Samir Ouchani Research Director

Identifiants chercheurs

IdHAL :

souchani

ORCID :

0000-0002-7997-8225

ResearcherID :

http://www.researcherid.com/rid/CAE-9659-2022

Présentation

Samir Ouchani is a Research Director at CESI Linact in Aix-en-Provence, France. He received his Ph.D. in 2013 from Concordia University, Canada, and completed his HDR in 2022 from CNAM, Paris, France. Dr. Ouchani's research portfolio focuses on developing robust techniques for securing and ensuring the trustworthiness of systems, with expertise in computer security, software engineering, formal methods, and data mining.

His ongoing research endeavors are dedicated to the enhancement of security measures and the identification of vulnerabilities within extensive interdisciplinary systems, specifically emphasizing cyber-physical systems and interconnected objects. Samir's expertise lies in the development of decentralized techniques grounded in artificial intelligence, strategically employed to elevate decision-making processes within these systems. Furthermore, he employs rigorous formal methods to empirically validate and substantiate the effectiveness and the explainability of these AI-based approaches.

Publications

Article dans une revue (31)

TH-CHAIN: A Trust-Aware Hybrid Consensus Protocol for BlockCHAIN enabled Industrial CPS Salah Eddine Elgharbi,Samir Ouchani,Mohammed Amine Boudouaia,Mimoune Malki SN Computer Science, 2026, 7 (3), pp.279. ⟨10.1007/s42979-026-04872-2⟩ Article dans une revue hal-05554488v1
ChainMyFL: a blockchain-powered decentralised solution for unleashing the potency of federated learning in IoT Mohamed Aiche,Samir Ouchani,Hafida Bouarfa International Journal of Security and Networks, 2026, 21 (1), pp.1-15. ⟨10.1504/IJSN.2026.151617⟩ Article dans une revue hal-05547834v1
PRISM: A Privacy Safeguard for Smart Multiservices [Feature: A Privacy Safeguard System] Samir Ouchani,Mohammed Amine Boudouaia,Aimilia Tasidou IEEE Software, 2025, 42 (5), pp.107-115. ⟨10.1109/MS.2025.3542853⟩ Article dans une revue hal-05379334v1
Smart cities services and solutions: A systematic review Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa Data and Information Management, 2025, 9 (2), pp.100087. ⟨10.1016/j.dim.2024.100087⟩ Article dans une revue hal-05381957v1
PRISM: A PRIvacy Safeguard for Smart Multiservices Samir Ouchani,Mohammed-Amine Boudouaia,Aimilia Tasidou IEEE Software, 2025, pp.1-6. ⟨10.1109/MS.2025.3542853⟩ Article dans une revue hal-04977281v1
A Secure Architecture for Digital Twins in Resource-Constrained Industrial Systems Hugues Marie Kamdjou,Samir Ouchani Computing in Science and Engineering, 2025, pp.1-12. ⟨10.1109/MCSE.2025.3554031⟩ Article dans une revue hal-05030745v1
Online Phishing Detection: A Heuristic-Based Machine Learning Framework Salah Eddine Elgharbi,Messaoud Ait Yahia,Samir Ouchani 13th Mediterranean Conference on Embedded Computing (MECO), 2024, pp.1-7. ⟨10.1109/MECO62516.2024.10577848⟩ Article dans une revue hal-04634635v1
Smart Mining and Consensus Protocols in Blockchain-enabled Industrial Cyber-Physical Systems: A Survey Salah Eddine Elgharbi,Samir Ouchani,Abderrahim Ait Wakrime,Yassine Ouhammou ICFNDS '23: Proceedings of the 7th International Conference on Future Networks and Distributed Systems, 2024, pp.769-778. ⟨10.1145/3644713.3644845⟩ Article dans une revue hal-04580355v1
Ensuring the federation correctness: Formal verification of Federated Learning in industrial cyber-physical systems Badra Souhila Guendouzi,Samir Ouchani,Hiba Al Assaad,Madeleine El Zaher Future Generation Computer Systems, 2024, 166, pp.107675. ⟨10.1016/j.future.2024.107675⟩ Article dans une revue hal-04932274v1
Resource-Constrained eXtended Reality operated with Digital Twin in Industrial Internet of Things Hugues Marie Kamdjou,David Baudry,Vincent Havard,Samir Ouchani IEEE Open Journal of the Communications Society, 2024, ⟨10.1109/OJCOMS.2024.3356508⟩ Article dans une revue hal-04402202v1
Designing Secure and Smart Supply Chains: A Roadmap Mohammed Amine Boudouaia,Samir Ouchani IEEE Computer Society, 2024, 57 (10), pp.45-55. ⟨10.1109/MC.2024.3400165⟩ Article dans une revue hal-04586247v1
T2S-MAKEP and T2T-MAKEP: A PUF-based Mutual Authentication and Key Exchange Protocol for IoT devices Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa Internet of Things, 2023, 24, pp.100953. ⟨10.1016/j.iot.2023.100953⟩ Article dans une revue hal-04370784v1
A framework for modeling and analyzing cyber-physical systems using statistical model checking Abdel-Latif Alshalalfah,Otmane Ait Mohamed,Samir Ouchani Internet of Things, 2023, 22, pp.100732. ⟨10.1016/j.iot.2023.100732⟩ Article dans une revue hal-04108550v1
ELSO: A Blockchain-Based Technique for a Reliable and Secure Healthcare Information Exchange Joseph Merhej,Hassan Harb,Abdelhafid Abouaissa,Lhassane Idoumghar,Samir Ouchani Arabian Journal for Science and Engineering, 2023, ⟨10.1007/s13369-023-08586-y⟩ Article dans une revue hal-04370775v1
A systematic review of federated learning: Challenges, aggregation methods, and development tools Badra Souhila Guendouzi,Samir Ouchani,Hiba El Assaad,Madeleine El Zaher Journal of Network and Computer Applications (JNCA), 2023, 220 (9), pp.103714. ⟨10.1016/j.jnca.2023.103714⟩ Article dans une revue hal-04370837v1
A SPARQL-based framework to preserve privacy of sensitive data on the semantic web Fethi Imad Benaribi,Mimoun Malki,Kamel Mohammed Faraoun,Samir Ouchani Service Oriented Computing and Applications, 2023, 17 (3), pp.183-199. ⟨10.1007/s11761-023-00368-6⟩ Article dans une revue hal-04370822v1
Formal modelling and verification of scalable service composition in IoT environment Sarah Hussein Toman,Lazhar Hamel,Zinah Hussein Toman,Mohamed Graiet,Samir Ouchani Service Oriented Computing and Applications, 2023, ⟨10.1007/s11761-023-00363-x⟩ Article dans une revue hal-04108552v1
Toward a context-driven deployment optimization for embedded systems: a product line approach Abdelhakim Baouya,Otmane Ait Mohamed,Samir Ouchani Journal of Supercomputing, 2023, 79 (2), pp.2180-2211. ⟨10.1007/s11227-022-04741-8⟩ Article dans une revue hal-04108274v1
Guaranteeing information integrity and access control in smart cities through blockchain Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa Journal of Ambient Intelligence and Humanized Computing, 2022, ⟨10.1007/s12652-022-03718-y⟩ Article dans une revue hal-04108275v1
Generation and verification of learned stochastic automata using k-NN and statistical model checking Abdelhakim Baouya,Salim Chehida,Samir Ouchani,Saddek Bensalem,Marius Bozga Applied Intelligence, 2022, 52 (8), pp.8874-8894. ⟨10.1007/s10489-021-02884-4⟩ Article dans une revue hal-04094178v1
PUF-based mutual authentication and session key establishment protocol for IoT devices Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa Journal of Ambient Intelligence and Humanized Computing, 2022, ⟨10.1007/s12652-022-04321-x⟩ Article dans une revue hal-04108276v1
A survey on silicon PUFs Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa Journal of Systems Architecture, 2022, 127 (8), pp.102514. ⟨10.1016/j.sysarc.2022.102514⟩ Article dans une revue hal-04085954v1
Towards a reliable smart city through formal verification and network analysis Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa Computer Communications, 2021, 180, pp.171-187. ⟨10.1016/j.comcom.2021.09.006⟩ Article dans une revue hal-04094161v1
Assessing the Severity of Smart Attacks in Industrial Cyber Physical Systems Abdelaziz Khaled,Samir Ouchani,Zahir Tari,Khalil Drira ACM Transactions on Cyber-Physical Systems, 2021, 5 (1), pp.10. ⟨10.1145/3422369⟩ Article dans une revue hal-03624234v1
Reliability-driven Automotive Software Deployment based on a Parametrizable Probabilistic Model Checking Abdelhakim Baouya,Otmane Ait Mohamed,Samir Ouchani,Djamal Bennouar Expert Systems with Applications, 2021, 174, pp.114572. ⟨10.1016/j.eswa.2021.114572⟩ Article dans une revue hal-04094152v1
A security policy hardening framework for Socio-Cyber-Physical Systems Samir Ouchani Journal of Systems Architecture, 2021, 119, pp.102259. ⟨10.1016/j.sysarc.2021.102259⟩ Article dans une revue hal-04094147v1
Recommendations-based on semantic analysis of social networks in learning environments Abdelaziz Khaled,Samir Ouchani,Chemseddine Chohra Computers in Human Behavior, 2019, 101, pp.435-449. ⟨10.1016/j.chb.2018.08.051⟩ Article dans une revue hal-04108280v1
Safety analysis of train control system based on model-driven design methodology Abdelhakim Baouya,Otmane Ait Mohamed,Djamal Bennouar,Samir Ouchani Computers in Industry, 2019, 105, pp.1-16. ⟨10.1016/j.compind.2018.10.007⟩ Article dans une revue istex hal-02561378v1
Safety analysis of train control system based on model-driven design methodology Abdelhakim Baouya,Otmane Ait Mohamed,Djamal Bennouar,Samir Ouchani Computers in Industry, 2019, 105, pp.1-16. ⟨10.1016/j.compind.2018.10.007⟩ Article dans une revue istex hal-04094115v1
A quantitative verification framework of SysML activity diagrams under time constraints Abdelhakim Baouya,Djamal Bennouar,Otmane Ait Mohamed,Samir Ouchani Expert Systems with Applications, 2015, 42 (21), pp.7493-7510. ⟨10.1016/j.eswa.2015.05.049⟩ Article dans une revue hal-02561377v1
Gene Selection for Cancer Classification Using DCA, Journal of Frontiers of Computer Science and Technology Hoai An Le Thi,van Vinh Nguyen,Samir Ouchani Journal of Frontiers of Computer Science and Technology, 2009, 3 (6), pp.612-620 Article dans une revue hal-01664633v1

Communication dans un congrès (63)

A Review on Financial Fraud Detection: Techniques, Challenges, Solutions, and Perspectives Salah-Eddine Bouchama,Samir Ouchani,Hafida Bouarfa 2025 International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA), Nov 2025, Blida, France. pp.1-8, ⟨10.1109/IC2SDA68097.2025.11331413⟩ Communication dans un congrès hal-05483715v1
Deep Reinforcement Learning for Client Selection and Resource Allocation in Federated Learning: A Comprehensive Survey Mohammed Amir Messioud,Abdelhamid Malki,Samir Ouchani The 26th International Conference on Intelligent Data Engineering and Automated Learning, Nov 2026, Jaén, Spain. pp.536-546, ⟨10.1007/978-3-032-10486-1_49⟩ Communication dans un congrès hal-05381949v1
A Review on Hierarchical Federated Learning: Architectures and Learning Algorithms Amani Chachoua,Abdelhamid Malki,Samir Ouchani 2025 International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA), Nov 2025, Blida, France. pp.1-8, ⟨10.1109/IC2SDA68097.2025.11331572⟩ Communication dans un congrès hal-05483720v1
Securing Digital Twin System Using Blockchain: Application on Smart Home Imane Ben Kissiouer,Si-Ahmed Ouissem,Benmehirisse Maissa,Hafida Bouarfa,Samir Ouchani 2025 International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA), Nov 2025, Blida, France. pp.1-8, ⟨10.1109/IC2SDA68097.2025.11331558⟩ Communication dans un congrès hal-05483733v1
A Comparative Analysis of Service Management Techniques in the Internet of Things Fatima Zohra Bemrah,Azeddine Chikh,Samir Ouchani 2025 International Conference on Intelligent Computer Systems, Data Science and Applications (IC2SDA), Nov 2025, Blida, France. pp.1-8, ⟨10.1109/IC2SDA68097.2025.11331432⟩ Communication dans un congrès hal-05483736v1
A Deep Reinforcement Learning-Based Multi-Agent Framework for Dynamic Optimization of QoS in IoT Services Fatima Zohra Bemrah,Azeddine Chikh,Samir Ouchani 2025 28th International Symposium on Real-Time Distributed Computing (ISORC), May 2025, Toulouse, France. pp.1-10, ⟨10.1109/ISORC65339.2025.00033⟩ Communication dans un congrès hal-05382330v1
A Reliable and Resource-Aware Federated Learning Solution by Decentralizing Client Selection for IoT Devices Mohamed Aiche,Samir Ouchani,Hafida Bouarfa 17th International Conference Verification and Evaluation of Computer and Communication Systems, 2024, Djerba, Tunisia. pp.220-234, ⟨10.1007/978-3-031-85356-2_15⟩ Communication dans un congrès hal-05386696v1
Gas Management in Smart Homes: A Multi-agent and Knowledge Graph Approach Meriem Berkani,Mimoun Malki,Khayra Bencherif,Samir Ouchani Twentieth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, Jun 2025, Brunów, Poland. pp.21-31, ⟨10.1007/978-3-031-92734-8_3⟩ Communication dans un congrès hal-05382329v1
Version Number Attacks in RPL-based IoT Networks : State-of-the-Art and Future directions Mohammed Amine Boudouaia,Valentin Tournois,Samir Ouchani The 8th International Conference on Future Networks & Distributed Systems (ICFNDS 2024), Dec 2024, Marrakech, Morocco Communication dans un congrès hal-04956169v1
Modeling Distributed and Flexible PHM Framework Based on the Belief Function Theory Safa BEN AYED,Malika Ben Khalifa,Samir Ouchani 20th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2024, Corfu, Greece. pp.160-173, ⟨10.1007/978-3-031-63211-2_13⟩ Communication dans un congrès hal-05038352v1
Supply Chain 5.0: Vision, Challenges, and Perspectives Mohammed Amine Boudouaia,Samir Ouchani,Saeed Mian Qaisar,Abdulaziz Almaktoom The 21th International Learning and Technology Conference, Jan 2024, Jeddah, Saudi Arabia. pp.203-208, ⟨10.1109/LT60077.2024.10469476⟩ Communication dans un congrès hal-04402961v1
An Enhanced Interface-Based Probabilistic Compositional Verification Approach Samir Ouchani,Otmane Ait Mohamed,Mourad Debbabi International Conference on Verification and Evaluation of Computer and Communication Systems, Oct 2023, Merrakech, Morocco. pp.60-75, ⟨10.1007/978-3-031-49737-7_5⟩ Communication dans un congrès hal-04370804v1
Hybrid Data-Driven and Knowledge-Based Predictive Maintenance Framework in the Context of Industry 4.0 Fidma Mohamed Abdelillah,Hamour Nora,Ouchani Samir,Benslimane Sidi-Mohammed MEDI 2023, Model and Data Engineering: 12th International Conference, Nov 2023, Sousse, Tunisia. pp.319-337, ⟨10.1007/978-3-031-49333-1_23⟩ Communication dans un congrès hal-04370795v1
Smart Mining and Consensus Protocols in Blockchain-enabled Industrial Cyber-Physical Systems: A Survey Salah Eddine Elgharbi,Samir Ouchani,Abderrahim Ait Wakrime,Yassine Ouhammou ICFNDS '23: The International Conference on Future Networks and Distributed Systems, Dec 2023, Dubai United Arab Emirates, United Arab Emirates. pp.769-778, ⟨10.1145/3644713.3644845⟩ Communication dans un congrès hal-04574305v1
Predictive maintenance approaches in industry 4.0: A systematic literature review Mohamed Abdelillah Fidma,Samir Ouchani,Nora Hamour,Sidi Mohamed Benslimane IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2023, 2023, Paris, France Communication dans un congrès hal-04371572v1
Enhancing the Aggregation of the Federated Learning for the Industrial Cyber Physical Systems Souhila Badra Guendouzi,Samir Ouchani,Mimoune Malki 2022 IEEE International Conference on Cyber Security and Resilience (CSR), May 2023, Rhodes, Greece, France. pp.197-202, ⟨10.1109/CSR54599.2022.9850301⟩ Communication dans un congrès hal-04086929v1
Predictive Maintenance for Smart Industrial Systems: A Roadmap Hafsi Meriem,Hamour Nora,Ouchani Samir The 6th International Conference on Emerging Data and Industry (EDI40), Mar 2023, Leuven (Belgium), France. pp.645-650, ⟨10.1016/j.procs.2023.03.082⟩ Communication dans un congrès hal-04084089v1
Fedga-meta: Federated learning framework using genetic algorithms and meta-learning for aggregation in industrial cyber-physical system Badra Souhila Guendouzi,Samir Ouchani,Hiba Al-Assaad,Madeleine Jradi International Conference on Cyber Security and Resilience, 2023, Venice, Italy Communication dans un congrès hal-04371567v1
Predictive Maintenance for Smart Industrial Systems: A Roadmap Meriem Hafsi,Nora Hamour,Samir Ouchani The 6th International Conference on Emerging Data and Industry (EDI40), Mar 2023, Leuven, Belgium Communication dans un congrès hal-04398272v1
Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange Joseph Merhej,Hassan Harb,Abdelhafid Abouaissa,Lhassane Idoumghar,Samir Ouchani 2023 International Wireless Communications and Mobile Computing (IWCMC), Jun 2023, Marrakesh, France. pp.1124-1129, ⟨10.1109/IWCMC58020.2023.10182771⟩ Communication dans un congrès hal-04370858v1
A collaborative real-time object detection and data association framework for autonomous robots using federated graph neural network Feriel Talbi,Samir Ouchani,Yohan Dupuis,Mimoune Malki International Conference on Risks and Security of Internet and System, 2023, Rabat, Morocco Communication dans un congrès hal-04371570v1
Predictive Maintenance Approaches in Industry 4.0: A Systematic Literature Review Fidma Mohamed Abdelillah,Hamour Nora,Ouchani Samir,Sidi Mohamed Benslimane 2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Dec 2023, Paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477802⟩ Communication dans un congrès hal-04556299v1
DLSTM-SCM– A Dynamic LSTM-based Framework for Smart Supply Chain Management Seyf Eddine Hasnaoui,Mohammed Amine Boudouaia,Samir Ouchani,Abdelatif Rahmoun 31th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2023, 2023, paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477821⟩ Communication dans un congrès hal-04371577v1
Enhancing autonomous system security: A formal framework for assessing and strengthening autonomous vehicle defenses Samir Ouchani,Badra Souhila Guendouzi,Mohammed Amine Boudouaia Distributed Computing for Emerging Smart Networks - Fourth International Workshop, 2023, Bizerte, Tunisia Communication dans un congrès hal-04371562v1
Securing Autonomous Vehicles: Fundamentals, Challenges, and Future Perspectives Samir Ouchani (Invited paper) International Conference on Risks and Security of Internet and System, December 6-8th, 2023., 2023, Rabat (MOROCCO), Morocco Communication dans un congrès hal-04372760v1
A smart mining strategy for blockchain-enabled cyber-physical systems Salah Eddine Elgharbi,Samir Ouchani,Mohammed Amine Boudouaia,Mimoune Malki 31th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2023, 2023, Paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477814⟩ Communication dans un congrès hal-04371581v1
Energy Management, Control, and Operations in Smart Grids: Leveraging Blockchain Technology for Enhanced Solutions Douiri Leila,Samir Ouchani,Sana Kordoghli,Zegrouba Fethi,Beddiar Karim International Conference on Sustainable Energy Information Technology, 2023, Halifax, Canada. pp.306-313, ⟨10.1016/j.procs.2023.09.041⟩ Communication dans un congrès hal-04370939v1
Hybrid Data-Driven and Knowledge-Based Predictive Maintenance Framework in the Context of Industry 4.0 Fidma Mohamed Abdelillah,Hamour Nora,Ouchani Samir,Benslimane Sidi-Mohammed Medi 2023, Model and Data Engineering : 12th International Conference, Nov 2023, Sousse, Tunisia. pp.319-337, ⟨10.1007/978-3-031-49333-1_23⟩ Communication dans un congrès hal-04387939v1
Genetic Algorithm Based Aggregation for Federated Learning in Industrial Cyber Physical Systems Souhila Badra Guendouzi,Samir Ouchani,Mimoun Malki International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), May 2023, SALAMANCA (SPAIN), France. pp.12-21, ⟨10.1007/978-3-031-18409-3_2⟩ Communication dans un congrès hal-04086923v1
Distributed transactive energy management in microgrids based on blockchain Douiri Leila,Samir Ouchani,Sana Kordoghli,Féthi Zagrouba,Karim Beddiar International Conference on Risks and Security of Internet and System, Lecture Notes in Computer Science, 2023, Rabat (MOROCCO), Morocco Communication dans un congrès hal-04371569v1
Formal Modelling and Security Analysis of Inter-Operable Systems Abdelhakim Baouya,Samir Ouchani,Saddek Bensalem 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA AIE 2022), Jul 2022, Kitakyushu, Japan. pp.555-567, ⟨10.1007/978-3-031-08530-7_47⟩ Communication dans un congrès hal-04086240v1
An Adaptive Attack Prediction Framework in Cyber-Physical Systems Mohamed El Amine Brahmia,Sami Babouche,Samir Ouchani,Mourad Zghal 2022 Ninth International Conference on Software Defined Systems (SDS), Dec 2022, Paris, France. pp.1-7, ⟨10.1109/SDS57574.2022.10062873⟩ Communication dans un congrès hal-04065408v1
Modeling the Greedy Behavior Attack and Analyzing its Impact on IoT Networks Fatima Salma Sadek,Khaled Belkadi,Abdelhafid Abouaissa,Samir Ouchani,Mohamed El Amine Brahmiaet al. Emerging Ubiquitous Systems and Pervasive Networks, Nov 2021, Leuven, Belgium. pp.770-775, ⟨10.1016/j.procs.2021.12.320⟩ Communication dans un congrès hal-04094225v1
Enhancing the Aggregation of the Federated Learning for the Industrial Cyber Physical Systems Souhila Badra Guendouzi,Samir Ouchani,Mimoune Malki 2022 IEEE International Conference on Cyber Security and Resilience (CSR), Jul 2022, Rhodes, Greece. pp.197-202, ⟨10.1109/CSR54599.2022.9850301⟩ Communication dans un congrès hal-04085957v1
From Simulation to Digital Twins, the Case of Internet of Things Research and Tools Hamza Ngadi,Ahcene Bounceur,Mohammad Hammoudeh,Samir Ouchani,Madani Bezouiet al. ICFNDS '22: The 6th International Conference on Future Networks & Distributed Systems, 2022, Tashkent TAS Uzbekistan, France. pp.657-666, ⟨10.1145/3584202.3584302⟩ Communication dans un congrès hal-04370957v1
Aggregation using Genetic Algorithms for Federated Learning in Industrial Cyber-Physical Systems Badra Souhila Guendouzi,Samir Ouchani,Mimoun Malki 2022 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Aug 2022, Biarritz, France, France. pp.1-6, ⟨10.1109/INISTA55318.2022.9894236⟩ Communication dans un congrès hal-04086933v1
COVID-DETECT: A Deep Learning Based Approach to Accelerate COVID-19 Detection Nicolas Dimeglio,Sébastien Romano,Alexandre Vesseron,Vincent Pelegrin,Samir Ouchani MEDI 2021: Advances in Model and Data Engineering in the Digitalization Era, Jul 2021, Talline, Estonia. pp.166-178, ⟨10.1007/978-3-030-87657-9_13⟩ Communication dans un congrès hal-04108181v1
An IoT-based Framework for an Optimal Monitoring and Control of Cyber-Physical Systems: Application on Biogas Production System Mohamed Anis Aguida,Samir Ouchani,Mourad Benmalek IoT '21: 11th International Conference on the Internet of Things, Nov 2021, St.Gallen, Swaziland. pp.143-149, ⟨10.1145/3494322.3494341⟩ Communication dans un congrès hal-04108145v1
Towards an Automatic Evaluation of the Performance of Physical Unclonable Functions Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa Artificial Intelligence and Renewables Towards an Energy Transition, Nov 2022, Tipaza, Algeria. pp.775-781, ⟨10.1007/978-3-030-63846-7_74⟩ Communication dans un congrès hal-04108273v1
Security Assessment and Hardening of Autonomous Vehicles Samir Ouchani,Abdelaziz Khaled Risks and Security of Internet and Systems, Nov 2020, Paris, France. pp.365-375, ⟨10.1007/978-3-030-68887-5_24⟩ Communication dans un congrès hal-04094200v1
A Low-Cost Authentication Protocol Using Arbiter-PUF Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa International Conference on Model and Data EngineerinG, Jun 2021, Tallinn, Estonia. pp.101-116, ⟨10.1007/978-3-030-78428-7_9⟩ Communication dans un congrès hal-04108162v1
Guaranteeing Information Integrity Through Blockchains for Smart Cities Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa 11th International Conference on Model and Data Engineering, Jun 2021, Tallinn, Estonia. pp.199-212, ⟨10.1007/978-3-030-78428-7_16⟩ Communication dans un congrès hal-04108271v1
Towards a Foundation of a Mutual Authentication Protocol for a Robust and Resilient PUF-Based Communication Network Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa International Conference on Mobile Systems and Pervasive Computing, Aug 2021, Leuven, Belgium. pp.215-222, ⟨10.1016/j.procs.2021.07.027⟩ Communication dans un congrès hal-04087532v1
Modeling Attack-Defense Trees’ Countermeasures Using Continuous Time Markov Chains Karim Lounis,Samir Ouchani Software Engineering and Formal Methods. SEFM 2020 Collocated Workshops, Sep 2020, Amsterdam, Netherlands. pp.30-42, ⟨10.1007/978-3-030-67220-1_3⟩ Communication dans un congrès hal-04108272v1
A Generation and Recovery Framework for Silicon PUFs Based Cryptographic Key Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa MEDI 2021: Advances in Model and Data Engineering in the Digitalization Era, Jul 2021, Taline, Estonia. pp.121-137, ⟨10.1007/978-3-030-87657-9_10⟩ Communication dans un congrès hal-04108173v1
Towards Enhancing Security and Resilience in CPS: A Coq-Maude based Approach Samir Ouchani,Khaled Khebbeb,Meriem Hafsi 2020 IEEE/ACS 17th International Conference on Computer Systems and Applications (AICCSA), Nov 2020, Antalya, Turkey. pp.1-6, ⟨10.1109/AICCSA50499.2020.9316535⟩ Communication dans un congrès hal-04084239v1
A Review on Cyber-Physical Systems: Models and Architectures Mohamed Anis Aguida,Samir Ouchani,Mourad Benmalek 2020 IEEE 29th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Sep 2020, Bayonne, Spain. pp.275-278, ⟨10.1109/WETICE49692.2020.00060⟩ Communication dans un congrès hal-04094128v1
Performance Analysis of RPL Protocols in LLN Network Using Friedman’s Test Novi Azman,Abdusy Syarif,Mohamed El Amine Brahmia,Jean-François Dollinger,Samir Ouchaniet al. 2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. ⟨10.1109/IOTSMS52051.2020.9340203⟩ Communication dans un congrès hal-04065439v1
Towards a Security Reinforcement Mechanism for Social Cyber-Physical Systems Samir Ouchani Smart Applications and Data Analysis, Jun 2020, Marrakesh, Morocco. pp.59-73, ⟨10.1007/978-3-030-45183-7_5⟩ Communication dans un congrès hal-04094173v1
Ensuring the Correctness and Well Modeling of Intelligent Healthcare Management Systems Samir Ouchani,Moez Krichen The Impact of Digital Technologies on Public Health in Developed and Developing Countries, Jun 2020, Hammamet, Tunisia. pp.364-372, ⟨10.1007/978-3-030-51517-1_33⟩ Communication dans un congrès hal-04094193v1
Quantifying Security and Performance of Physical Unclonable Functions Fahem Zerrouki,Samir Ouchani,Hafida Bouarfa 2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Dec 2020, Paris, France. pp.1-4, ⟨10.1109/IOTSMS52051.2020.9340212⟩ Communication dans un congrès hal-04094180v1
A BIM-based framework for an Optimal WSN Deployment in Smart Building Walid Miloud Dahmane,Mohamed El Amine Brahmia,Jean-François Dollinger,Samir Ouchani 2020 11th International Conference on Network of the Future (NoF), Oct 2020, Bordeaux, France. pp.110-114, ⟨10.1109/NoF50125.2020.9249099⟩ Communication dans un congrès hal-04065441v1
Towards a Call Behavior-Based Compositional Verification Framework for SysML Activity Diagrams Samir Ouchani ICTAC 2019 : 16th International Colloquium on Theoretical Aspects of Computing, Oct 2019, Hammamet, Tunisia, France Communication dans un congrès hal-04108096v1
A Smart Living Framework: Towards Analyzing Security in Smart Rooms Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa 9th International Conference on Model and Data Engineering, Oct 2019, Toulouse, France Communication dans un congrès hal-04108106v1
Towards a Fractionation-based Verification: Application on SysML Activity Diagrams Samir Ouchani 34th ACM/SIGAPP Symposium on Applied Computing, Apr 2019, Limassol, Cyprus Communication dans un congrès hal-04108116v1
Security Implementation and Verification in Smart Buildings Walid Miloud Dahmane,Samir Ouchani,Hafida Bouarfa The 1st International Conference on Innovative Trends in Computer Science, CITSC 2019,, Nov 2019, Guelma, Algeria Communication dans un congrès hal-04108091v1
A Meta Language for Cyber-Physical Systems and Threats: Application on Autonomous Vehicle Samir Ouchani,Abdelaziz Khaled SAC '19: The 34th ACM/SIGAPP Symposium on Applied Computing, Nov 2019, Abu Dhabi, United Arab Emirates. ⟨10.1109/AICCSA47632.2019.9035273⟩ Communication dans un congrès hal-04094112v1
PLM Competencies Analysis Based on Industry Demand Mourad Messaadia,Samir Ouchani,Anne Louis 15th IFIP International Conference on Product Lifecycle Management (PLM), Jul 2018, Turin, Italy. pp.692-701, ⟨10.1007/978-3-030-01614-2_63⟩ Communication dans un congrès hal-02075606v1
Ensuring the Functional Correctness of IoT through Formal Modeling and Verification Samir Ouchani Model and Data Engineering - 8th International Conference, Oct 2018, Marrakesh, Morocco. pp.401-417, ⟨10.1007/978-3-030-00856-7_27⟩ Communication dans un congrès hal-04094004v1
A Recursive K-means towards trade-off between PLM Competences, Positions, and Offers Mourad Messaadia,Samir Ouchani,Anne Louis The 15th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2018) / The 13th International Conference on Future Networks and Communications (FNC-2018), Aug 2018, Gran Canaria, Spain. pp.297 - 302, ⟨10.1016/j.procs.2018.07.174⟩ Communication dans un congrès hal-04415778v1
Security in the shell: An optical physical unclonable function made of shells of cholesteric liquid crystals Gabriele Lenzini,Samir Ouchani,Peter Roenne,Peter Ryan,Yong Genget al. 2017 IEEE Workshop on Information Forensics and Security (WIFS), Dec 2017, Rennes, France. pp.1-6, ⟨10.1109/WIFS.2017.8267644⟩ Communication dans un congrès hal-04093991v1
A probabilistic and timed verification approach of SysML state machine diagram Abdelhakim Baouya,Djamal Bennouar,Otmane Ait Mohamed,Samir Ouchani 2015 12th International Symposium on Programming and Systems (ISPS), Apr 2015, Algiers, France. pp.1-9, ⟨10.1109/ISPS.2015.7245001⟩ Communication dans un congrès hal-02561374v1
A Survey of Model-Driven Testing Techniques Mohamed Mussa,Samir Ouchani,Waseem Al Sammane,Abdelwahab Hamou-Lhadj 2009 9th International Conference on Quality Software (QSIC), Aug 2009, Jeju, France. pp.167-172, ⟨10.1109/QSIC.2009.30⟩ Communication dans un congrès hal-04575600v1

Ouvrages (1)

Advances in Model and Data Engineering in the Digitalization Era Ladjel Bellatreche,George Chernishev,Antonio Corral,Samir Ouchani,Jüri Vain Springer International Publishing, 1481, 2021, Communications in Computer and Information Science, ⟨10.1007/978-3-030-87657-9⟩ Ouvrages hal-04108062v1

Chapitre d'ouvrage (3)

A Formal Approach for Maintainability and Availability Assessment Using Probabilistic Model Checking Abdelhakim Baouya,Djamal Bennouar,Otmane Ait Mohamed,Samir Ouchani Modelling and Implementation of Complex Systems, pp.295-309, 2016, ⟨10.1007/978-3-319-33410-3_21⟩ Chapitre d'ouvrage hal-02561367v1
On the Probabilistic Verification of Time Constrained SysML State Machines Abdelhakim Baouya,Djamal Bennouar,Otmane Ait Mohamed,Samir Ouchani Intelligent Software Methodologies, Tools and Techniques, International Conference on Intelligent Software Methodologies, Tools, and Techniques, pp.425-441, 2015, ⟨10.1007/978-3-319-22689-7_33⟩ Chapitre d'ouvrage hal-02561373v1
Gene Selection for Cancer Classification Using DCA Hoai An Le Thi,van Vinh Nguyen,Samir Ouchani Advanced Data Mining and Applications. Lecture Notes in Computer Science, 5139, pp.62-72, 2008, ⟨10.1007/978-3-540-88192-6_8⟩ Chapitre d'ouvrage istex hal-03213829v1

Autre publication scientifique (3)

Securing Autonomous Vehicles Samir Ouchani Invited talk to 18th International Conference on Risks and Security of Internet and Systems, Rabat, Morocco, December 6-8th, 2023., 2023 Autre publication scientifique hal-04370981v1
HEALTrust: Enhancing Healthcare Data Integrity and Privacy through Blockchain-Enabled Exchange Systems. Samir Ouchani Invited talk to the event: Vers une santé digitale en Algérie, Convergence des compétences informatiques et cliniques, 2023, Tlemcen, Université de Tlemcen, Algeria., 2023 Autre publication scientifique hal-04371440v1
Enhancing Autonomous System Security Samir Ouchani Invited talk to Distributed Computing for Emerging Smart Networks (DiCES-N), May 27, 2023, Bizerte, Tunisia, 2023, Bizerte, Tunisia., 2023 Autre publication scientifique hal-04370998v1

Thèse (1)

A Security Verification Framework for SysML Activity Diagrams Samir Ouchani Computer Science [cs]. Concordia University, 2013. English. ⟨NNT : ⟩ Thèse tel-04201144v1

HDR (1)

Secure and Reliable Smart Cyber-Physical Systems Samir Ouchani Computer Science [cs]. CNAM Paris, 2022 HDR tel-04107896v1