The proliferation of these apps has led to significant societal and personal dangers:
: Using training data (predominantly images of women), the AI generates synthetic skin textures, lighting, and anatomy to replace the clothing. Clothing Removal : Altering an existing photo of a clothed person. AI Nude Generation Undress AI
These tools do not actually "see through" clothing. Instead, they use deep learning models—typically Generative Adversarial Networks (GANs) diffusion models The proliferation of these apps has led to
: Superimposing a subject's face onto existing explicit content. Kudy z nudy Key Risks and Harms While some marketing framed these tools as "artistic"
—to predict and reconstruct what a body might look like underneath. Kudy z nudy Image Analysis
. While some marketing framed these tools as "artistic" or "creative" for designers, their primary real-world application has been identified as a form of image-based sexual abuse (IBSA) and gender-based violence. How Undress AI Works
: Creating entirely synthetic sexual scenes using a person's face as a prompt. Face Swapping