Samir Ouchani

Research Director
41 %
Libre accès
102
Documents
Affiliation actuelle
  • Laboratoire d'Innovation Numérique pour les Entreprises et les Apprentissages au service de la Compétitivité des Territoires (LINEACT)
Contact

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.

Domaines de recherche

Informatique [cs]

Publications

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Publications

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

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
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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

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

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

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
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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
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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

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 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
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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

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
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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

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
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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 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
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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
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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
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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

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

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

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 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

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

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
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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

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
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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
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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
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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
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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
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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

A Smart Mining Strategy for Blockchain-Enabled Cyber-Physical Systems

Salah Eddine Elgharbi , Samir Ouchani , Mohammed Amine Boudouaia , Mimoune Malki

2023 IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Dec 2023, Paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477814⟩

Communication dans un congrès hal-04538548v1
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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
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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
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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
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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
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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 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

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

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
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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

Mohamed Abdelillah Fidma , Nora Hamour , Samir Ouchani , Sidi Mohamed Benslimane

12th International Conference on Model and Data Engineering, Nov 2023, Sousse, Tunisia. pp.319-337

Communication dans un congrès hal-04337484v1
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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

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
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Modeling the Greedy Behavior Attack and Analyzing its Impact on IoT Networks

Fatima Salma Sadek , Khaled Belkadi , Abdelhafid Abouaissa , Samir Ouchani , Mohamed El Amine Brahmia et 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
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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

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 Bezoui et 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

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
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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
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Performance Analysis of RPL Protocols in LLN Network Using Friedman’s Test

Novi Azman , Abdusy Syarif , Mohamed El Amine Brahmia , Jean-François Dollinger , Samir Ouchani et 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
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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

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
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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

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

A Recursive K-means towards trade-off between {PLM} Competences, Positions, and Offers

Mohamed Anis Aguida , Samir Ouchani , Mourad Benmalek

The 15th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2018), Aug 2019, Canaria, Spain. ⟨10.1007/978-3-030-01614-2_63⟩

Communication dans un congrès hal-04094110v1

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
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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
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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

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
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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
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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
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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

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 Geng et 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

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

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

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