Ashwin Sekhari

On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses

Clustering models constitute a class of unsupervised machine learning methods which are used in a number of application pipelines, and play a vital role in modern data science. With recent advancements in deep learning-- deep clustering models have emerged as the current state-of-the-art over tradit…