Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models

arXiv:2404.12104v1 Announce Type: cross
Abstract: The burgeoning landscape of text-to-image models, exemplified by innovations such as Midjourney and DALLE 3, has revolutionized content creation across diverse sectors. However, these advancements bring forth critical ethical concerns, particularly with the misuse of open-source models to generate content that violates societal norms. Addressing this, we introduce Ethical-Lens, a framework designed to facilitate the value-aligned usage of text-to-image tools without necessitating internal model revision. Ethical-Lens ensures value alignment in text-to-image models across toxicity and …

arxiv cs.cl cs.cv cs.lg ethical image lens text text-to-image type