DeepMem: ML Models as storage channels and their (mis-)applications

no code implementations • 17 Jul 2023 • Md Abdullah Al Mamun, Quazi Mishkatul Alam, Erfan Shaigani, Pedram Zaree, Ihsen Alouani, Nael Abu-Ghazaleh

In this paper, we propose a novel information theoretic perspective of the problem; we consider the ML model as a storage channel with a capacity that increases with overparameterization.

Data Augmentation