3 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…
cs.CV2023
DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents
Mohamed Dhouib, Ghassen Bettaieb, Aymen Shabou
Information Extraction from visually rich documents is a challenging task that has gained a lot of attention in recent years due to its importance in several document-control based…