Virtually Assured Amplification Attack Exposes Vulnerabilities of Probabilistic Copyright Protection for Text-to-Image Generative Models

The proposed Virtually Assured Amplification Attack (VA3) framework significantly amplifies the probability of generating copyright-infringing content on text-to-image generative models with probabilistic copyright protection mechanisms.