| A survey of outlier detection techniques in IoT: Review and classification MA Samara, I Bennis, A Abouaissa, P Lorenz Journal of Sensor and Actuator Networks 11 (1), 4, 2022 | 65 | 2022 |
| An efficient outlier detection and classification clustering-based approach for WSN M Al Samara, I Bennis, A Abouaissa, P Lorenz 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 11 | 2021 |
| Complete outlier detection and classification framework for WSNs based on OPTICS M Al Samara, I Bennis, A Abouaissa, P Lorenz Journal of Network and Computer Applications 211, 103563, 2023 | 7 | 2023 |
| Enhanced efficient outlier detection and classification approach for WSNs M Al Samara, I Bennis, A Abouaissa, P Lorenz Simulation Modelling Practice and Theory 120, 102618, 2022 | 7 | 2022 |
| Fedlbs: Federated learning loss-based swapping approach for energy building’s load forecasting B Fakher, M Al Samara, I Bennis, A Abouaissa 2024 International Wireless Communications and Mobile Computing (IWCMC), 949-954, 2024 | 1 | 2024 |
| EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning OB Atia, M Al Samara, I Bennis, J Gaber, A Abouaissa, P Lorenz 2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2024 | 1 | 2024 |
| O2DCA: Online Outlier Detection and Classification Approach for WSN M Al Samara, I Bennis, A Abouaissa, P Lorenz ICC 2023-IEEE International Conference on Communications, 1419-1424, 2023 | 1 | 2023 |
| OPTICS-based outlier detection with newton classification M Al Samara, I Bennis, A Abouaissa, P Lorenz 2022 International Wireless Communications and Mobile Computing (IWCMC), 784-789, 2022 | 1 | 2022 |
| ERD-FL: Entropy-Driven Robust Defense for Federated Learning OB Atia, M Al Samara, I Bennis, J Gaber, A Abouaissa, P Lorenz 2024 International Wireless Communications and Mobile Computing (IWCMC …, 2024 | | 2024 |
| SA-O2DCA: Seasonal Adapted Online Outlier Detection and Classification Approach for WSN MA Samara, I Bennis, A Abouaissa, P Lorenz Journal of Network and Systems Management 32 (2), 31, 2024 | | 2024 |
| Anomaly detection in loT: from data efficiency toe enhancing QoS M Al Samara Université de Haute Alsace-Mulhouse, 2023 | | 2023 |
