Prophecy infers formal properties of feed-forward neural networks by extracting rules from neuron activation patterns that imply desirable output behaviors.
In: The Eleventh International Conference on Learning Represen- tations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023
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Prophecy: Inferring Formal Properties from Neuron Activations
Prophecy infers formal properties of feed-forward neural networks by extracting rules from neuron activation patterns that imply desirable output behaviors.