no code implementations • 1 Mar 2024 • Milin Zhang, Mohammad Abdi, Shahriar Rifat, Francesco Restuccia
As such, in this paper we formulate and investigate the resilience of entropy models to intentional interference (e. g., adversarial attacks) and unintentional interference (e. g., weather changes and motion blur).
1 code implementation • 29 Sep 2023 • Milin Zhang, Mohammad Abdi, Francesco Restuccia
Our experimental results support our theoretical findings by showing that the compressed latent representations can reduce the success rate of adversarial attacks by 88% in the best case and by 57% on the average compared to attacks to the input space.