| Title | Applying the Experience of Artificial Intelligence Methods for Information Systems Cyber Protection at Industrial Control Systems |
| Publication Type | Conference Paper |
| Year of Publication | 2021 |
| Authors | Trifonov, Roumen, Manolov, Slavcho, Yoshinov, Radoslav, Tsochev, Georgy, Pavlova, Galya |
| Conference Name | 2021 25th International Conference on Circuits, Systems, Communications and Computers (CSCC) |
| Keywords | artificial intelligence, cyber-security, fourth industrial revolution, industrial control, industrial control systems, Instruments, interoperability, Intrusion detection, IT/OT convergence, Market research, pubcrawl, Resiliency, Scalability, scalable systems, standardization |
| Abstract | The rapid development of the Industry 4.0 initiative highlights the problems of Cyber-security of Industrial Computer Systems and, following global trends in Cyber Defense, the implementation of Artificial Intelligence instruments. The authors, having certain achievement in the implementation of Artificial Intelligence tools in Cyber Protection of Information Systems and, more precisely, creating and successfully experimenting with a hybrid model of Intrusion Detection and Prevention System (IDPS), decided to study and experiment with the possibility of applying a similar model to Industrial Control Systems. This raises the question: can the experience of applying Artificial Intelligence methods in Information Systems, where this development went beyond the experimental phase and has entered into the real implementation phase, be useful for experimenting with these methods in Industrial Systems. |
| DOI | 10.1109/CSCC53858.2021.00012 |
| Citation Key | trifonov_applying_2021 |
Applying the Experience of Artificial Intelligence Methods for Information Systems Cyber Protection at Industrial Control Systems