Krzysztof Zarzycki

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Attack Detection

Testing Process

Top Venues

Publications

Piotr M. Marusak, Robert Nebeluk, Andrzej Wojtulewicz, Krzysztof Cabaj, Patryk Chaber, Maciej Lawrynczuk, Sebastian Plamowski, Krzysztof Zarzycki
Efficient Cyberattack Detection Methods in Industrial Control Systems. Sensors 24 (12) (2024)
Krzysztof Zarzycki, Patryk Chaber, Krzysztof Cabaj, Maciej Lawrynczuk, Piotr M. Marusak, Robert Nebeluk, Sebastian Plamowski, Andrzej Wojtulewicz
Forgery Cyber-Attack Supported by LSTM Neural Network: An Experimental Case Study. Sensors 23 (15) (2023)
Krzysztof Zarzycki, Maciej Lawrynczuk
Long Short-Term Memory Neural Networks for Modeling Dynamical Processes and Predictive Control: A Hybrid Physics-Informed Approach. Sensors 23 (21) (2023)
Krzysztof Zarzycki, Maciej Lawrynczuk
Physics-Informed Hybrid Neural Network Model for MPC: A Fuzzy Approach. PCC (1) (2023)
Krzysztof Zarzycki, Patryk Chaber, Krzysztof Cabaj, Maciej Lawrynczuk, Piotr M. Marusak, Robert Nebeluk, Sebastian Plamowski, Andrzej Wojtulewicz
GAN Neural Networks Architectures for Testing Process Control Industrial Network Against Cyber-Attacks. IEEE Access 11 (2023)
Krzysztof Zarzycki, Maciej Lawrynczuk
Advanced predictive control for GRU and LSTM networks. Inf. Sci. 616 (2022)
Patryk Chaber, Pawel D. Domanski, Daniel Dabrowski, Maciej Lawrynczuk, Robert Nebeluk, Sebastian Plamowski, Krzysztof Zarzycki
Digital Twins in the Practice of High-Energy Physics Experiments: A Gas System for the Multipurpose Detector. Sensors 22 (2) (2022)
Krzysztof Zarzycki, Maciej Lawrynczuk
Fast Nonlinear Model Predictive Control Using LSTM Networks: A Model Linearisation Approach. MED (2022)
Krzysztof Zarzycki, Maciej Lawrynczuk
Fast Real-Time Model Predictive Control for a Ball-on-Plate Process. Sensors 21 (12) (2021)
Krzysztof Zarzycki, Maciej Lawrynczuk
LSTM and GRU Neural Networks as Models of Dynamical Processes Used in Predictive Control: A Comparison of Models Developed for Two Chemical Reactors. Sensors 21 (16) (2021)
Krzysztof Zarzycki, Maciej Lawrynczuk
Development and Modelling of a Laboratory Ball on Plate Process. KKA (2020)