Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption

Zhizheng Lai, Yufei Zhou, Peijia Zheng +1

The recently proposed Kolmogorov-Arnold Networks (KANs) offer enhanced interpretability and greater model expressiveness. However, KANs also present challenges related to privacy l…