# images
8 articlestagged with “images”
Steganographic Payload Embedding in Images
Hide prompt injection payloads in images using steganographic techniques undetectable to human observers.
Injecting Text via Images to VLMs
Embed adversarial text in images that vision-language models read and follow as instructions.
Image Steganography for AI Attacks
Using steganographic techniques to embed adversarial payloads in images that evade human inspection and automated detection while influencing AI model behavior.
Image-Based Prompt Injection Attacks
Comprehensive techniques for injecting adversarial prompts through images, covering typographic injection, steganographic embedding, and visual payload delivery against multimodal AI systems.
Adversarial Image Examples for VLMs
Pixel-level perturbations that change VLM behavior, including PGD attacks on vision encoders, transferable adversarial images, and patch attacks.
Image-Based Prompt Injection (Attack Walkthrough)
Embedding text instructions in images that vision models read, enabling prompt injection through the visual modality to bypass text-only input filters and safety mechanisms.
Multi-Image Chaining
Chaining prompt injection payloads across multiple images in a conversation to deliver complex attacks that evade per-image content filters and build injection context progressively.
Steganographic Payload Delivery
Hiding prompt injection payloads in images using steganographic techniques, delivering adversarial instructions through pixel-level modifications invisible to human observers.