Financial Fraud Detection using Quantum Graph Neural Networks

Financial Fraud Detection using Quantum Graph Neural Networks

3 September 2023

Nouhaila Innan

Abhishek Sawaika

Siddhant Dutta

Muhammad Al-Zafar Khan

Ioannis Theodonis

Papers citing "Financial Fraud Detection using Quantum Graph Neural Networks"

16 / 16 papers shown

Title
Toward Practical Quantum Machine Learning: A Novel Hybrid Quantum LSTM for Fraud Detection Rushikesh Ubale Sujan K.K. Sangram Deshpande Gregory T. Byrd 31 0 0 30 Apr 2025
QFDNN: A Resource-Efficient Variational Quantum Feature Deep Neural Networks for Fraud Detection and Loan Prediction Subham Das Ashtakala Meghanath Bikash K. Behera Shahid Mumtaz Saif Al-Kuwari Ahmed Farouk 21 0 0 28 Apr 2025
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction Prashant Kumar Choudhary Nouhaila Innan Muhammad Shafique Rajeev Singh AIFin 49 0 0 19 Mar 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset Haider Asif Abdul Basit Nouhaila Innan Muhammad Kashif Alberto Marchisio Muhammad Shafique Muhammad Shafique 72 1 0 04 Mar 2025
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 51 60 0 24 Dec 2024
Predicting Water Quality using Quantum Machine Learning: The Case of the Umgeni Catchment (U20A) Study Region Muhammad Al-Zafar Khan Jamal N. Al-Karaki Marwan Omar 58 1 0 27 Nov 2024
Cybercrime Prediction via Geographically Weighted Learning Muhammad Al-Zafar Khan Jamal N. Al-Karaki Emad Mahafzah 23 1 0 07 Nov 2024
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach Shelei Li Yong Chai Tan Tai Vincent 26 0 0 04 Nov 2024
Graph Neural Networks for Financial Fraud Detection: A Review Dawei Cheng Yao Zou Sheng Xiang Changjun Jiang AI4TS 38 9 0 01 Nov 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 34 0 0 12 Aug 2024
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction Siddhant Dutta Nouhaila Innan Alberto Marchisio Sadok Ben Yahia Muhammad Shafique AIFin 36 5 0 06 Aug 2024
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection Nouhaila Innan Alberto Marchisio Muhammad Shafique Mohamed Bennai 26 11 0 03 Apr 2024
FedQNN: Federated Learning using Quantum Neural Networks Nouhaila Innan Muhammad Al-Zafar Khan Alberto Marchisio Muhammad Shafique Mohamed Bennai FedML 32 12 0 16 Mar 2024
A unifying primary framework for quantum graph neural networks from quantum graph states Ammar Daskin GNN 30 1 0 20 Feb 2024
Enhancing Quantum Support Vector Machines through Variational Kernel Training Nouhaila Innan Muhammed Al-Zafar Khan Biswaranjan Panda Mohamed Bennai VLM 14 26 0 10 May 2023
Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction Cenk Tüysüz C. Rieger Kristiane Novotny B. Demirköz D. Dobos K. Potamianos S. Vallecorsa J. Vlimant Richard Forster 99 52 0 26 Sep 2021