IEEE

Fusion of XAI and LLM: Automatic Topic Name Extraction from Text Data Using Approximate Inverse Model Explanations (AIME)

Abstract: In this paper, we propose an automatic topic-name extraction method that combines explainable AI (XAI) and a large language model (LLM) for text datasets. In the past, topic models such as ...
IEEE

FedUIMF: Unambiguous and Imperceptible Model Fingerprinting for Secure Federated Learning on Consumer Electronic Devices

Abstract: The proliferation of consumer electronic devices has generated massive volumes of decentralized data, yet centralized training methods may potentially infringe on privacy. Consequently, ...