Prompt injection via images is a sophisticated technique where malicious or unintended commands are embedded into visual data to manipulate AI systems. By encoding prompts in an image, attackers exploit the ability of AI models to extract textual information from visuals, leading to the potential execution of unintended actions or behaviors. This method poses a significant challenge as it combines elements of adversarial attacks with the subtlety of steganography, making detection and prevention more difficult. Prompt injection in images underscores the need for robust safeguards in AI systems, particularly in applications like computer vision, where the integration of text and visual data is common.