;
in Rule Compilation in Multi-Tenant Networks (2017, May 18)
Characterizing Driving Environments Through Bluetooth Discovery; ; ;
Scientific Conference (2017, October)
Finding Suspicious Activities in Financial Transactions and Distributed Ledgers; ; ;
in Proceedings of the 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017) (2017)
Smartphone-based Adaptive Driving Maneuver Detection: A large-scale Evaluation Study; ; ;
in IEEE Transactions on Intelligent Transportation Systems (2017)
Profiling Smart Contracts Interactions Tensor Decomposition and Graph Mining.; ; ;
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)
Modeling Smart Contracts Activities: A Tensor based Approach; ;
in Charlier, Jeremy; State, Radu; Hilger, Jean (Eds.) Proceedings of 2017 Future Technologies Conference (FTC), 29-30 November 2017, Vancouver, Canada (2017, November)
How Mobile Phone Handovers reflect Urban Mobility: A Simulation Study; ; ;
in Proceedings of the 5th IEEE Conference on Models and Technologies for Intelligent Transportation Systems. (2017, June 26)
Estimating Urban Road Traffic States Using Mobile Network Signaling Data; ; ;
in Abstract book of the 20th International Conference on Intelligent Transportation Systems (2017, October)
Improving Real-Time Bidding Using a Constrained Markov Decision Process; ; ; ; ;
in Proceedings of the 13th International Conference on Advanced Data Mining and Applications (2017, November)
On non-parametric models for detecting outages in the mobile network; ; ;
in Integrated Network and Service Management 2017 (2017, May)
Your Moves, Your Device: Establishing Behavior Profiles Using Tensors; ;
in Advanced Data Mining and Applications - 13th International Conference, ADMA 2017 (2017, November)
Query-able Kafka: An agile data analytics pipeline for mobile wireless networks; ;
in Proceedings of the 43rd International Conference on Very Large Data Bases 2017 (2017, August), 10
Confirmation Delay Prediction of Transactions in the Bitcoin Network; ;
in Lecture Notes in Electrical Engineering (2017)
A Simple and Correct Even-Odd Algorithm for the Point-in-Polygon Problem for Complex Polygons;
in Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017), Volume 1: GRAPP (2017)
Identifying Irregular Power Usage by Turning Predictions into Holographic Spatial Visualizations; ; ; ; ; ;
in Proceedings of the 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017) (2017)
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study; ; ; ; ; ; ;
in Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017) (2017)
Introduction to Detection of Non-Technical Losses using Data Analytics; ; ;
Scientific Conference (2017, September)
The Challenge of Non-Technical Loss Detection using Artificial Intelligence: A Survey; ; ; ;
in International Journal of Computational Intelligence Systems (2017), 10(1), 760-775
Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses?; ; ; ; ;
in Proceedings of the 19th International Conference on Intelligent System Applications to Power Systems (ISAP 2017) (2017, September)
Pandia: comprehensive contention-sensitive thread placement; ;
in Proceedings of the Twelfth European Conference on Computer Systems (2017)
Detecting and predicting outages in mobile networks with log data.; ; ; ; ;
in IEEE International Conference on Communications, ICC 2017 (2017, May)
Learning Finite Automata via Flexible State-Merging and Applications in NetworkingDoctoral thesis (2017)
Optimising Packet Forwarding in Multi-Tenant Networks using Rule Compilation; ; ; ; ;
in Optimising Packet Forwarding in Multi-Tenant Networks using Rule Compilation (2017, November)
Recurrent Neural Network based control of an Oil Well; ; ;
in Brazilian Symposium on Intelligent Automation, Porto Alegre 1-4 October 2017 (2017, October)
Blockchain Technology - Arsenal for a Shariah-Compliant Financial Ecosystem; ;
in Journal of Business and Economics (2017, December 05)
BotGM: Unsupervised Graph Mining to Detect Botnets in Traffic Flows; ; ; ; ;
in CSNet 2017 Conference Proceedings (2017)
Distilling Provider-Independent Data for General Detection of Non-Technical Losses; ; ; ; ; ;
in Power and Energy Conference, Illinois 23-24 February 2017 (2017)
Automated labeling of unknown contracts in Ethereum; ; ; ;
in Computer Communication and Networks (ICCCN), 2017 26th International Conference on (2017)
Advanced Interest Flooding Attacks in Named-Data Networking; ; ; ;
Scientific Conference (2017, October 30)
ChainGuard - A Firewall for Blockchain Applications using SDN with OpenFlow; ;
in ChainGuard - A Firewall for Blockchain Applications using SDN with OpenFlow (2017)
Advanced Cooling Methods for High-Speed Electrical Machines; ; ; ;
in IEEE Transactions on Industry Applications (2017)
flexfringe: A Passive Automaton Learning Package;
in Software Maintenance and Evolution (ICSME), 2017 IEEE International Conference on (2017, September)
2016
Luxembourg SUMO Traffic (LuST) Scenario: Traffic Demand Evaluation; ; ;
in IEEE Intelligent Transportation Systems Magazine (2016)
LuST-LTE: A Simulation Package for Pervasive Vehicular Connectivity; ; ;
Presentation (2016, June 30)
Poster: LuST-LTE: A Simulation Package for Pervasive Vehicular Connectivity; ; ;
Poster (2016, December 08)
Towards Privacy-Neutral Travel Time Estimation from Mobile Phone Signalling Data; ; ; ;
in Proceedings of the 2016 IEEE International Smart Cities Conference (ISC2) (2016, September)
A Generic Framework to Support Application-Level Flow Management in Software-Defined Networks; ; ; ; ;
in Conference on Network Softwarization (Netsoft) (2016)
Behavior Profiling for Mobile Advertising; ; ;
in Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (2016, December)
Predicting Air Compressor Failures with Echo State Networks; ; ;
in Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016 (2016)
The Fréchet/Manhattan distance and the trajectory anonymisation problem;
in Proceedings of Data and Applications Security and Privacy - 30th Annual IFIP WG 11.3 Conference (DBSec 2016) (2016)
Deep Learning For Smile Recognitionin Proceedings of the 12th International FLINS Conference (FLINS 2016) (2016)
Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets; ; ; ; ; ;
in Proceedings of the Seventh IEEE Conference on Innovative Smart Grid Technologies (ISGT 2016) (2016)
Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets; ; ; ; ; ;
in Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing Applications and Technologies (BDCAT 2016) (2016)
Deep Learning on Big Data Sets in the Cloud with Apache Spark and Google TensorFlow;
Scientific Conference (2016, December 09)
Compiling packet forwarding rules for switch pipelined architecture; ; ; ;
in IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications (2016, July 26)
Interpreting Finite Automata for Sequential Data; ; ;
in Interpretable Machine Learning for Complex Systems: NIPS 2016 workshop proceedings (2016)
“Overloaded!” — A Model-based Approach to Database Stress Testing; ; ; ;
in International Conference on Database and Expert Systems Applications, Porto 5-8 September 2016 (2016)
Tackling the IFP Problem with the Preference-Based Genetic Algorithm; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference 2016 (2016)
Learning Deterministic Finite Automata from Infinite Alphabets; ; ;
Scientific Conference (2016, October)
Understanding the Social impact of ICN: between myth and reality; ; ; ; ;
in Springer AI & Society: Journal of Knowledge, Culture and Communication (2016)
Security Challenges in future NDN-Enabled VANETs; ;
in In the Proceedings of the 3rd International Workshop on the Emerging Future Internet and Network Security (EFINS 2016) - IEEE TrustCom-16 (2016, August)
NDN.p4: Programming Information-Centric data-planes; ; ;
in Proceedings of the IEEE International Workshop on Open-Source Software Networking at NetSoft2016 (2016)
2015
An Echo State Network-based Soft Sensor of Downhole Pressure for a Gas-lift Oil Well;
in Iliadis, Lazaros; Jayne, Chrisina (Eds.) Engineering Applications of Neural Networks (2015)
System Identification of a Vertical Riser Model with Echo State Networks; ;
in IFAC-PapersOnLine (2015), 48(6), 304-310
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures;
in IEEE Transactions on Neural Networks and Learning Systems (2015), 26(4), 763-780
Bluetooth Low Energy performance and robustness analysis for Inter-Vehicular Communications; ; ;
in Ad Hoc Networks (2015)
Driver Behavior Profiling Using Smartphones: A Low-Cost Platform for Driver Monitoring; ; ;
in IEEE Intelligent Transportation Systems Magazine (2015), 7(1), 91-102
Validation study of risky event classification using driving pattern factors; ; ;
Scientific Conference (2015, November 24)
LuST: a 24-hour Scenario of Luxembourg City for SUMO Traffic simulations; ;
Presentation (2015, May 07)
Luxembourg SUMO Traffic (LuST) Scenario: 24 Hours of Mobility for Vehicular Networking Research; ;
in Proceedings of the 7th IEEE Vehicular Networking Conference (2015, December)
Dependability evaluation and benchmarking of Network Function Virtualization Infrastructures; ; ; ;
in Proceedings of the 2015 1st IEEE Conference on Network Softwarization (NetSoft) (2015)
The software aging and rejuvenation repository: Http://openscience.us/repo/software-aging/; ; ; ;
in 2015 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (2015)
A Cell Dwell Time Model for Synthetic Population Generation from Call Detail Records; ; ; ;
Scientific Conference (2015, April 08)
Demo: Using Wearables to Learn from Human Dynamics;
in Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '15) (2015, May)
Adaptive Activity and Context Recognition using Multimodal Sensors in Smart Devices; ;
in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Mobile Computing, Applications, and Services (2015, November)
SWIPE: Monitoring Human Dynamics using Smart Devices; ;
in Proceedings of the 7th International Conference on Mobile Computing, Applications and Services (MobiCASE '15) (2015, November)
FP-Block: Usable Web Privacy by Controlling Browser Fingerprinting; ;
in Pernul, Günther; Y A Ryan, Peter; Weippl, Edgar (Eds.) Computer Security -- ESORICS 2015 (2015)
Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark; ; ;
in 7th European Symposium on Computational Intelligence and Mathematics (ESCIM) (2015, October)
An agent based data collection scheme for vehicular sensor networks; ;
in 24th International Conference on Computer Communications and Networks, ICCCN 2015 (2015, October 05)
A Car Hacking Experiment: When Connectivity meets Vulnerability; ; ; ;
in Globecom Workshops (GC Wkshps), 2015 IEEE (2015, December)
Opportunity to Leverage Information-as-an-Asset in the IoT -- The road ahead; ; ; ; ;
in 3rd International Conference on Future Internet of Things and Cloud (2015, August 24)
Detection of Population Mobility Anomalies in Senegal from Base Station Profiles; ; ; ;
Scientific Conference (2015, April 08)
Enabling vehicular mobility in city-wide IEEE 802.11 networks through predictive handovers; ; ;
in Vehicular Communications (2015), 2(2), 59-69
Exploring IoT Protocols Through the Information-Centric Networking's Lens; ;
in Intelligent Mechanisms for Network Configuration and Security (2015, June)
Advanced cooling concepts for ultra-high-speed machines; ; ;
in Advanced cooling concepts for ultra-high-speed machines (2015)
2014
Empirical assessment of machine learning-based malware detectors for Android: Measuring the Gap between In-the-Lab and In-the-Wild Validation Scenarios; ; ; ; ;
in Empirical Software Engineering (2014)
Large-scale Machine Learning-based Malware Detection: Confronting the "10-fold Cross Validation" Scheme with Reality; ; ; ; ;
in Proceedings of the 4th ACM Conference on Data and Application Security and Privacy (2014, March)
A Forensic Analysis of Android Malware -- How is Malware Written and How It Could Be Detected?; ; ; ; ;
in Proceedings of the 2014 IEEE 38th Annual Computer Software and Applications Conference (2014, July)
Bluetooth Low Energy for Inter-Vehicular Communications; ; ;
in 2014 IEEE Vehicular Networking Conference (VNC) (2014, December)
Traffic Routing in Urban Environments: the Impact of Partial Information; ;
in Proceedings of 17th Internatonal IEEE Conference on Intelligent Transportation Systems (2014, October)
Network Function Virtualization: Challenges and Directions for Reliability Assurance; ; ; ; ; ;
in 2014 IEEE International Symposium on Software Reliability Engineering Workshops (2014)
Generic Cloud Platform Multi-objective Optimization Leveraging Models@run.time; ; ; ; ;
Scientific Conference (2014, March)
An Event-Driven Inter-Vehicle Communication Protocol to Attenuate Vehicular Shock Waves; ;
in International Conference on Connected Vehicles and Expo (2014, November)
A Cooperative Advanced Driver Assistance System to Mitigate Vehicular Traffic Shock Waves; ; ;
in IEEE INFOCOM 2014 - IEEE Conference on Computer Communications (2014)
Bluetooth Low Energy: An Alternative Technology for VANET Applications; ; ;
in Proceedings of the 11th IEEE/IFIP Annual Conference on Wireless On-demand Network Systems and Services (2014, April)
Demo: A Recommendation Based Driver Assistance System to Mitigate Vehicular Traffic Shock Waves;
in 2014 IEEE Vehicular Networking Conference (VNC) (2014, December)
Collaborative Traffic Sensing: A Case Study of a Mobile Phone Based Traffic Management System; ; ;
in Proceedings of the 11th IEEE Consumer Communications and Networking Conference (CCNC'14) (2014, January 10)
Fault Detection and Network Security in Software-Defined Networks with OpenFlowDoctoral thesis (2014)
Implications and Detection of DoS Attacks in OpenFlow-based Networks; ;
in 2014 IEEE Global Communications Conference (2014)
Using opcode-sequences to detect malicious Android applications; ; ;
in IEEE International Conference on Communications, ICC 2014, Sydney Australia, June 10-14, 2014 (2014, June)
PhishScore: Hacking Phishers' Minds; ; ;
in Proceedings of the 10th International Conference on Network and Service Management (2014, November)
PhishStorm: Detecting Phishing With Streaming Analytics; ; ;
in IEEE Transactions on Network and Service Management (2014), 11(December), 458-471
A Big Data Architecture for Large Scale Security Monitoring; ; ;
in Proceedings of the 3rd IEEE Congress on Big Data (2014, July)
2013
Driver Behavior Profiling using Smartphones; ;
in Driver Behavior Profiling using Smartphones (2013, October)
An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones; ;
in An Evaluation Study of Driver Profiling Fuzzy Algorithms using Smartphones (2013, October)
A Study of Urban IEEE 802.11 Hotspot Networks: Towards a Community Access Network; ; ; ; ;
in A Study of Urban IEEE 802.11 Hotspot Networks: Towards a Community Access Network (2013, November 13)
Improving Traffic in Urban Environments applying the Wardrop Equilibrium; ;
in Improving Traffic in Urban Environments applying the Wardrop Equilibrium (2013, October 07)
Multi-dimensional Aggregation for DNS Monitoring'; ;
in Proceedings of the 26th Large Installation System Administration Conference (LISA 12) (2013)
Under Pressure Benchmark for DDBMS Availability; ; ; ; ;
in Journal of Information and Data Management (2013)
A Study on Highway Traffic Flow Optimization using Partial Velocity Synchronization; ;
in Proceedings of the 1st GI/ITG KuVS Fachgespräch Inter-Vehicle Communication (FG-IVC 2013) Technical Report CCS-2013-01 (2013)
A novel Eco-Driving Application to Reduce Energy Consumption of Electric Vehicles; ; ;
in Proceedings of the 2nd International Conference on Connected Vehicles & Expo (ICCVE 2013) (2013, December)
Energy-Efficient Rate-Adaptive Passive Traffic Sensing using Smartphones; ;
in Proceedings of the 12th Annual Mediterranean Ad Hoc Networking Workshop (MedHocNet 2013) (2013)
Of maps and costs: Aggregating large-scale broadband measurements for the Application Layer Traffic Optimization (ALTO) protocol; ;
Presentation (2013, October 15)
Identifying abnormal pattern in cellular communication flows; ; ;
in Proceedings of IPTComm 2013 (2013, October)
Aggregating large-scale measurements for Application Layer Traffic Optimization (ALTO) Protocol; ;
Scientific Conference (2013, July)
Automated Source Code Extension for Debugging of OpenFlow based Networks; ; ;
in Proc. 9th International Conference on Network and Service Management (CNSM) (2013, October)
Classification of Log Files with Limited Labeled Data; ;
in Proceedings of IPTComm 2013 (2013, October)
Advanced Detection Tool for PDF Threats; ; ;
in Proceedings of the sixth International Workshop on Autonomous and Spontaneous Security, RHUL, Egham, U.K., 12th-13th September 2013 (2013, September 13)
LuxTraffic: A Collaborative Traffic Sensing System; ;
in Proceedings of the 19th IEEE Workshop on Local & Metropolitan Area Networks (LANMAN'13) (2013)
Stress Testing of Transactional Database Systems; ; ; ;
in Journal of Information and Data Management (2013)
On the Evaluation of Make-Before-Break Handovers in Urban WiFi Networks for Moving Vehicles; ; ; ;
Scientific Conference (2013, February)
MROAD: Scanning-free Model-Based Roaming for 802.11 Networks Under Vehicular Mobility; ; ;
Scientific Conference (2013, November)
ASMATRA: Ranking ASs Providing Transit Service to Malware Hosters; ; ; ; ;
in IFIP/IEEE International Symposium on Integrated Network Management IM2013 (2013)
2012
Learning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization;
in Neural Networks (2012), 25(1), 178-190
Improving Highway Traffic through Partial Velocity Synchronization; ; ;
in Proceedings of the IEEE Global Communications Conference 2012 (2012)
Towards Collaborative Traffic Sensing using Mobile Phones; ;
in Proceedings of the IEEE Vehicular Networking Conference 2012 (2012)
A Distance-Based Method to Detect Anomalous Attributes in Log Files; ;
in Proceedings of IEEE/IFIP NOMS 2012 (2012, April)
Proactive Discovery of Phishing Related Domain Names; ; ;
in Proceedings of the 15th International Symposium on Research in Attacks, Intrusions and Defenses, Amsterdam 12-14 September 2012 (2012, September)
Semantic based DNS Forensics; ; ;
in Proceedings of the IEEE International Workshop on Information Forensics and Security (2012, December)
DNSSM: A large-scale Passive DNS Security Monitoring Framework; ; ; ; ; ;
in IEEE/IFIP Network Operations and Management Symposium (2012, April)
Peer-to-Peer Load Testing; ; ;
in Software Testing, Verification and Validation (ICST), 2012 IEEE Fifth International Conference on (2012)
Instant Degradation of Anonymity in Low-Latency Anonymisation Systems; ;
in Sadre, Ramin; Novotny, Jiri; Celeda, Pavel; Waldburger, Martin; Stiller, Burkhard (Eds.) Dependable Networks and Services, LNCS 7279 (2012)
2011
Learning navigation attractors for mobile robots with reinforcement learning and reservoir computing; ;
in Proceedings of the X Brazilian Congress on Computational Intelligence (CBIC) (2011)
Performance Bound for Routing in Urban Scenarios; ; ;
in Proceedings of the 7th Asian Internet Engineering Conference (AINTEC 2011) (2011)
CORNER: A Radio Propagation Model for VANETs in Urban Scenarios; ; ;
in Proceedings of the IEEE (2011), 99(7), 1280-1294
Detection of Abnormal Behaviour in a Surveillance Environment Using Control Charts; ; ;
in 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011 (2011)
Comparison of Low-Latency Anonymous Communication Systems - Practical Usage and Performance; ; ;
in Ninth Australasian Information Security Conference (2011)
Measuring anonymity using network coordinate systems; ;
in International Symposium on Communications and Information Technologies (ISCIT), 2011 (2011)
2010
Supervised Learning of Internal Models for Autonomous Goal-oriented Robot Navigation using Reservoir Computing;
in 2010 IEEE International Conference on Robotics and Automation (2010)
An Autonomic Testing Framework for IPv6 Configuration Protocols; ; ;
in Lecture Notes in Computer Science 6155 (2010)
Machine Learning Techniques for Passive Network Inventory; ; ;
in IEEE Transactions on Network and Service Management (2010), 7(4), 244-257
TrafRoute: A Different Approach to Routing in Vehicular Networks; ; ;
in Proceedings of the IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (2010)
EDFS A Novel Flooding Protocol for Multi-Hop Wireless Networks; ;
in Proceedings of the Seventh International Conference on Wireless On-demand Network Systems and Services (WONS'10) (2010)
CORNER: a Realistic Urban Propagation Model for VANET.; ; ;
in Proceedings of the Seventh International Conference on Wireless On-demand Network Systems and Services (WONS'10) (2010)
CORNER: A Step Towards Realistic Simulations for VANET; ; ;
in Proceedings of the seventh ACM international workshop on VehiculAr InterNETworking (2010)
2009
On Different Learning Approaches with Echo State Networks for Localization of Small Mobile Robots;
in Proceedings of the IX Brazilian Conference on Neural Networks (2009)
Towards Autonomous Self-localization of Small Mobile Robots using Reservoir Computing and Slow Feature Analysis;
in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC) (2009)
Unsupervised Learning in Reservoir Computing: Modeling Hippocampal Place Cells for Small Mobile Robots; ;
in Alippi, Cesare; Polycarpou, Marios; Panayiotou, Christos; Ellinas, Georgios (Eds.) Artificial Neural Networks -- ICANN 2009 (2009)
Defensive configuration with game theory; ;
in The 11th IFIP/IEEE International Symposium on Integrated Network Management (2009)
Interoperable Networking Applications for Emergency Services; ; ;
in International Journal of Multimedia and Ubiquitous Engineering (2009), 4(1), 1122
Two Ray or not Two Ray this is the price to pay; ; ; ;
in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS '09) (2009)
Modular reservoir computing networks for imitation learning of multiple robot behaviors; ; ;
in Proc. of the 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation - (CIRA) (2009)
