Neural Network Robustness as a Verification Property: A Principled Case Study
Authors: Marco Casadio, Ekaterina Komendantskaya, Matthew L. Daggitt, Wen Kokke, Guy Katz, Guy Amir and Idan Refaeli
Paper Information
Title: | Neural Network Robustness as a Verification Property: A Principled Case Study |
Authors: | Marco Casadio, Ekaterina Komendantskaya, Matthew L. Daggitt, Wen Kokke, Guy Katz, Guy Amir and Idan Refaeli |
Proceedings: | CAV 2022 All Papers |
Editors: | Yakir Vizel, Sharon Shoham and Hari Govind Vediramana Krishnan |
Keywords: | Neural Networks, Adversarial Training, Robustness, Verification |
Pages: | 13 |
Talk: | Aug 07 15:20 (Session 90A: Formal Methods for Neural Networks) |
Paper: |