2 papers
cs.CR2024
Reconstructing training data from document understanding models
Jérémie Dentan, Arnaud Paran, Aymen Shabou
Document understanding models are increasingly employed by companies to supplant humans in processing sensitive documents, such as invoices, tax notices, or even ID cards. However,…
cs.CV2023
Evaluating Adversarial Robustness on Document Image Classification
Timothée Fronteau, Arnaud Paran, Aymen Shabou
Adversarial attacks and defenses have gained increasing interest on computer vision systems in recent years, but as of today, most investigations are limited to images. However, ma…