1 code implementation • 19 Jun 2023 • Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti
In this paper, we introduce BNN-DP, an efficient algorithmic framework for analysis of adversarial robustness of Bayesian Neural Networks (BNNs).
no code implementations • 11 Mar 2022 • Steven Adams, Morteza Lahijanian, Luca Laurenti
Neural networks (NNs) are emerging as powerful tools to represent the dynamics of control systems with complicated physics or black-box components.