Brian Pulfer*

Robustness Tokens: Towards Adversarial Robustness of Transformers

"Recently, large pre-trained foundation models have become widely adopted by machine learning practitioners for a multitude of tasks. Given that such models are publicly available, relying on their use as backbone models for downstream tasks might result in high vulnerability to adversarial attacks…