Novel poisoning attacks for clustering methods via robust feature generation

Chen Zhang, Zhuo Tang

Abstract: Highlights•Craft adversarial examples against the K-means model and GMM at decision time.•Data poisoning attack against deep clustering models.•Make personal data unlearnable for clustering models.