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UR4NNV: Neural Network Verification, Under-approximation Reachability
  Works!

UR4NNV: Neural Network Verification, Under-approximation Reachability Works!

23 January 2024
Zhen Liang
Taoran Wu
Ran Zhao
Bai Xue
Ji Wang
Wenjing Yang
Shaojun Deng
Wanwei Liu
    AAML
ArXivPDFHTML

Papers citing "UR4NNV: Neural Network Verification, Under-approximation Reachability Works!"

3 / 3 papers shown
Title
Open- and Closed-Loop Neural Network Verification using Polynomial
  Zonotopes
Open- and Closed-Loop Neural Network Verification using Polynomial Zonotopes
Niklas Kochdumper
Christian Schilling
Matthias Althoff
Stanley Bak
28
33
0
06 Jul 2022
Output Reachable Set Estimation and Verification for Multi-Layer Neural
  Networks
Output Reachable Set Estimation and Verification for Multi-Layer Neural Networks
Weiming Xiang
Hoang-Dung Tran
Taylor T. Johnson
88
292
0
09 Aug 2017
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
240
1,837
0
03 Feb 2017
1