Search Results for author: Mohammad Abdi

Found 2 papers, 1 papers with code

Resilience of Entropy Model in Distributed Neural Networks

no code implementations1 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).

Edge-computing

Adversarial Machine Learning in Latent Representations of Neural Networks

1 code implementation29 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.

Adversarial Robustness Edge-computing

Cannot find the paper you are looking for? You can Submit a new open access paper.