Adversarial Attacks Exploit Document AI Vulnerabilities

This research highlights a critical security concern for document understanding systems, specifically the vulnerability to adversarial attacks that can generate incorrect answers. The study's focus on OCR-free document visual question answering reveals the need for robust defenses against manipulation.