arXiv Open Access 2024

An Art-centric perspective on AI-based content moderation of nudity

Piera Riccio Georgina Curto Thomas Hofmann Nuria Oliver

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Abstrak

At a time when the influence of generative Artificial Intelligence on visual arts is a highly debated topic, we raise the attention towards a more subtle phenomenon: the algorithmic censorship of artistic nudity online. We analyze the performance of three "Not-Safe-For-Work'' image classifiers on artistic nudity, and empirically uncover the existence of a gender and a stylistic bias, as well as evident technical limitations, especially when only considering visual information. Hence, we propose a multi-modal zero-shot classification approach that improves artistic nudity classification. From our research, we draw several implications that we hope will inform future research on this topic.

Topik & Kata Kunci

cs.CV cs.SI

Penulis (4)

Piera Riccio

Georgina Curto

Thomas Hofmann

Nuria Oliver

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Riccio, P., Curto, G., Hofmann, T., Oliver, N. (2024). An Art-centric perspective on AI-based content moderation of nudity. https://arxiv.org/abs/2409.17156

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Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓