CW Attack Detection

2 papers with code • 0 benchmarks • 0 datasets

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Most implemented papers

Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency

sohaib730/argos-adversarial_detection 25 Sep 2021

To this end, Argos first amplifies the discrepancies between the visual content of an image and its misclassified label induced by the attack using a set of regeneration mechanisms and then identifies an image as adversarial if the reproduced views deviate to a preset degree.

Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection

adverml/multilid 13 Dec 2022

Convolutional neural networks (CNN) define the state-of-the-art solution on many perceptual tasks.