QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media
This paper introduces QCNN-MFND, a quantum machine learning approach for fake news detection that leverages quantum convolutional neural networks with angle and amplitude encoding schemes to process multimodal features from text and images, demonstrating superior performance on benchmark datasets.