How do we keep AI safe from adversaries?

In the era of Artificial Intelligence, there are several security challenges to keep the machine learning model secure from adversaries. The goal of this paper is to find the solutions to keep AI safe from adversaries. The focus will be on the techniques to defence the adversaries using multi-step approaches. I will begin by explaining what is adversarial in AI and what are the intentions. Then I will explain the taxonomy of it along with strategies.