Pierre Parrend
- Laboratoire des sciences de l'ingénieur, de l'informatique et de l'imagerie (ICube)
- Laboratoire de Recherche de l'EPITA (LRE)
Publications
Publications
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Hybrid Evolutionary-ML Surrogate Models for Cyber-Attack Detection in Water Distribution Networks29th International Conference on the Applications of Evolutionary Computation, Apr 2026, Toulouse, France |
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t − robust spaces with dynamic graphs metrics for mitigating concept drift in attack detection29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, 10-12 September 2025, Japan, Sep 2025, Osaka, Japan |
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Spectral Graph Analysis of Bipartite Graphs for Advanced Attack DetectionEuropean Interdisciplinary Cybersecurity Conference (EICC25), Apr 2025, Rennes, France |
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Introducing H-Leading-Ones as a Mixed-Category Benchmark Problem for Evolutionary AlgorithmsGenetic and Evolutionary Computation Conference (GECCO), Jul 2025, Málaga, Spain. pp.97-98, ⟨10.1145/3712255.3734261⟩ |
RedTeamLLM: an Agentic AI framework for offensive securityIJCAI 2025 - International Joint Conference on Artificial Intelligence / AI for Global Security, Aug 2025, Montréal, Canada |
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Graph community metrics as a reliable and time robust tool to detect cyber-attacksRendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, Strasbourg, France, mai 2024, May 2024, Strasbourg, France |
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Graph-Based Spectral Analysis for Detecting Cyber Attacks19th International Conference on Availability, Reliability and Security (ARES'24), Jul 2024, Vienne, Austria. pp.23, ⟨10.1145/3664476.3664498⟩ |
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Enhancing Network Data Into Cyber-Physical Data For Better Attack Detection PerformancesRendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, Eppe-sauvage, France, mai 2024, May 2024, Strasbourg, France |
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Introducing Multi-Layer Concatenation as a Scheme to Combine Information in Water Distribution Cyber-Physical Systems28th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2024), 11-13 September 2024, Seville, Spain, Sep 2024, Seville, Spain |
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Combining Physical and Network Data for Attack Detection in Water Distribution NetworksWater Distribution Systems Analysis (WDSA)/Computing and Control Water Industry (CCWI) Joint Conference, Ferrara, Italy, University of Ferrara, juillet 2024, Jul 2024, Ferrara, France |
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Spectral Analysis for Attack DetectionRESSI (Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information), Eppe-Sauvage, France, mai 2024, May 2024, Eppe-Sauvage, France |
A Benchmark for Explainability of Machine Learning for Cyberattacks DetectionRESSI, Neuvy-sur-Barangeon, France, mai 2023, May 2023, Neuvy-sur-Barangeon, France |
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Metrics for community dynamics applied to unsupervised attacks detectionRencontres des Jeunes Chercheurs en Intelligence Artificielle, Strasbourg, France, juillet 2023, Jul 2023, Strasbourg, France |
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CRACS: Compaction of Rules in Anticipatory Classifier SystemsGECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, July 15-19, 2023, Jul 2023, Lisbonne, Portugal. pp.1838-1845, ⟨10.1145/3583133.3596352⟩ |
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Structural and spectral analysis of dynamic graphs for attack detectionPFIA/RJCIA conference, Strasbourg, France, mai 2023, May 2023, Strasbourg, France |
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Towards attack detection in traffic data based on spectral graph analysisComplex Computational Ecosystems 2023 (CCE'23), Apr 2023, Bakou, Azerbaïdjan |
Metrics for Evaluating Interface Explainability Models for Cyberattack Detection in IoT DataComplex Computational Ecosystems 2023 (CCE'23), Baku, Azerbaijan, avril 2023, Apr 2023, Baku, Azerbaijan |
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A hybrid optimization tool for active magnetic regeneratorGECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, United States. pp.739-742, ⟨10.1145/3520304.3529055⟩ |
Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems25th European Conference, EuroGP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Apr 2022, Madrid, Spain. pp.245-261, ⟨10.1007/978-3-031-02056-8_16⟩ |
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Evaluation of Anomaly Detection for CyberSecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks10th International Conference on Complex Networks and their Applications, November 30 - December 2, 2021, Madrid, Spain, hybrid (online and in-person), 2021, Madrid, Spain. pp.563-574, ⟨10.1007/978-3-030-93413-2_47⟩ |
GenIDA, une base de données participative internationale permettant de mieux connaître l'histoire naturelle et les comorbidités des formes génétiques de troubles neurodéveloppementauxAssises de Génétique Humaine et Médicale, Rennes, France, février 2022, Feb 2021, Rennes, France |
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One-Class Ant-Miner: Selection of Majority Class Rules for Binary Rule-based ClassificationInternational Conference on Artificial Evolution (EA-2022), 31 October - 2 November 2022, Exeter, England, Oct 2022, Exeter, United Kingdom, France |
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New Evolutionary Method for Studying Physical Properties of Magneto Caloric MaterialsInternational Conference on the IEEE Congress on Evolutionary, Jun 2021, En ligne, France |
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VizNN: Visual Data Augmentation with Convolutional Neural Networks for Cybersecurity InvestigationUpper-Rhine Artificial Intelligence Symposium 2021 (UR-AI 2021), 27 octobre 2021, Kaiserslautern, Germany, Oct 2021, Kaiserslautern, Germany |
Evolutionary optimization of Hamiltonian model for the study of magnetocaloric materialsTHERMAG IX. 9th IIR International Conference on Caloric Cooling and Applications of Caloric Materials., 2021, En ligne, United States |
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A Multi-Objective Optimization Tool for Dual-Mode Operating Active Magnetic Regenerator ModelInternational Conference on Artificial Life and Evolution (ICALE), Aug 2021, En ligne, France |
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Anomaly Detection for CyberSecurity Using Inductive Node Embedding with Convolutional Graph Neural NetworksComplex Networks and their Applications 2021, 30 novembre - 2 décembre 2021, Madrid, Spain, 2021, Madrid, Spain |
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Explainability and Performance of Anticipatory Learning Classifier Systems in Non-Deterministic EnvironmentsGenetic and Evolutionary Computation Conference (GECCO), Jun 2021, En ligne, France. ⟨10.1145/3449726.3459510⟩ |
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AI-Square: Artificial Intelligence for Artificial ImmunityConference on Complex Systems 2020, Dec 2020, en ligne, France |
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Les réseaux de neurones peuvent-ils être créatifs ?Les journées de Rochebrune, 20-25 janvier 2020, Megève, France, Jan 2020, Megève, France |
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PEPACS: Integrating Probability-Enhanced Predictions to ACS2Genetic and Evolutionary Computation Conference Companion, juillet 2020, Cancún, Mexique, Jul 2020, Cancún, Mexico. ⟨10.1145/3377929.3398121⟩ |
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A quantum simulation algorithm for continuous optimization (poster)GECCO 2020: The Genetic and Evolutionary Computation Conference, July 8th-12th 2020, Jul 2020, En ligne, France |
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BACS: Integrating Behavioral Sequences to ACS2Genetic and Evolutionary Computation Conference Companion, juillet 2020, Cancún, Mexique, Jul 2020, Cancún, Mexico. pp.147-148, ⟨10.1145/3377929.3390002⟩ |
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BACS: A Thorough Study of Using Behavioral Sequences in ACS216th International Conference on Parallel Problem Solving from Nature 2020, Leiden, The Netherlands, September 5-9, 2020, Sep 2020, Leiden, Netherlands. pp.524-538, ⟨10.1007/978-3-030-58112-1_36⟩ |
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Quantum-inspired algorithm with evolution strategyTPNC 2020: 9th International Conference on the Theory and Practice of Natural Computing, Aug 2020, Taoyuan, Taiwan |
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Remove wAste Before Automation (RABA) : the Graph-based Anomaly Detection (GAD) ModelColloque S-Mart - Systems, Manufacturing, Academics, Resources, Technologies, Jan 2019, Les Karellis, France |
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Fast evolutionary algorithm for solving large-scale multi-objective problemsEA2019 Artificial Evolution, Mulhouse, France, octobre 2019, Oct 2019, Mulhouse, France |
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DeepExpert : vers une Intelligence Artificielle autonome et explicableRencontres des Jeunes Chercheurs en Intelligence Artificielle 2019, Jul 2019, Toulouse, France. pp.63-65 |
Management of digital records inspired by Complex Systems with RADARICAROB 2018| The International Conference on Artificial Life and Robotics, Feb 2018, Beppu, Japan |
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For a refoundation of Artificial Immune System research: AIS is a Design Pattern2018 IEEE Symposium Series on Computational Intelligence (SSCI), Nov 2018, Bangalore, India. pp.1122-1129, ⟨10.1109/SSCI.2018.8628868⟩ |
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GENIDA, an international participative cohort study on genetic forms of intellectual disability and autism spectrum disorders: Analyses of Koolen-deVries, Kleefstra, KBG and MECP2 duplications syndromesEuropean Human Genetics Conference in conjunction with the European Meeting on Psychosocial Aspects of Genetics, Jun 2018, Milan, Italy |
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GENIDA, une étude de cohortes participative sur les formes génétiques de déficiences intellectuelles et troubles du spectre autistique : les syndromes KdVS (KANSL1/17q21.31del), Kleefstra (EHMT1/9q43.3del), duplication MECP2 (Xq28dup) et KBG(ANKRD11)9èmes Assises de génétique humaine et médicale, Nantes, France, janvier 2018, Jan 2018, Nantes, France |
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Artificial Immune Ecosystems: the role of expert-based learning in artificial cognitionICAROB 2018| The International Conference on Artificial Life and Robotics, Beppu, Japan, 2018, Beppu, Japan |
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HuMa: A Multi-layer Framework for Threat Analysis in a Heterogeneous Log Environment10th international symposium on foundations and practice of security, Oct 2017, Nancy, France. pp.144-159, ⟨10.1007/978-3-319-75650-9_10⟩ |
Optimisation of pick and place system by evolutionary algorithm to facilitate its implementation and its use8th International Conference of Pattern Recognition Systems (ICPRS 2017), Jul 2017, Madrid, Spain. pp.42 (6 .)-42 (6 .), ⟨10.1049/cp.2017.0171⟩ |
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Skeletonization and 3D Graph Approach for Thin Objects Recognition in Pick and Place Tasks15th IAPR Conference on Machine Vision Applications (MVA2017), May 2017, Nagoya, Japan |
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The AWA Artificial emergent aWareness Architecture model for Artificial Immune EcosystemsIEEE Congress on Evolutionary Computation 2017, Special Session on Artificial Immune Systems: Algorithms, Simulation, Modelling and Theory, Jun 2017, San Sebastian, Spain |
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The Ant Reconciliation Algorithm (ARA): Ant-hill learning for label matchingArtificial Evolution, Oct 2017, Paris, France |
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The Artificial Immune Ecosystem: a bio-inspired meta-algorithm for boosting time series anomaly detection with expert inputEvoApplications, 20th European Conference on the Applications of Evolutionary Computation, Apr 2017, Amsterdam, Netherlands |
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Morwilog: an ACO-based System for Outlining Multi-Step AttacksIEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), Dec 2016, Athènes, Greece. pp.1-8, ⟨10.1109/SSCI.2016.7849902⟩ |
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Cybersecurity: new trainings for new threatsRencontre régionale sur la cybersécurité, 2016, Dakar, Senegal |
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Ecosystèmes immunitaires artificielsColloque ImmunoComplexiT, 2016, Paris, France |
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The Graph Matching Optimization Methodology for Thin Object Recognition in Pick and Place TasksSSCI, 2016, Athènes, Greece |
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POEM-COPA Collaborative Open Peer AssessmentComplex System Digital Campus'15, 2015, Tempe, AZ, United States |
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GenIDA: a social network and database to inform on natural history of monogenic forms of intellectual disability and autismEuropean Human Genetics Conference, Jun 2015, Glasgow, United Kingdom |
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Is the Lean Organisation a Complex System?CS-DC’15 World e-conference, Sep 2015, Tempe, United States |
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Towards a Formal Model of the Lean Enterprise19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, 2015, Singapour, Singapore. pp.226-235, ⟨10.1016/j.procs.2015.08.122⟩ |
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An Artificial Immune Ecosystem Model for Hybrid Cloud SupervisionCS-DC’15 World e-conference, Sep 2015, Tempe, United States |
Visualisation of Island-Based Parallel Genetic AlgorithmsEVOPar, 2014, Granada, Spain |
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DIM: A cognitive architecture for detecting anomalies in complex IT ecosystemsEuropean Conference on Complex Systems, Sep 2014, Lucca, Italy |
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GridVis: Visualisation of Island-Based Parallel Genetic AlgorithmsParallel Architectures and Distributed Infrastructures (EvoStar), Apr 2014, Granada, Spain |
Leveraging success factors of software projects: SCRUM is a complex systemICCSA, 4th International Conference on Complex Systems and Applications, Le Havre, France, juin 2014, Jun 2014, Le Havre, France |
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Swarm projects: beyond the metaphorInternational Conference on Swarm Intelligence Based Optimization (ICSIBO), 2014, Mulhouse, France |
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ArchiTrace : Apprentissage de la sécurité par les tracesWorkshop sur l’enseignement de la sécurité des systèmes d’informations (WESSI 2014), 2014, Lyon, France |
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Vers une architecture 'big-data' bio-inspiree pour la detection d'anomalie des SIEMCesar 2014: Detection et reaction face aux attaques informatiques, 2014, Rennes, France |
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I-JVM: une machine virtuelle Java pour l'isolation de composants dans OSGi7éme Conférence Française sur les Systèmes d'Exploitation (CFSE'07), Chapitre français de l'ACM-SIGOPS, GDR ARP, Sep 2009, Toulouse, France. pp.1-12 |
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I-JVM: a Java Virtual Machine for Component Isolation in OSGi39th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'2009), Jun 2009, Estoril, Portugal. pp.544-553, ⟨10.1109/DSN.2009.5270296⟩ |
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Component-based Access Control: Secure Software Composition through Static AnalysisSoftware Composition, Mar 2008, Budapest, Hungary. pp.68-83, ⟨10.1007/978-3-540-78789-1_5⟩ |
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Monitoring Scheduling for Home GatewaysIEEE/IFP network operations and management symposium, Apr 2008, Salvador de Bahia, Brazil. pp.411-416, ⟨10.1109/NOMS.2008.4575162⟩ |
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Supporting the Secure Deployment of OSGi BundlesFirst IEEE WoWMoM Workshop on Adaptive and DependAble Mission- and bUsiness-critical mobile Systems, Jun 2007, Helsinki, Finland |
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Multi-service, Multi-protocol Management for Residential GatewaysBroadBand Europe, Broadband Europe Community, Dec 2007, Antwerp, Belgium |
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Identity-Based Cryptosystems for Enhanced Deployment of OSGi BundlesInternational Conference on Emerging Security Information, Systems and Technologies, IARIA Association, Oct 2007, Valencia, Spain |
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Privacy-Aware Service Integration2nd IEEE International Workshop on Services Integration in Pervasive Environments, Jul 2007, Istanbul, Turkey |
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PoleSat's Modelling a Reorganization of Vascular Catherization Provision at the Territorial Hospital Grouping LevelMedicals Informatics Europe, Apr 2020, Geneve, Switzerland. ⟨10.3233/SHTI200438⟩ |
PoleSat-web-2018, a simulation IT tool with immediate prospective and strategic views of hospital spatial planning17th World Congress of Medical and Health Informatics, Aug 2019, Lyon, France. 2019 |
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Graph-based Anomaly Detection for the Industry of the FuturInternational Workshop on Optimization in Logistics and Industrial Applications, Mulhouse, France, novembre 2019, Nov 2019, Mulhouse, France. 2019 |
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Global data and local action for wellbeing science: when 4P-medicine meets health self-assessmentConference on Complex Systems (CCS2018), Digital Epidemiology and Surveillance Satellite, Thessaloniki, Greece, 2018, Thessaloniki, Greece. 2018 |
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HOPE: Emergent solutions for analysis and management of patient cohort dataConference on Complex Systems (CCS2018), Thessaloniki, Greece, 2018, Thessaloniki, Greece. 2018 |
First Complex Systems Digital Campus World E-Conference 2015First Complex Systems Digital Campus World E-Conference 2015, 2015, En ligne, France. Springer International Publishing, 2017, Springer Proceedings in Complexity, 978-3-319-45901-1. ⟨10.1007/978-3-319-45901-1⟩ |
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Artificial Evolution, 13th International Conference, Evolution Artificielle, EA 2017, Paris, France, October 25-27, 2017, Revised Selected PapersSpringer, LNCS - Lecture Notes in Computer Science (10764), 2018, Artificial Evolution, 978-3-319-78132-7. ⟨10.1007/978-3-319-78133-4⟩ |
Graph-Based Intelligent Cyber Threat Detection SystemHandbook of AI-Driven Threat Detection and Prevention: A Holistic Approach to Security, CRC Press, 2024 |
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Anomaly Detection on Static and Dynamic Graphs using Graph Convolutional Neural NetworksRobotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities, Springer, pp.227-248, 2022, 978-3-030-96737-6. ⟨10.1007/978-3-030-96737-6_12⟩ |
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Feature Selection-Based Approach for Generalized Physical Contradiction RecognitionSystematic Complex Problem Solving in the Age of Digitalization and Open Innovation, 597, Springer International Publishing, pp.321-339, 2020, IFIP Advances in Information and Communication Technology, ⟨10.1007/978-3-030-61295-5_26⟩ |
Immune-based defense and resiliencyEl-Sayed M. El-Alf ; Mohamed Eltoweissy; Errin W. Fulp; Wojciech Mazurczyk. Nature-inspired Cyber Security and Resilience: Fundamentals, Technology and Applications, IET, 2019, 978-1-78561-638-9. ⟨10.1049/PBSE010E_ch⟩ |
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Genida, une base de données participative et internationale pour une meilleure connaissance des nombreuses formes génétiques de déficience intellectuelle et troubles autistiquesDu malade passif au patient expert, Edition de santé, 2018 |
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Anomaly detection and motif discovery in symbolic representations of time seriesAutre publication scientifique hal-01507517v1 |
Initiative Grand Est de Services et Industries du Futur (IGESIF) - Rapport de recherche , S-Mart ( Systems, Manufacturing, Academics, Resources, Technologies)[0] Région Grand Est. 2018 |
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Using Design Structure Matrices (DSM) as security controls for software architectures[0] Université de Strasbourg, CNRS. 2017 |
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I-JVM: a Java Virtual Machine for Component Isolation in OSGi[Research Report] RR-6801, INRIA. 2009, pp.21 |
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More Vulnerabilities in the Java/OSGi Platform: A Focus on Bundle Interactions[Research Report] RR-6649, INRIA. 2008 |
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Secure Component Deployment in the OSGi(tm) Release 4 Platform[Technical Report] RT-0323, INRIA. 2006, pp.46 |
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Modèles de Sécurité logicielle pour les plates-formes à composants de service (SOP)Réseaux et télécommunications [cs.NI]. INSA de Lyon, 2008. Français. ⟨NNT : ⟩ |