ICSML: Industrial Control Systems ML Framework for native inference using IEC 61131-3 code

Author:

Doumanidis Constantine1ORCID,Rajput Prashant Hari Narayan2ORCID,Maniatakos Michail1ORCID

Affiliation:

1. New York University Abu Dhabi, United Arab Emirates

2. Tandon School of Engineering, New York University, USA

Publisher

ACM

Reference54 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. Understanding the operation of industrial MSF plants Part I: Stability and steady-state analysis

3. Embedding Encryption and Machine Learning Intrusion Prevention Systems on Programmable Logic Controllers

4. Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems

5. Beckhoff. 2019. Beckhoff TwinCAT Machine Learning. https://www.beckhoff.com/en-en/products/automation/twincat-3-machine-learning/ Beckhoff. 2019. Beckhoff TwinCAT Machine Learning. https://www.beckhoff.com/en-en/products/automation/twincat-3-machine-learning/

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