Debbah, Merouane

Wireless Communications Through Reconfigurable Intelligent Surfaces

Basar, E., Di Renzo, M., De Rosny, J., Debbah, M., Alouini, M.-S., & Zhang, R. (2019) · IEEE Access

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 3,394

Smart radio environments empowered by reconfigurable AI meta-surfaces: an idea whose time has come

Renzo, M. D., Debbah, M., Phan-Huy, D.-T., Zappone, A., Alouini, M.-S., Yuen, C., Sciancalepore, V., Alexandropoulos, G. C., Hoydis, J., Gacanin, H., et al. (2019) · EURASIP Journal on Wireless Communications and Networking

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 1,717

A Speculative Study on 6G

Tariq, F., Khandaker, M., Wong, K.-K., Imran, M., Bennis, M., & Debbah, M. (2019) · arXiv

Advanced Wireless Communication TechnologiesMillimeter-Wave Propagation and Modeling

Cited by 1,014

A Speculative Study on 6G

Tariq, F., Khandaker, M. R. A., Wong, K.-K., Imran, M. A., Bennis, M., & Debbah, M. (2020) · IEEE Wireless Communications

Advanced Wireless Communication TechnologiesMillimeter-Wave Propagation and Modeling

Cited by 1,014

Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience

Chen, M., Mozaffari, M., Saad, W., Yin, C., Debbah, M., & Hong, C. S. (2017) · IEEE Journal on Selected Areas in Communications

UAV Applications and OptimizationCaching and Content Delivery

Cited by 742

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications

Samarakoon, S., Bennis, M., Saad, W., & Debbah, M. (2020) · IEEE Transactions on Communications

Vehicular Ad Hoc Networks (VANETs)Advanced Wireless Network Optimization

Cited by 459

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing

Liu, C.-F., Bennis, M., Debbah, M., & Poor, H. V. (2019) · IEEE Transactions on Communications

IoT and Edge/Fog ComputingAdvanced Wireless Network Optimization

Cited by 435

Big data caching for networking: moving from cloud to edge

Zeydan, E., Bastug, E., Bennis, M., Kader, M. A., Karatepe, I. A., Er, A. S., & Debbah, M. (2016) · IEEE Communications Magazine

Caching and Content DeliveryIoT and Edge/Fog Computing

Cited by 310

Intelligent Omni-Surfaces for Full-Dimensional Wireless Communications: Principles, Technology, and Implementation

Zhang, H., Zeng, S., Di, B., Tan, Y., Di Renzo, M., Debbah, M., Han, Z., Poor, H. V., & Song, L. (2022) · IEEE Communications Magazine

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 218

Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users

Chen, M., Saad, W., Yin, C., & Debbah, M. (2017) · IEEE Transactions on Wireless Communications

Caching and Content DeliveryIoT and Edge/Fog Computing

Cited by 176

Generative AI in cybersecurity: A comprehensive review of LLM applications and vulnerabilities

Ferrag, M. A., Alwahedi, F., Battah, A., Cherif, B., Mechri, A., Tihanyi, N., Bisztray, T., & Debbah, M. (2025) · Internet of Things and Cyber-Physical Systems

Adversarial Robustness in Machine LearningNetwork Security and Intrusion Detection

Cited by 148

6G White Paper on Edge Intelligence

Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., Kliks, A., et al. (2020) · arXiv

IoT and Edge/Fog ComputingSoftware-Defined Networks and 5G

Cited by 118

Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How It Works, State of Research, and the Road Ahead

Di Renzo, M., Zappone, A., Debbah, M., Alouini, M.-S., Yuen, C., de Rosny, J., & Tretyakov, S. (2020) · IEEE Journal on Selected Areas in Communications

Advanced Wireless Communication TechnologiesAdvanced Antenna and Metasurface Technologies

Cited by 112

Wireless Network Intelligence at the Edge

Park, J., Samarakoon, S., Bennis, M., & Debbah, M. (2019) · Proceedings of the IEEE

IoT and Edge/Fog ComputingPrivacy-Preserving Technologies in Data

Cited by 92

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications

Jiang, F., Pan, C., Wang, K., Michiardi, P., Dobre, O. A., & Debbah, M. (2026) · IEEE Journal on Selected Areas in Communications

Advanced Wireless Communication TechnologiesAdvanced Data and IoT Technologies

Cited by 53

Online Energy-Efficient Power Control in Wireless Networks by Deep Neural Networks

Zappone, A., Debbah, M., & Altman, Z. (2018) · 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

Advanced MIMO Systems OptimizationAdvanced Wireless Network Optimization

Cited by 48

User Association and Load Balancing for Massive MIMO through Deep Learning

Zappone, A., Sanguinetti, L., & Debbah, M. (2018) · 2018 52nd Asilomar Conference on Signals, Systems, and Computers

Advanced MIMO Systems OptimizationMillimeter-Wave Propagation and Modeling

Cited by 48

User Association and Load Balancing for Massive MIMO through Deep Learning

Zappone, A., Sanguinetti, L., & Debbah, M. (2018) · arXiv

Advanced MIMO Systems OptimizationMillimeter-Wave Propagation and Modeling

Cited by 48

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows

Ferrag, M. A., Tihanyi, N., Hamouda, D., Maglaras, L., Lakas, A., & Debbah, M. (2026) · ICT Express

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 46

Federated Learning for Ultra-Reliable Low-Latency V2V Communications

Samarakoon, S., Bennis, M., Saad, W., & Debbah, M. (2018) · 2018 IEEE Global Communications Conference (GLOBECOM)

Vehicular Ad Hoc Networks (VANETs)Advanced Wireless Network Optimization

Cited by 25

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications

Park, J., Samarakoon, S., Elgabli, A., Kim, J., Bennis, M., Kim, S.-L., & Debbah, M. (2021) · Proceedings of the IEEE

IoT and Edge/Fog ComputingPrivacy-Preserving Technologies in Data

Cited by 25

Advanced Architectures Integrated With Agentic AI for Next-Generation Wireless Networks

Dev, K., Khowaja, S. A., Zeydan, E., Singh, K., & Debbah, M. (2025) · IEEE Communications Standards Magazine

Software-Defined Networks and 5GAdvanced Data and IoT Technologies

Cited by 20

Advanced Architectures Integrated with Agentic AI for Next-Generation Wireless Networks

Dev, K., Khowaja, S. A., Singh, K., Zeydan, E., & Debbah, M. (2025) · arXiv

Software-Defined Networks and 5GAdvanced Data and IoT Technologies

Cited by 20