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PublicationsAuthorsQuestions
FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems
Conference Paper
  • Mar 2025
  • DOI: 10.1109/WCNC61545.2025.10978709
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Mohamed-el-Amine Brahmia
    Mohamed-el-Amine Brahmia
  • Bouchra Fakher
    Bouchra Fakher
  • Ismail Bennis
    Ismail Bennis
M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks
Article
  • Apr 2025
  • DOI: 10.1016/j.cose.2025.104444
  • ISBN: 0167-4048
  • Okba Ben Atia
    Okba Ben Atia
  • Mustafa Al Samara
    Mustafa Al Samara
  • Ismail Bennis
    Ismail Bennis
  • Jaafar Gaber
    Jaafar Gaber
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
LLNRM: LoRaWAN Loss Node Relay Mechanism for Smart Cities
Conference Paper
  • Mar 2025
  • DOI: 10.1109/WCNC61545.2025.10978526
  • Ismail Bennis
    Ismail Bennis
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • M Ali
    M Ali
  • Hadj Amor
    Hadj Amor
  • Kerima Saleh Abakar
    Kerima Saleh Abakar
AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System
Conference Paper
  • Dec 2024
  • DOI: 10.1109/GLOBECOM52923.2024.10901321
  • Okba Ben Atia
    Okba Ben Atia
  • Mustafa Al Samara
    Mustafa Al Samara
  • Ismail Bennis
    Ismail Bennis
  • Jaafar Gaber
    Jaafar Gaber
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
Outlier Detection based Model for Event Pattern Recognition in Vehicular Networks
Conference Paper
  • Oct 2024
  • DOI: 10.1109/WiMob61911.2024.10770496
  • Ismail Bennis
    Ismail Bennis
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Hassan Harb
    Hassan Harb
  • Kawthar Zaraket
    Kawthar Zaraket
  • Ali Jaber
    Ali Jaber
Toward a New Era of Smart and Secure Healthcare Information Exchange Systems: Combining Blockchain and Artificial Intelligence
Article
  • Sep 2024
  • DOI: 10.3390/app14198808
  • ISBN: 2076-3417
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Joseph Merhej
    Joseph Merhej
  • Hassan Harb
    Hassan Harb
  • Lhassane Idoumghar
    Lhassane Idoumghar
Graph Neural Networks for Session-based Recommender Systems: A Brief Review
Conference Paper
  • Jun 2024
  • Boudjemaa Boudaa
    Boudjemaa Boudaa
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Mouloud Amine Djenane
    Mouloud Amine Djenane
FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building’s Load Forecasting
Conference Paper
  • May 2024
  • DOI: 10.1109/IWCMC61514.2024.10592511
  • Mustafa Al Samara
    Mustafa Al Samara
  • Ismail Bennis
    Ismail Bennis
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Mohamed-el-Amine Brahmia
    Mohamed-el-Amine Brahmia
  • Bouchra Fakher
    Bouchra Fakher
Empowering Energy Consumption Forecasting in Smart Buildings: Towards a Hybrid Loss Function
Conference Paper
  • May 2024
  • DOI: 10.1109/IWCMC61514.2024.10592340
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
  • Aline Abboud
    Aline Abboud
  • Mohamed-el-Amine Brahmia
    Mohamed-el-Amine Brahmia
  • Ahmad Shahin
    Ahmad Shahin
  • Rocks Mazraani
    Rocks Mazraani
ERD-FL: Entropy-Driven Robust Defense for Federated Learning
Conference Paper
  • May 2024
  • DOI: 10.1109/IWCMC61514.2024.10592443
  • Okba Ben Atia
    Okba Ben Atia
  • Mustafa Al Samara
    Mustafa Al Samara
  • Ismail Bennis
    Ismail Bennis
  • Jaafar Gaber
    Jaafar Gaber
  • Abdelhafid Abouaissa
    Abdelhafid Abouaissa
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