Suwon Lee

Privacy-Preserving Argumentative Explanations (Student Abstract)

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

We propose a framework for privacy-preserving argumentative explanations using homomorphic encryption. This method applies the Cheon-Kim-Kim-Song scheme, along with a soft k-means adapted for encrypted computation, to generate explanations without exposing sensitive data. By leveraging …