# Spiking Neural Networks Are Harder to Steal: A Benchmark Study of Model Stealing Attacks

> 全文为英语

**Published:** 2026年10月28日
**Author:** Ayana Moshruba, Maryam Parsa
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/spiking-neural-networks-are-harder-to-steal-a-benchmark-study-of-model-s

arXiv:2610.36298v1 Announce Type: new Abstract: Machine learning models deployed behind query interfaces expose more than their predictions, because an adversary can use those predictions to rebuild the model itself. Model stealing attacks (MSAs) exploit this exposure by…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.36298)

**标签：** #arXiv

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