An Efficient Outlier Detection and Classification Clustering-Based Approach for WSN. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (GLOBECOM, 2021)

OPTICS-Based Outlier Detection with Newton Classification. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (IWCMC, 2022)

A Survey of Outlier Detection Techniques in IoT: Review and Classification. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (J. Sens. Actuator Networks, 2022)

Enhanced efficient outlier detection and classification approach for WSNs. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (Simul. Model. Pract. Theory, 2022)

O2DCA: Online Outlier Detection and Classification Approach for WSN. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (ICC, 2023)

Anomaly detection in loT: from data efficiency toe enhancing QoS. (Détection d'anomalies dans l'IoT: de l'efficacité des données à l'amélioration de la qualité de service). - Mustafa Al Samara (2023)

Complete outlier detection and classification framework for WSNs based on OPTICS. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (J. Netw. Comput. Appl., 2023)

Efficient SIP Dispatcher Mechanism Based on Auto Scaling Processes. - Ali Al-Allawee; Pascal Lorenz; Mustafa Al Samara; Supriyanto Praptodiyono (GLOBECOM, 2024)

AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (GLOBECOM, 2024)

ERD-FL: Entropy-Driven Robust Defense for Federated Learning. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (IWCMC, 2024)

FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building's Load Forecasting. - Bouchra Fakher; Mohamed-el-Amine Brahmia; Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa (IWCMC, 2024)

EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (WCNC, 2024)

SA-O2DCA: Seasonal Adapted Online Outlier Detection and Classification Approach for WSN. - Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Pascal Lorenz (J. Netw. Syst. Manag., 2024)

B2CAR: Behavioural Biometrics for Continuous Authentication with Regularisation Techniques. - Mustafa Al Samara; Marc Glig; Abdelhafid Abouaissa; Ismail Bennis; Pascal Lorenz (IWCMC, 2025)

M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Jaafar Gaber; Pascal Lorenz (Comput. Secur., 2025)