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

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