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

**Published:** October 28, 2026
**Author:** Ayana Moshruba, Maryam Parsa
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.36298)

**Tags:** #arXiv

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