Mustafa Al Samara

19 papers B 10Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DADM2D-SFL: Decentralised Aggregation framework based on DBSCAN Malicious Model Detection for Secure Federated Learning.
Comput. Networks
Amira Ailane, Samir Bourekkache, Okba Ben Atia, Mustafa Al Samara, Nadia Hamani, Laid Kahloul, Pascal Lorenz
2025 B conf
A Meta Learning Framework for Intrusion Detection in Connected Vehicles.
WiMob
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis
2025 B conf
AI-Driven Optimisation for Mobile Behavioural Biometrics Continuous Authentication.
WiMob
Mustafa Al Samara, Ismail Bennis, Marc Gilg, Bouziane Brik, Abdelhafid Abouaissa
2025 B conf
B2CAR: Behavioural Biometrics for Continuous Authentication with Regularisation Techniques.
IWCMC
Mustafa Al Samara, Marc Gilg, Abdelhafid Abouaissa, Ismail Bennis, Pascal Lorenz
2025 J jnl
M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks.
Comput. Secur.
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Jaafar Gaber, Pascal Lorenz
2025 J jnl
Securing Federated Learning in IoT: A Survey of Attacks, Defenses, and Frameworks.
IEEE Internet Things J.
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024 B conf
AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System.
GLOBECOM
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024 B conf
EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning.
WCNC
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024 B conf
ERD-FL: Entropy-Driven Robust Defense for Federated Learning.
IWCMC
Okba Ben Atia, Mustafa Al Samara, Ismail Bennis, Jaafar Gaber, Abdelhafid Abouaissa, Pascal Lorenz
2024 B conf
Efficient SIP Dispatcher Mechanism Based on Auto Scaling Processes.
GLOBECOM
Ali Al-Allawee, Pascal Lorenz, Mustafa Al Samara, Supriyanto Praptodiyono
2024 B conf
FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building's Load Forecasting.
IWCMC
Bouchra Fakher, Mohamed-el-Amine Brahmia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa
2024 J jnl
SA-O
J. Netw. Syst. Manag.
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
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 J jnl
Complete outlier detection and classification framework for WSNs based on OPTICS.
J. Netw. Comput. Appl.
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2023 — conf
O
ICC
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022 J jnl
A Survey of Outlier Detection Techniques in IoT: Review and Classification.
J. Sens. Actuator Networks
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022 J jnl
Enhanced efficient outlier detection and classification approach for WSNs.
Simul. Model. Pract. Theory
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2022 B conf
OPTICS-Based Outlier Detection with Newton Classification.
IWCMC
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz
2021 B conf
An Efficient Outlier Detection and Classification Clustering-Based Approach for WSN.
GLOBECOM
Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa, Pascal Lorenz