TopoReformer: Mitigating Adversarial Attacks Using Topological Purification in OCR Models

Bhagyesh Kumar, A S Aravinthakashan, Akshat Satyanarayan +2

Adversarially perturbed images of text can cause sophisticated OCR systems to produce misleading or incorrect transcriptions from seemingly invisible changes to humans. Some of the…