| 2026 | ANT | A Resilient Genetic-centric Aggregation for Hierarchical Federated Learning against Scaling Attacks. | Fethi Imad Benaribi, Nabil Sahli, Abdelaziz Amara Korba, Samir Ouchani |
| 2025 | AICCSA | A Review on Multi-Agent Deep Reinforcement Learning for IoT: Techniques and Applications. | Fatima Zohra Bemrah, Samir Ouchani, Azeddine Chikh |
| 2025 | IDEAL | Deep Reinforcement Learning for Client Selection and Resource Allocation in Federated Learning: A Comprehensive Survey. | Mohammed Amir Messioud, Abdelhamid Malki, Samir Ouchani |
| 2025 | ISORC | A Deep Reinforcement Learning-Based Multi-Agent Framework for Dynamic Optimization of QoS in IoT Services. | Fatima Zohra Bemrah, Azeddine Chikh, Samir Ouchani |
| 2024 | VECoS | A Reliable and Resource-Aware Federated Learning Solution by Decentralizing Client Selection for IoT Devices. | Mohamed Aiche, Samir Ouchani, Hafida Bouarfa |
| 2023 | ANT | Predictive Maintenance for Smart Industrial Systems: A Roadmap. | Meriem Hafsi, Hamour Nora, Samir Ouchani |
| 2023 | CRiSIS | Distributed Transactive Energy Management in Microgrids Based on Blockchain. | Leila Douiri, Samir Ouchani, Sana Kordoghli, Fethi Zagrouba, Karim Beddiar |
| 2023 | CRiSIS | Securing Autonomous Vehicles: Fundamentals, Challenges, and Perspectives. | Samir Ouchani |
| 2023 | CRiSIS | A Collaborative Real-Time Object Detection and Data Association Framework for Autonomous Robots Using Federated Graph Neural Network. | Feryal Batoul Talbi, Samir Ouchani, Yohan Dupuis, Mimoun Malki |
| 2023 | IWCMC | 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 | MEDI | Hybrid Data-Driven and Knowledge-Based Predictive Maintenance Framework in the Context of Industry 4.0. | Fidma Mohamed Abdelillah, Hamour Nora, Samir Ouchani, Sidi Mohamed Benslimane |
| 2023 | WETICE | Predictive Maintenance Approaches in Industry 4.0: A Systematic Literature Review. | Fidma Mohamed Abdelillah, Hamour Nora, Samir Ouchani, Sidi Mohamed Benslimane |
| 2023 | WETICE | Predictive Maintenance Approaches in Industry 4.0: A Systematic Literature Review. | Fidma Mohamed Abdelillah, Hamour Nora, Samir Ouchani, Sidi Mohamed Benslimane |
| 2023 | WETICE | A Smart Mining Strategy for Blockchain-Enabled Cyber-Physical Systems. | Salah Eddine Elgharbi, Samir Ouchani, Mohammed Amine Boudouaia, Mimoune Malki |
| 2023 | WETICE | A Smart Mining Strategy for Blockchain-Enabled Cyber-Physical Systems. | Salah Eddine Elgharbi, Samir Ouchani, Mohammed Amine Boudouaia, Mimoune Malki |
| 2023 | WETICE | DLSTM-SCM- A Dynamic LSTM-Based Framework for Smart Supply Chain Management. | Seyf Eddine Hasnaoui, Mohammed Amine Boudouaia, Samir Ouchani, Abdellatif Rahmoun |
| 2023 | VECoS | An Enhanced Interface-Based Probabilistic Compositional Verification Approach. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi |
| 2022 | INISTA | Aggregation using Genetic Algorithms for Federated Learning in Industrial Cyber-Physical Systems. | Souhila Badra Guendouzi, Samir Ouchani, Mimoun Malki |
| 2021 | EUSPN | 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, Pascal Lorenz |
| 2021 | FNC | Towards a Foundation of a Mutual Authentication Protocol for a Robust and Resilient PUF-Based Communication Network. | Fahem Zerrouki, Samir Ouchani, Hafida Bouarfa |
| 2021 | MEDI | Guaranteeing Information Integrity Through Blockchains for Smart Cities. | Walid Miloud Dahmane, Samir Ouchani, Hafida Bouarfa |
| 2021 | MEDI | COVID-DETECT: A Deep Learning Based Approach to Accelerate COVID-19 Detection. | Nicolas Dimeglio, Sebastien Romano, Alexandre Vesseron, Vincent Pelegrin, Samir Ouchani |
| 2021 | MEDI | A Low-Cost Authentication Protocol Using Arbiter-PUF. | Fahem Zerrouki, Samir Ouchani, Hafida Bouarfa |
| 2021 | MEDI | A Generation and Recovery Framework for Silicon PUFs Based Cryptographic Key. | Fahem Zerrouki, Samir Ouchani, Hafida Bouarfa |
| 2020 | AICCSA | Towards Enhancing Security and Resilience in CPS: A Coq-Maude based Approach. | Samir Ouchani, Khaled Khebbeb, Meriem Hafsi |
| 2020 | CRiSIS | Security Assessment and Hardening of Autonomous Vehicles. | Samir Ouchani, Abdelaziz Khaled |
| 2020 | ICOST | Ensuring the Correctness and Well Modeling of Intelligent Healthcare Management Systems. | Samir Ouchani, Moez Krichen |
| 2020 | WETICE | A Review on Cyber-Physical Systems: Models and Architectures. | Mohamed Anis Aguida, Samir Ouchani, Mourad Benmalek |
| 2020 | SEFM | Modeling Attack-Defense Trees' Countermeasures Using Continuous Time Markov Chains. | Karim Lounis, Samir Ouchani |
| 2019 | AICCSA | A Meta Language for Cyber-Physical Systems and Threats: Application on Autonomous Vehicle. | Samir Ouchani, Abdelaziz Khaled |
| 2019 | ICTAC | Towards a Call Behavior-Based Compositional Verification Framework for SysML Activity Diagrams. | Samir Ouchani |
| 2019 | MEDI | A Smart Living Framework: Towards Analyzing Security in Smart Rooms. | Walid Miloud Dahmane, Samir Ouchani, Hafida Bouarfa |
| 2019 | SAC | Towards a fractionation-based verification: application on SysML activity diagrams. | Samir Ouchani |
| 2018 | FNC | A Recursive K-means towards trade-off between PLM Competences, Positions, and Offers. | Mourad Messaadia, Samir Ouchani, Anne Louis |
| 2018 | MEDI | Ensuring the Functional Correctness of IoT through Formal Modeling and Verification. | Samir Ouchani |
| 2015 | SoMeT | On the Probabilistic Verification of Time Constrained SysML State Machines. | Abdelhakim Baouya, Djamal Bennouar, Otmane At Mohamed, Samir Ouchani |
| 2014 | ANT | Attacks Generation by Detecting Attack Surfaces. | Samir Ouchani, Gabriele Lenzini |
| 2013 | ANT | Symmetry Reduction of Time-Triggered Ethernet Protocol. | Marwan Ammar, Samir Ouchani, Otmane At Mohamed |
| 2013 | FDL | A formal verification framework for Bluespec System Verilog. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi |
| 2013 | SoMeT | A probabilistic verification framework of SysML activity diagrams. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi |
| 2012 | SEFM | Efficient Probabilistic Abstraction for SysML Activity Diagrams. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi |
| 2012 | SoMeT | A Probabilistic Verification Framework for SysML Activity Diagrams. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi |
| 2011 | PST | Model-based systems security quantification. | Samir Ouchani, Yosr Jarraya, Otmane At Mohamed |
| 2010 | SERA | Verification of the Correctness in Composed UML Behavioural Diagrams. | Samir Ouchani, Otmane At Mohamed, Mourad Debbabi, Makan Pourzandi |
| 2008 | ADMA | Gene Selection for Cancer Classification Using DCA. | Le Thi Hoai An, Van Vinh Nguyen, Samir Ouchani |