Automatic generation of simulink models to find bugs in a cyber-physical system tool chain using deep learning

Author:

Shrestha Sohil Lal1

Affiliation:

1. University of Texas at Arlington

Publisher

ACM

Reference17 articles.

1. Martin Abadi et al. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. (2015). http://tensorflow.org/Software_available_from_tensorflow.org. Martin Abadi et al. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. (2015). http://tensorflow.org/Software_available_from_tensorflow.org.

2. François Chollet et al. 2015. Keras. https://keras.io. (2015). François Chollet et al. 2015. Keras. https://keras.io. (2015).

3. Automatically finding bugs in commercial cyber-physical system development tool chains

4. Automatically finding bugs in a commercial cyber-physical system development tool chain with SLforge

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1. ScoutSL: An Open-Source Simulink Search Engine;2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C);2023-10-01

2. PhyFu: Fuzzing Modern Physics Simulation Engines;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11

3. Harnessing Large Language Models for Simulink Toolchain Testing and Developing Diverse Open-Source Corpora of Simulink Models for Metric and Evolution Analysis;Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis;2023-07-12

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