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math.OC2025

Distributional Adversarial Attacks and Training in Deep Hedging

Guangyi He, Tobias Sutter, Lukas Gonon

In this paper, we study the robustness of classical deep hedging strategies under distributional shifts by leveraging the concept of adversarial attacks. We first demonstrate that…