Designing an attack-defense game: how to increase robustness of financial transaction models via a competition

Alexey Zaytsev, Maria Kovaleva, Alex Natekin +7

Banks routinely use neural networks to make decisions. While these models offer higher accuracy, they are susceptible to adversarial attacks, a risk often overlooked in the context…