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Nouredine TAMANI

Nouredine TAMANI

Teacher-Researcher, PhD

I have a dual background as both an engineer and a researcher. I obtained my PhD in Computer Science from the University of Rennes 1 (France) in 2012. My research activities cover the following areas: knowledge representation (DL, DataLog+–, ontologies), inconsistency management, user preferences and flexible queries, fuzzy sets, fuzzy logic, and decision support systems.

I am currently an Associate Professor in Cybersecurity and Artificial Intelligence at Isep, France. With more than four years of research experience in data protection and privacy preservation, my current work focuses — among other topics — on:
- Digital trust
- Anomaly detection in IoT applications for user data protection and privacy preservation
- Reasoning under uncertainty for explainability
- Aggregation operators for decision support systems

01 49 54 52 75
nouredine.tamani@isep.fr

Search interests:

> Digital Trust, Data Protection and Privacy Preservation
> Knowledge Representation and Reasoning
> Fuzzy Logic and Reasoning under Uncertainty
> Interpretability and Explainability of Systems

Teaching:

Head of:
> Cybersecurity
> Risk Management and Audit

Journals:

  • Nouredine TAMANI, Saad EL JAOUHARI, Abdul Qadir KHAN, and Bastien PAUCHET. Improving ML/DL Solutions for Anomaly Detection in IoT Environments. The 38th International Conference on Advanced Information Networking and Applications (AINA-2024).
  • Saad EL JAOUHARI, Nouredine TAMANI. An End-to-End Secure Solution for IoMT Data Exchange. The 6th International Workshop on Application Intelligence and Blockchain Security (AIBlock 24).
  • Abdul Qadir Khan, Nouredine Tamani, Saad El Jaouhari, Lina Mroueh. A Contextual Derivation Algorithm for Cybersecurity in IoT Environments - in 2023 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023.
  • Nour Haidar, Nouredine Tamani, Yacine Ghamri-Doudane, and Alain Boujou. "Selective reinforcement graph mining approach for smart building energy and occupant comfort optimization". Building and Environment. Vol. 228, 2023, 109806, ISSN 0360-1323, https://doi.org/10.1016/j.buildenv.2022.109806. (https://www.sciencedirect.com/science/article/pii/S0360132322010368).
  • Nouredine Tamani and Saad El Jaouhari, "Blockchain Meets Formal Logic: Semantics Level Cybersecurity Challenges," 2022 6th Cyber Security in Networking Conference (CSNet), 2022, pp. 1-6, doi: 10.1109/CSNet56116.2022.9955604.
  • Nouredine Tamani, Bouziane Brik, Nasreddine Lagraa, and Yacine Ghamri-Doudane. On Link Stability Metric and Fuzzy Quantification for Service Selection in Mobile Vehicular Cloud. IEEE Transactions on Intelligent Transportation Systems (T-ITS). Print ISSN: 1524-9050, Online ISSN: 1558-0016, DOI: 10.1109/TITS.2019.2911860. 2050-2062 (2020).
  • Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane, Nour El Islem Karabadji. Anomaly-based framework for detecting power overloading cyberattacks in smart grid AMI. Comput. Secur. 96: 101896 (2020)
  • Nour Haidar, Nouredine Tamani, Yacine Ghamri-Doudane, Alain Bouju. Occupant Behavior Prediction and Real-Time Correction-based Smart Building Energy Optimization. In proceeding of IEEE GlobeCom 2020. To appear. 2020.
  • Julian Murphy, Gareth Howells, Klaus D. McDonald-Maier, Sami Ghadfi, Giles Falquet, Kais Rouis, Sabrine Aroua, Nouredine Tamani, Mickaël Coustaty, Petra Gomez-Krämer, Yacine Ghamri-Doudane. A Framework for Security and Privacy for the Internet of Things (SPIRIT). Security and Privacy in the Internet of Things 2019: 129-147

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