Cognitive-Inspired Multimodal Deepfake Detection Using Privacy-Preserving Federated Intelligence
This research proposes a privacy-preserving, federated learning-based deep-fake detection framework that facilitates secure, decentralized training across heterogeneous devices and affirm that combining multimodal feature learning with federated intelligence offers a powerful and ethically aligned solution to emerging...