On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis

Junyi Guan, Abhijith Sharma, Chong Tian, Salem Lahlou. On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis. In Silvia Chiappa, Sara Magliacane, editors, Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. Volume 286 of Proceedings of Machine Learning Research, pages 1586-1599, PMLR, 2025. [doi]

Abstract

Abstract is missing.