Adversarial Robustness For Embedded Vision Systems | by Swarnava Dey | Jun, 2022
What are adversarial attacks and How to protect your embedded devices from thoseImage by authorA Quick IntroWith very limited options for adversarially robust Deep Neural Networks (DNN) for Embedded Systems, this article attempts to provide a primer on the field and explores some ready-to-use frameworks.What is an adversarially robust DNN?Deep Neural Networks have democratized machine learning and inference. There are two primary reasons for that. Firstly, we do not need to find and engineer features from the target…