Fiche de BOURENNANE El-Bay

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BOURENNANE El-Bay
PR
Adresse 9 avenue Alain Savary - Bâtiment Mirande
Localisation Bâtiment Mirande - Aile D - Bureau D422
Tel. 03 80 39 59 99
E-mail ebourenn@u-bourgogne.fr
  • Publications
  • Axes de recherche
Publications
Mohamed El Hassani, Mahdi Madani, El-Bay Bourennane. A Fully Trained Neural Network Surrogate of the AES128 Encryption. International Journal of Computer Theory and Engineering, 2026, 18 (4), pp.253-259. ⟨10.7763/IJCTE.2026.V18.1405⟩. ⟨hal-05806201⟩
Mahdi Madani, El-Bay Bourennane. FPGA-Based Implementation of Artificial Neural Network for Accelerated Handwritten Digit Recognition. Electronics, 2026, 15 (11), pp.2384. ⟨10.3390/electronics15112384⟩. ⟨hal-05805974⟩
Mahdi Madani, El-Bay Bourennane, Safwan El-Assad. FPGA implementation of multi-chaos-based dynamic sbox for robust cryptosystem. High-Confidence Computing, 2026, pp.100419. ⟨10.1016/j.hcc.2026.100419⟩. ⟨hal-05805962⟩
Walid Bensalmi, Ahmed Belhani, Abdellatif Bouzid-Daho, El-Bay Bourennane, Mahdi Madani. Performance evaluation of MPPT algorithms for PV system under real operating conditions. Revue des Energies Renouvelables, 2025, pp.35-49. ⟨10.54966/jreen.v28i5.1541⟩. ⟨hal-05455940⟩
Charles Norgbe, Mahdi Madani, El-Bay Bourennane. Privacy-Preserving for Medical Images Using Cryptosystem and Convolutional Autoencoder. 2025 9th International Conference on Computer, Software and Modeling (ICCSM), Jul 2025, Rome, Italy. pp.40-45, ⟨10.1109/ICCSM66818.2025.00015⟩. ⟨hal-05575343⟩
Muhammad Ismail, Daniel Tadros, Mahdi Madani, El-Bay Bourennane. Design and Implementation of a Deep Learning Embedded Cryptosystem for IoT Applications. 2025 9th International Conference on Computer, Software and Modeling (ICCSM), Jul 2025, Rome, Italy. pp.21-27, ⟨10.1109/ICCSM66818.2025.00012⟩. ⟨hal-05575333⟩
Safia Rouabah, Mohamed Skandr Daas, Mohamed Abdelhafid Hamidechi, Salim Chikhi, El-Bay Bourennane. Regression Models for Estimating Similarity Score of the Optimal Expected Multiple Sequence Alignments. IEEE Access, 2025, 13, pp.211883-211900. ⟨10.1109/ACCESS.2025.3643739⟩. ⟨hal-05456145⟩
Mohamed Skander Daas, Safia Rouabah, Khaled Boulahrouf, Salim Chikhi, El-Bay Bourennane. Quantitative Modeling and Evaluation of DNA Multiple Sequence Alignment Tools Through Response Surface Methodology. Modeling, Simulation and Computer Technology, Nov 2024, Skikda, Algeria. pp.440-451, ⟨10.1007/978-3-032-01922-6_36⟩. ⟨hal-05456108⟩
Mehdi Baali, Nadjla Bourbia, Kamel Messaoudi, El-Bay Bourennane. Efficient deep learning approach for brain tumor detection and segmentation based on advanced CNN and U-Net. Indonesian Journal of Electrical Engineering and Computer Science, 2025, 37 (2), pp.1365. ⟨10.11591/ijeecs.v37.i2.pp1365-1375⟩. ⟨hal-05456085⟩
Mahdi Madani, El-Bay Bourennane. Visually Image Encryption and Compression Using a CNN-Based Auto Encoder. International Journal of Computer Networks & Communications , 2025, ⟨10.48550/arXiv.2504.00497⟩. ⟨hal-05456056⟩
Axes de recherche

Calcul embarqué (microprocesseur et FPGA) pour le traitement du signal et de l’image

  • Expertise en calcul embarqué sur microprocesseur
  •  Expertise en calcul embarqué sur FPGA
  •  Application des IoT pour l’agriculture intelligeante
  •  Comptage de personnes dans des foules denses
  •  Deep learning (apprentissage profond)

Projets :

  • Thèse de doctorat industrielle, soutenue, avec l’entreprise chinoise «China Lian Chuang Company» qui a porté sur le comptage de personnes dans une foule à partir d’un drone
  •   Thèse de doctorat, soutenue, sur l’application des IoT pour une agriculture Intelligente