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

Junyi Guan, Abhijith Sharma, Chong Tian +1

Spiking Neural Networks (SNNs) are increasingly explored for their energy efficiency and robustness in real-world applications, yet their privacy risks remain largely unexamined. I…