KAN Do? No KAN Do? Adversarial Robustness of Kolmogorov-ArnoldNetworks

How robust are the recently introduced Kolmogorov-Arnold
Networks to adversarial attacks?AI-generated image (craiyon)Multilayer Perceptrons (MLPs)

Multilayer Perceptrons (MLPs) are a class of feedforward artificial neural networks that consist of multiple layers of nodes, typically organized into an input layer, one or more hidden layers, and an output layer. Each node in one layer is connected to every node in the subsequent layer, with weights assigned to these connections, which are adjusted du...