Poison Ink: A Stealthy, Robust, General, Invisible and Flexible Backdoor Attack Method

While the progress and power of deep neural networks (DNNs) have accelerated the development of applications such as facial and object recognition, DNNs are known to be vulnerable to a variety of attack strategies. One of the most cunning is backdoor attacks, which can corrupt a training dataset and cause DNNs to produce consistent and…