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Input Validation for Neural Networks via Runtime Local Robustness
  Verification
v1v2 (latest)

Input Validation for Neural Networks via Runtime Local Robustness Verification

9 February 2020
Jiangchao Liu
Liqian Chen
A. Miné
Ji Wang
    AAML
ArXiv (abs)PDFHTML

Papers citing "Input Validation for Neural Networks via Runtime Local Robustness Verification"

3 / 3 papers shown
Enhancing System Self-Awareness and Trust of AI: A Case Study in Trajectory Prediction and Planning
Enhancing System Self-Awareness and Trust of AI: A Case Study in Trajectory Prediction and Planning
Lars Ullrich
Zurab Mujirishvili
Knut Graichen
288
2
0
25 Apr 2025
Safety Monitoring of Machine Learning Perception Functions: a Survey
Safety Monitoring of Machine Learning Perception Functions: a SurveyInternational Conference on Climate Informatics (ICCI), 2024
Raul Sena Ferreira
Joris Guérin
Kevin Delmas
Jérémie Guiochet
H. Waeselynck
485
8
0
09 Dec 2024
Benchmarking Safety Monitors for Image Classifiers with Machine Learning
Benchmarking Safety Monitors for Image Classifiers with Machine Learning
Raul Sena Ferreira
J. Arlat
Jérémie Guiochet
H. Waeselynck
247
27
0
04 Oct 2021
1
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