| 2025 | GLOBECOM | Behavior-Driven Risk-Based Authentication for IoT: A Multi-Layer Machine Learning Framework. | Liza Hadjira Batache, Melissa Lagab, Mohamad Jaafar Ali, Osman Salem, Ahmed Mehaoua |
| 2025 | HealthCom | Learning and Temporal Convolutional Networks for Enhanced Ransomware Detection in IoMT Environments. | Ahmad Alashour, Reda Arbane, Osman Salem, Ahmed Mehaoua |
| 2025 | HealthCom | Anomaly-Aware Curriculum Learning for Cybersecurity in the Internet of Medical Things. | Yasmine Alouache, Monia Merabti, Osman Salem, Ahmed Mehaoua |
| 2025 | HealthCom | Detection of Cyber Threats in IoMT Devices Using a Hybrid CNN-LSTM Model. | Farah Boudoua, Mehdi Oudghiri, Mohamad Jaafar Ali, Osman Salem, Ahmed Mehaoua |
| 2025 | HealthCom | Hybrid Anomaly Detection in MQTT Protocol Using VAE and KNN. | Elisa Ranjalahy, Martin Rigaux, Osman Salem, Ahmed Mehaoua |
| 2025 | HealthCom | Improving IoMT Cybersecurity through GRU-Based Adaptive Ensemble Learning. | Lydia Yaker, Marieme Watt, Osman Salem, Ahmed Mehaoua |
| 2024 | HealthCom | Comparative Analysis of ML and DL Approaches for Securing IoMT Environments. | Selma Benzouaoua, Philippe Ea, Osman Salem, Ahmed Mehaoua |
| 2024 | HealthCom | Unsupervised Anomaly Detection in IoMT Based on Clustering and Online Learning. | Philippe Ea, Quc Vo, Osman Salem, Ahmed Mehaoua |
| 2024 | HealthCom | Smart Healthcare: IoMT-Based Detection and Classification of Respiratory Disorders. | Philippe Ea, Quc Vo, Osman Salem, Ahmed Mehaoua |
| 2024 | HealthCom | Robust Federated Learning Against Data Poisoning: A Split Learning-Based Approach Evaluated on Various Aggregation Techniques. | Abdelkader Tounsi, Osman Salem, Ahmed Mehaoua |
| 2024 | HealthCom | Predicting Heart Disease with Random Forest: An In-Depth Analysis of Machine Learning Techniques for Early Detection and Risk Assessment. | Quc Vo, Philippe Ea, Osman Salem, Ahmed Mehaoua |
| 2024 | LCN | Is Deep Learning a Better Option than Random Forest for Encrypted Traffic Classification? | Philippe Ea, Quc Vo, Osman Salem, Ahmed Mehaoua |
| 2024 | LCN | Detecting Network Anomalies in NetFlow Traffic with Machine Learning Algorithms. | Quc Vo, Philippe Ea, Osman Salem, Ahmed Mehaoua |
| 2023 | GLOBECOM | Soft Voting for Anomaly Detection in Internet of Medical Things. | Osman Salem, Ahmed Mehaoua, Raouf Boutaba |
| 2023 | HealthCom | Detection of Cyberbullying in Online Comments Latest Advances and Challenges. | Lina Feriel Benassou, Safa Bendaouia, Osman Salem, Ahmed Mehaoua |
| 2023 | HealthCom | Using Genetic Algorithms to Detect Intrusions for IoT Systems. | Amel Khamoun, Riad Mohamed Ziani, Osman Salem, Ahmed Mehaoua |
| 2023 | HealthCom | Graph Neural Networks for Anomaly Detection in Internet of Medical Things. | Mickael Mohammed, Osman Salem, Ahmed Mehaoua |
| 2023 | HealthCom | Analysis of Different Machine Learning Models for Diabetes Prediction. | Rym Moussaoui, Osman Salem, Ahmed Mehaoua |
| 2023 | HealthCom | Security Assessment of Bluetooth Just Works Pairing Method: Vulnerabilities and Enhancements. | Mohamed Yanis Sadaoui, Osman Salem, Ahmed Mehaoua |
| 2023 | HealthCom | Heart Disease Detection using the Internet of Medical Things. | Osman Salem, Ahmed Mehaoua |
| 2023 | ISCC | The Sight for Hearing: An IoT-Based System to Assist Drivers with Hearing Disability. | Osman Salem, Ahmed Mehaoua, Raouf Boutaba |
| 2023 | ISNCC | Multimodal Cyber-Harassment Detection. | Mohamed El Hadi Haouari, Abdelkader Tounsi, Osman Salem, Ahmed Mehaoua |
| 2023 | ISNCC | Artificial Intelligence for Anomaly Detection in IoMTs. | Mickael Mohammed, Osman Salem, Ahmed Mehaoua |
| 2023 | ISNCC | Dual Autoencoders for Network-Based Detection of BaIoT Attacks. | Rym Moussaoui, Djihane Oum Keltoum Harouni, Osman Salem, Ahmed Mehaoua |
| 2023 | ISNCC | Bluetooth Just Works: Security and Vulnerability. | Mohamed Yanis Sadaoui, Sirine Hamza, Osman Salem, Ahmed Mehaoua |
| 2023 | ISNCC | Cyberbullying Detection Through Acoustic and Linguistic Analysis. | Rafik Aimen Silakhal, Sara Zekri, Osman Salem, Ahmed Mehaoua |
| 2023 | LCN | Cyberbullying Messages Detection: A Comparative Study of Machine Learning Algorithms. | Philippe Ea, Paul Vidart, Osman Salem, Ahmed Mehaoua |
| 2020 | ISCC | Improving the Recognition of Sign Language from Acquired Data by Wireless Body Area Network. | Aymen Shaafi, Osman Salem, Ahmed Mehaoua |
| 2020 | IWCMC | Improving Human Activity Recognition Algorithms using Wireless Body Sensors and SVM. | Aymen Shaafi, Osman Salem, Ahmed Mehaoua |
| 2017 | GLOBECOM | Detection of Nocturnal Epileptic Seizures from Wireless Inertial Measurements and Muscular Activity. | Mostafa Gheryani, Osman Salem, Ahmed Mehaoua |
| 2017 | HealthCom | An effective approach for epileptic seizures detection from multi-sensors integrated in an Armband. | Mostafa Gheryani, Osman Salem, Ahmed Mehaoua |
| 2015 | HealthCom | An EMG-based Human-Machine Interface to control multimedia player. | Mohamed Tahar Hammi, Osman Salem, Ahmed Mehaoua |
| 2015 | HealthCom | Intelligent remote control of smart home devices using physiological parameters. | David Katz, Lassad Ben Hafsia, Osman Salem, Ahmed Mehaoua |
| 2014 | HealthCom | An ECG monitoring system for prediction of cardiac anomalies using WBAN. | Medina Hadjem, Osman Salem, Farid Nat-Abdesselam |
| 2014 | HealthCom | Pervasive detection of sleep apnea using medical wireless sensor networks. | Osman Salem, Yaning Liu, Ahmed Mehaoua |
| 2014 | HealthCom | Detection of nocturnal epileptic seizures using wireless 3-D accelerometer sensors. | Osman Salem, Yacine Rebhi, Abdelkrim Boumaza, Ahmed Mehaoua |
| 2013 | HealthCom | Early detection of Myocardial Infarction using WBAN. | Medina Hadjem, Osman Salem, Farid Nat-Abdesselam, Ahmed Mehaoua |
| 2013 | HealthCom | Reliable vital sign collection in medical Wireless Sensor Networks. | Amal Naseem, Osman Salem, Yaning Liu, Ahmed Mehaoua |
| 2013 | WCNC | A lightweight anomaly detection framework for medical wireless sensor networks. | Osman Salem, Yaning Liu, Ahmed Mehaoua |
| 2012 | MSWIM | Flooding attacks detection in backbone traffic using power divergence. | Ali Makke, Osman Salem, Mohamad Assaad, Hassine Moungla, Ahmed Mehaoua |
| 2011 | CNSM | A comparison between divergence measures for network anomaly detection. | Jean Tajer, Ali Makke, Osman Salem, Ahmed Mehaoua |
| 2011 | LCN | Flooding attacks detection in traffic of backbone networks. | Osman Salem, Ali Makke, Jean Tajer, Ahmed Mehaoua |