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On neural network equivalence checking using SMT solvers

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Publication:2112128
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DOI10.1007/978-3-031-15839-1_14OpenAlexW4293399511MaRDI QIDQ2112128

Stavros Tripakis, Panagiotis Katsaros, Charis Eleftheriadis, Nikolaos Kekatos

Publication date: 18 January 2023

Full work available at URL: https://arxiv.org/abs/2203.11629

zbMATH Keywords

verificationneural networkequivalence checkingSMT


Mathematics Subject Classification ID

Theory of computing (68Qxx)



Uses Software

  • ImageNet


Cites Work

  • Unnamed Item
  • Unnamed Item
  • Unnamed Item
  • Hierarchical multi-label classification using local neural networks
  • A survey of safety and trustworthiness of deep neural networks: verification, testing, adversarial attack and defence, and interpretability
  • Reluplex: an efficient SMT solver for verifying deep neural networks
  • An SMT-based approach for verifying binarized neural networks
  • Decision procedures. An algorithmic point of view. With foreword by Randal E. Bryant
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