Multimodal Large Language Models: Uncovering Security Vulnerabilities and Potential Perils of Image Inputs

Multimodal Large Language Models (MLLMs) face significant security challenges due to the incorporation of image modalities, which provide attackers with expansive vulnerabilities to exploit for covert and harmful attacks.