@misc{Sopot_Wojciech_Robustness,
 author={Sopot, Wojciech and Wachel, Paweł and Mzyk, Grzegorz},
 howpublished={online},
 publisher={Zielona Góra: Uniwersytet Zielonogórski},
 language={eng},
 abstract={The aim of this work is to find a compromise between the accuracy of reproducing the behaviour of a nominal (Wiener-type) object examined in a laboratory under noise-free conditions and its robustness to intentional external attacks disrupting the input signal. By linearizing the model at the operating points and replacing the computationally expensive minimax optimization criterion with a simpler one, we construct a technique that leads to models robust to adversarial attacks of bounded intensity. Simulation experiments demonstrate the robustness of the obtained models against adversarial disruptions, highlighting the metod`s potential applications in fields requiring high resilience, such as control systems and safety-critical environments},
 type={artykuł},
 title={Robustness enhancement of a dynamic object model against adversarial attacks},
 keywords={nonlinear dynamic systems, adversarial attacks, error-in-variables, Wiener model, robustness},
}