Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (EUSIPCO, 2013)

Kernel-based localization using fingerprinting in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Hichem Snoussi; Joumana Farah (SPAWC, 2013)

Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. - Sandy Mahfouz; Paul Honeine; Farah Mourad-Chehade; Joumana Farah; Hichem Snoussi (AICCSA, 2014)

Ridge regression and Kalman filtering for target tracking in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (SAM, 2014)

Kernel-based machine learning using radio-fingerprints for localization in wsns. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2015)

Kernel-based machine learning for tracking and environmental monitoring in wireless sensor networks. (Méthodes à noyaux pour le suivi de cibles et la surveillance de l'environnement dans les réseaux de capteurs). - Sandy Mahfouz (2015)

Abnormal event detection using convolutional neural networks and 1-class SVM classifier. - Samir Bouindour; Mohamad Mazen Hittawe; Sandy Mahfouz; Hichem Snoussi (ICDP, 2017)

RSSI -based Classification for Indoor Localization in Wireless Sensor Networks. - Sandy Mahfouz; Patrick Nader; Pierre E. Abi-Char (ICIoT, 2020)

A Secure and Lightweight Authenticated Key Agreement Protocol for Distributed IoT Applications. - Pierre E. Abi-Char; Patrick Nader; Sandy Mahfouz (TSP, 2020)

A Secure Key Management Scheme for Hierarchical Access Control with Secret Key Validity Checking. - Pierre E. Abi-Char; Patrick Nader; Sandy Mahfouz (TSP, 2021)

Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals. - Israa Bayad; Sandy Mahfouz; Khouloud Samrouth; Farah Mourad-Chehade; Hassan Amoud (MeMeA, 2025)