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

no code implementations • 22 Aug 2023 • Alexey Zaytsev, Alex Natekin, Evgeni Vorsin, Valerii Smirnov, Georgii Smirnov, Oleg Sidorshin, Alexander Senin, Alexander Dudin, Dmitry Berestnev

We aim to investigate the current state and dynamics of adversarial attacks and defenses for neural network models that use sequential financial data as the input.