Ruihang Ji

Selective Consistency Gradient Attack: Resolving Multi-Target Gradient Conflicts in Object Detection

Adversarial attack adds an imperceptible perturbation on images to fool a model. Though existing adversarial attack methods have demonstrated great success in image classification tasks, they suffer inferior attack performances on object detection. We find that there exists multi-target gradient con…