Soumaya Cherkaoui

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 138

Top Venues

Publications

Wissal Hamhoum, Soumaya Cherkaoui
MistralBSM: Leveraging Mistral-7B for Vehicular Networks Misbehavior Detection. CoRR (2024)
Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Cyprien Quéméneur, Soumaya Cherkaoui
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles. CoRR (2024)
Yaser Baseri, Abdelhakim Hafid, Mahdi Daghmehchi Firoozjaei, Soumaya Cherkaoui, Indrakshi Ray
Statistical privacy protection for secure data access control in cloud. J. Inf. Secur. Appl. 84 (2024)
Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui
Open RAN Slicing for MVNOs With Deep Reinforcement Learning. IEEE Internet Things J. 11 (10) (2024)
Yihang Tao, Jun Wu, Xi Lin, Shahid Mumtaz, Soumaya Cherkaoui
Digital Twin and DRL-Driven Semantic Dissemination for 6G Autonomous Driving Service. GLOBECOM (2023)
Ahmed Saadallah, Philippe Brunet, Inès El Korbi, Sidi-Mohammed Senouci, Soumaya Cherkaoui
Leveraging Graph Theory for Efficient Cache Policy Design in $360^{\circ}$ Video Streaming. GLOBECOM (2023)
Zoubeir Mlika, Soumaya Cherkaoui, Jean Frédéric Laprade, Simon Corbeil-Letourneau
User trajectory prediction in mobile wireless networks using quantum reservoir computing. IET Quantum Commun. 4 (3) (2023)
Hajar Moudoud, Soumaya Cherkaoui
Empowering Security and Trust in 5G and Beyond: A Deep Reinforcement Learning Approach. IEEE Open J. Commun. Soc. 4 (2023)
Shahid Mumtaz, Soumaya Cherkaoui, Mohsen Guizani, Joel J. P. C. Rodrigues, Abdulmotaleb El-Saddik, Sabita Maharjan, Yang Xiao, Ikram Ashraf
Guest Editorial Digital Twins for Mobile Networks - Part I. IEEE J. Sel. Areas Commun. 41 (10) (2023)
Abderrahime Filali, Boubakr Nour, Soumaya Cherkaoui, Abdellatif Kobbane
Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning. IEEE Commun. Stand. Mag. 7 (1) (2023)
Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda
Performance Optimization of Energy-Harvesting Underlay Cognitive Radio Networks Using Reinforcement Learning. IWCMC (2023)
Benjamin Kalfon, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmad, Shengrui Wang
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection. CoRR (2023)
Deemah H. Tashman, Soumaya Cherkaoui, Walaa Hamouda, Sidi Mohammed Senouci
Securing Overlay Cognitive Radio Networks Over Cascaded Channels with Energy Harvesting. GLOBECOM (Workshops) (2023)
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks. IEEE Commun. Mag. 61 (2) (2023)
Hajar Moudoud, Soumaya Cherkaoui
Multi-tasking Federated Learning meets Blockchain to Foster Trust and Security in the Metaverse. Ad Hoc Networks 150 (2023)
Shahid Mumtaz, Soumaya Cherkaoui, Mohsen Guizani, Joel J. P. C. Rodrigues, Abdulmotaleb El-Saddik, Sabita Maharjan, Yang Xiao, Ikram Ashraf
Guest Editorial Digital Twins for Mobile Networks - Part II. IEEE J. Sel. Areas Commun. 41 (11) (2023)
Hajar Moudoud, Soumaya Cherkaoui
Enhancing Open RAN Security with Zero Trust and Machine Learning. GLOBECOM (2023)
Hajar Moudoud, Soumaya Cherkaoui
Federated Learning Meets Blockchain to Secure the Metaverse. IWCMC (2023)
Nadia Charef, Maroua Abdelhafidh, Adel Ben Mnaouer, Karl Andersson, Soumaya Cherkaoui
RL-Based Adaptive Duty Cycle Scheduling in WSN-Based IoT Nets. GLOBECOM (2023)
Zoubeir Mlika, Soumaya Cherkaoui, Jean Frédéric Laprade, Simon Corbeil-Letourneau
User Trajectory Prediction in Mobile Wireless Networks Using Quantum Reservoir Computing. CoRR (2023)
Arash Azarnoush, Oussama Abderrahmane Dambri, Eslin Üstün Karatop, Dimitrios Makrakis, Soumaya Cherkaoui
Simulation and Performance Evaluation of a Bio-Inspired Nanogenerator for Medical Applications. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Wajid Rafique, Abdelhakim Senhaji Hafid, Soumaya Cherkaoui
SoftCaching: A framework for caching node selection and routing in Software-Defined Information Centric Internet of Things. Comput. Networks 235 (2023)
Hajar Moudoud, Wissal Hamhoum, Soumaya Cherkaoui
Strengthening Open Radio Access Networks: Advancing Safeguards Through ZTA and Deep Learning. GLOBECOM (2023)
Soumaya Cherkaoui
Quantum Leap: Exploring the Potential of Quantum Machine Learning for Communication Networks. MSWiM (2023)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui
Modeling Self-Assembly of Polymer-Based Wired Nano-Communication Channel. IEEE Trans. Mol. Biol. Multi Scale Commun. 8 (2) (2022)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Resource Provisioning in Edge Computing for Latency Sensitive Applications. CoRR (2022)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Clustered Vehicular Federated Learning: Process and Optimization. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
Data-Quality Based Scheduling for Federated Edge Learning. CoRR (2022)
Zoubeir Mlika, Soumaya Cherkaoui
Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. CoRR (2022)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC. CoRR (2022)
Andy Triwinarko, Soumaya Cherkaoui, Iyad Dayoub
Performance of PHY/MAC Cross-Layer Design for Next-Generation V2X Applications. IoTaIS (2022)
Zoubeir Mlika, Soumaya Cherkaoui
Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks. CoRR (2022)
Amine Abouaomar, Abdellatif Kobbane, Soumaya Cherkaoui
Matching-Game for User-Fog Assignment. CoRR (2022)
Zoubeir Mlika, Soumaya Cherkaoui
Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach. CoRR (2022)
Hajar Moudoud, Lyes Khoukhi, Soumaya Cherkaoui
Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. CoRR (2022)
Boubakr Nour, Soumaya Cherkaoui
Matching-based Service Offloading for Compute-less Driven IoT Networks. CoRR (2022)
Boubakr Nour, Soumaya Cherkaoui
Unsupervised Data Splitting Scheme for Federated Edge Learning in IoT Networks. CoRR (2022)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
An Overview of Blockchain and 5G Networks. CoRR (2022)
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
Federated Learning for RAN Slicing in Beyond 5G Networks. CoRR (2022)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach. IEEE Syst. J. 16 (4) (2022)
Hajar Moudoud, Zoubeir Mlika, Lyes Khoukhi, Soumaya Cherkaoui
Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. CoRR (2022)
Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
Dynamic SDN-based Radio Access Network Slicing with Deep Reinforcement Learning for URLLC and eMBB Services. CoRR (2022)
Afaf Taïk, Soumaya Cherkaoui
Electrical Load Forecasting Using Edge Computing and Federated Learning. CoRR (2022)
Zoubeir Mlika, Soumaya Cherkaoui
Deep Deterministic Policy Gradient to Minimize the Age of Information in Cellular V2X Communications. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Hajar Moudoud, Soumaya Cherkaoui
Toward Secure and Private Federated Learning for IoT using Blockchain. GLOBECOM (2022)
Amine Abouaomar, Zoubeir Mlika, Abderrahime Filali, Soumaya Cherkaoui, Abdellatif Kobbane
A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks. CoRR (2022)
Boubakr Nour, Soumaya Cherkaoui
How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy. IEEE Netw. 36 (4) (2022)
Abderrahime Filali, Boubakr Nour, Soumaya Cherkaoui, Abdellatif Kobbane
Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning. CoRR (2022)
Andy Triwinarko, Zoubeir Mlika, Soumaya Cherkaoui, Iyad Dayoub
Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X. UNet (2022)
Wajid Rafique, Abdelhakim Senhaji Hafid, Soumaya Cherkaoui
Complementing IoT Services Using Software-Defined Information Centric Networks: A Comprehensive Survey. IEEE Internet Things J. 9 (23) (2022)
Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
Dynamic SDN-Based Radio Access Network Slicing With Deep Reinforcement Learning for URLLC and eMBB Services. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
Towards a Scalable and Trustworthy Blockchain: IoT Use Case. CoRR (2022)
Andy Triwinarko, Soumaya Cherkaoui, Iyad Dayoub
Performance of Radio Access Technologies for Next Generation V2VRU Networks. ICC (2022)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Clustered Vehicular Federated Learning: Process and Optimization. CoRR (2022)
Zoubeir Mlika, Soumaya Cherkaoui
Deep Deterministic Policy Gradient to Minimize the Age of Information in Cellular V2X Communications. CoRR (2022)
Boubakr Nour, Soumaya Cherkaoui, Zoubeir Mlika
Federated Learning and Proactive Computation Reuse at the Edge of Smart Homes. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Ruisong Wang, Weichen Zhu, Gongliang Liu, Ruofei Ma, Di Zhang, Shahid Mumtaz, Soumaya Cherkaoui
Collaborative Computation Offloading and Resource Allocation in Satellite Edge Computing. GLOBECOM (2022)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Data-Aware Device Scheduling for Federated Edge Learning. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
Towards a Secure and Reliable Federated Learning using Blockchain. CoRR (2022)
Amine Abouaomar, Soumaya Cherkaoui, Abdellatif Kobbane, Oussama Abderrahmane Dambri
A Resources Representation For Resource Allocation In Fog Computing Networks. CoRR (2022)
Afaf Taïk, Soumaya Cherkaoui
Federated Edge Learning: Design Issues and Challenges. IEEE Netw. 35 (2) (2021)
Mike Lakoju, Amir Javed, Omer F. Rana, Pete Burnap, Samuelson Tijesunimi Atiba, Soumaya Cherkaoui
"Chatty Devices" and edge-based activity classification. Discov. Internet Things 1 (1) (2021)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC. GLOBECOM (2021)
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
Data-Quality Based Scheduling for Federated Edge Learning. LCN (2021)
Boubakr Nour, Soumaya Cherkaoui
How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy. CoRR (2021)
Andy Triwinarko, Iyad Dayoub, Soumaya Cherkaoui
PHY layer enhancements for next generation V2X communication. Veh. Commun. 32 (2021)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
Towards a Scalable and Trustworthy Blockchain: IoT Use Case. ICC (2021)
Soumaya Cherkaoui
Research Landscape - 6G Networks Research in Europe. IEEE Netw. 35 (6) (2021)
Zoubeir Mlika, Soumaya Cherkaoui
Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks. ICC (2021)
Omer Chughtai, Mubashir Husain Rehmani, Leila Musavian, Sidi-Mohammed Senouci, Soumaya Cherkaoui, Shiwen Mao
IEEE Access Special Section Editorial: Flying Ad Hoc Networks: Challenges, Potentials, Future Applications, and Way Forward. IEEE Access 9 (2021)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Resource Provisioning in Edge Computing for Latency-Sensitive Applications. IEEE Internet Things J. 8 (14) (2021)
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
Data-Aware Device Scheduling for Federated Edge Learning. CoRR (2021)
Amine Abouaomar, Soumaya Cherkaoui, Zoubeir Mlika, Abdellatif Kobbane
Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach. CoRR (2021)
Hajar Moudoud, Lyes Khoukhi, Soumaya Cherkaoui
Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. IEEE Netw. 35 (2) (2021)
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. CoRR (2021)
Boubakr Nour, Soumaya Cherkaoui
A Network-based Compute Reuse Architecture for IoT Applications. CoRR (2021)
Amine Abouaomar, Zoubeir Mlika, Abderrahime Filali, Soumaya Cherkaoui, Abdellatif Kobbane
A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks. LCN (2021)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
Towards a Secure and Reliable Federated Learning using Blockchain. GLOBECOM (2021)
Zoubeir Mlika, Soumaya Cherkaoui
Massive IoT Access With NOMA in 5G Networks and Beyond Using Online Competitiveness and Learning. IEEE Internet Things J. 8 (17) (2021)
Zoubeir Mlika, Soumaya Cherkaoui
Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. IEEE Netw. 35 (3) (2021)
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning. IEEE Wirel. Commun. 28 (6) (2021)
Ahmad Alalewi, Iyad Dayoub, Soumaya Cherkaoui
On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey. IEEE Access 9 (2021)
Zoubeir Mlika, Soumaya Cherkaoui
Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach. Ann. des Télécommunications 76 (9-10) (2021)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui
Design and Evaluation of a Receiver for Wired Nano-Communication Networks. CoRR (2020)
Jihene Rezgui, Émile Gagné, Guillaume Blain, Maximilien Harvey, Olivier St-Pierre, Soumaya Cherkaoui
Open Source Platform for Extended Perception Using Communications and Machine Learning on a Small-Scale Vehicular Testbed. GIIS (2020)
Afaf Taïk, Soumaya Cherkaoui
Federated Edge Learning : Design Issues and Challenges. CoRR (2020)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui
Toward a Wired Ad Hoc Nanonetwork. ICC (2020)
Abderrahime Filali, Amine Abouaomar, Soumaya Cherkaoui, Abdellatif Kobbane, Mohsen Guizani
Multi-Access Edge Computing: A Survey. IEEE Access 8 (2020)
Zoubeir Mlika, Soumaya Cherkaoui
Massive Access in Beyond 5G IoT Networks with NOMA: NP-hardness, Competitiveness and Learning. CoRR (2020)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui
A Physical Channel Model for Wired Nano-Communication Networks. CoRR (2020)
Afaf Taïk, Soumaya Cherkaoui
Electrical Load Forecasting Using Edge Computing and Federated Learning. ICC (2020)
Abderrahime Filali, Zoubeir Mlika, Soumaya Cherkaoui, Abdellatif Kobbane
Preemptive SDN Load Balancing With Machine Learning for Delay Sensitive Applications. IEEE Trans. Veh. Technol. 69 (12) (2020)
Amel Arfaoui, Soumaya Cherkaoui, Ali Kribeche, Sidi Mohammed Senouci
Context-Aware Adaptive Remote Access for IoT Applications. IEEE Internet Things J. 7 (1) (2020)
Mohamed Ayoub Messous, Sidi-Mohammed Senouci, Hichem Sedjelmaci, Soumaya Cherkaoui
A Game Theory Based Efficient Computation Offloading in an UAV Network. IEEE Trans. Veh. Technol. 68 (5) (2019)
Amel Arfaoui, Soumaya Cherkaoui, Ali Kribeche, Sidi Mohammed Senouci, Mohamed Hamdi
Context-Aware Adaptive Authentication and Authorization in Internet of Things. ICC (2019)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. IWCMC (2019)
Hajar Moudoud, Soumaya Cherkaoui, Lyes Khoukhi
An IoT Blockchain Architecture Using Oracles and Smart Contracts: the Use-Case of a Food Supply Chain. PIMRC (2019)
Oussama Abderrahmane Dambri, Soumaya Cherkaoui
Performance Enhancement of Diffusion-based Molecular Communication with Photolysis. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soumaya Cherkaoui