| 2026 | COMPSAC | Leveraging Mono-Modal Data to Generate Multimodal Representations for Industrial Anomaly Detection. | Charbel El Achkar, Abdallah Makhoul, Joseph Azar |
| 2026 | IWCMC | EHALEYO: Edge AI-Based High-Accuracy, Lightweight, Enhanced YOLOv11 for Real-Time Small UAV Detection in Complex Environments. | Ali Kadhum Idrees, Sara Kadhum Idrees, Joseph Azar, Raphal Couturier, Franck Gechter, Rolf Schuster |
| 2025 | IWCMC | Dust Detection on Solar Panels Using DINOv2 with Multi-Head Self-Attention. | Ahmed Hamdi, Hassan N. Noura, Joseph Azar |
| 2025 | IWCMC | Frugal Object Detection Models: Solutions, Challenges and Future Directions. | Ahmed Hamdi, Hassan N. Noura, Joseph Azar, Guy Pujolle |
| 2024 | IWCMC | Lightweight Image Crypto-Compression Using Haar Transform and Selective Encryption for Grayscale IoT Images. | Joseph Azar, Hassan N. Noura, Raphal Couturier |
| 2024 | IWCMC | Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models. | Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois |
| 2024 | IWCMC | Cybersecurity in Smart Renewable Energy Systems. | Jean-Paul A. Yaacoub, Hassan N. Noura, Joseph Azar, Ola Salman, Khaled Chahine |
| 2023 | AICCSA | Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series. | Mohammad Ali Nemer, Joseph Azar, Abdallah Makhoul, Julien Bourgeois |
| 2023 | DSAA | Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System. | Suzan Hajj, Joseph Azar, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul, Dominique Ginhac |
| 2023 | ICONIP | Distributed Training of Deep Neural Networks: Convergence and Case Study. | Jacques M. Bahi, Raphal Couturier, Joseph Azar, Kevin Kana Nguimfack |
| 2022 | IWCMC | An Efficient and Robust MIoT Communication Solution using a Deep Learning Approach. | Hassan N. Noura, Raphal Couturier, Joseph Azar, Mohamad Moussa, Ola Salman |
| 2022 | IWCMC | On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study. | Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian |
| 2020 | ISCC | Using DenseNet for IoT multivariate time series classification. | Joseph Azar, Abdallah Makhoul, Raphal Couturier |
| 2020 | IWCMC | A Wearable LoRa-Based Emergency System for Remote Safety Monitoring. | Gaby Bou Tayeh, Joseph Azar, Abdallah Makhoul, Christophe Guyeux, Jacques Demerjian |
| 2018 | IWCMC | Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks. | Joseph Azar, Rony Darazi, Carol Habib, Abdallah Makhoul, Jacques Demerjian |
| 2018 | WiMob | Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks. | Joseph Azar, Carol Habib, Rony Darazi, Abdallah Makhoul, Jacques Demerjian |