Mohamed Bennai

According to our database, Mohamed Bennai authored at least 18 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

GuiderNet: A Meta-Learning Framework for Optimizing Quantum Circuit Geometry and Mitigating Barren Plateaus.

Marwan Ait Haddou, Mohamed Bennai

CoRR, June, 2025

HQCM-EBTC: A Hybrid Quantum-Classical Model for Explainable Brain Tumor Classification.

Marwan Ait Haddou, Mohamed Bennai

CoRR, June, 2025

QFAL: Quantum Federated Adversarial Learning.

Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique

CoRR, February, 2025

Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy.

Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique

Proceedings of the 31st IEEE International Symposium on On-Line Testing and Robust System Design, 2025

2024

Financial fraud detection using quantum graph neural networks.

Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai

Quantum Mach. Intell., June, 2024

Quantum state tomography using quantum machine learning.

Nouhaila Innan, Owais Ishtiaq Siddiqui, Shivang Arora, Tamojit Ghosh, Yasemin Poyraz Koçak, Dominic Paragas, Abdullah Al Omar Galib, Muhammad Al-Zafar Khan, Mohamed Bennai

Quantum Mach. Intell., June, 2024

Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection.

Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai

CoRR, 2024

LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks.

Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique

CoRR, 2024

QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection.

Nouhaila Innan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai

CoRR, 2024

Quantum Support Vector Machine for Prostate Cancer Detection: A Performance Analysis.

Walid El Maouaki, Taoufik Said, Mohamed Bennai

CoRR, 2024

AdvQuNN: A Methodology for Analyzing the Adversarial Robustness of Quanvolutional Neural Networks.

Walid El Maouaki, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique

Proceedings of the IEEE International Conference on Quantum Software, 2024

Quantum Clustering for Cybersecurity.

Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

FedQNN: Federated Learning using Quantum Neural Networks.

Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Enhancing quantum support vector machines through variational kernel training.

Nouhaila Innan, Muhammad Al-Zafar Khan, Biswaranjan Panda, Mohamed Bennai

Quantum Inf. Process., October, 2023

Dynamics of one two-level-atom interacting with a multiplecavity modes.

Taoufik Said, Abdelhaq Chouikh, Zoubida Sakhi, Mohamed Bennai

Quantum Inf. Comput., September, 2023

Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models.

Nouhaila Innan, Muhammad Al-Zafar Khan, Mohamed Bennai

CoRR, 2023

Simulation of a Variational Quantum Perceptron using Grover's Algorithm.

Nouhaila Innan, Mohamed Bennai

CoRR, 2023

2016

Realizing an N-two-qubit quantum logic gate in a cavity QED with nearest qubit-qubit interaction.

Taoufik Said, Abdelhaq Chouikh, Karima Essammouni, Mohamed Bennai

Quantum Inf. Comput., 2016