On the Vulnerability of Hyperdimensional Computing-Based Classifiers to Adversarial Attacks

Hyperdimensional computing (HDC) has been emerging as a brain-inspired in-memory computing architecture, exhibiting ultra energy efficiency, low latency and strong robustness against hardware-induced bit errors. Nonetheless, state-of-the-art designs for H