Yanghang Zheng

Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework

Deep Multi-view Clustering (DMVC) stands out as a widely adopted technique aiming at enhanced clustering performance by leveraging diverse data sources. However, the critical issue of vulnerability to adversarial attacks is unexplored due to the lack of well-defined attack objectives. To fill this c…