Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation

Author:

Quaye Jessica1ORCID,Parrish Alicia2ORCID,Inel Oana3ORCID,Rastogi Charvi4ORCID,Kirk Hannah Rose5ORCID,Kahng Minsuk4ORCID,Van Liemt Erin4ORCID,Bartolo Max6ORCID,Tsang Jess4ORCID,White Justin4ORCID,Clement Nathan7ORCID,Mosquera Rafael8ORCID,Ciro Juan8ORCID,Janapa Reddi Vijay9ORCID,Aroyo Lora4ORCID

Affiliation:

1. Harvard University, USA

2. Google, United States of America

3. University of Zürich, Switzerland

4. Google, USA

5. University of Oxford, United Kingdom

6. University College London, Cohere, United Kingdom

7. Google, United Kingdom

8. ML Commons, Colombia

9. Harvard University, United States of America

Publisher

ACM

Reference59 articles.

1. [n. d.]. 4chan. https://www.4chan.org/ [Accessed on 10/01/2024 ].

2. [n. d.]. Lexica. https://www.lexica.art/ [Accessed on 10/01/2024 ].

3. 2023. Nudity and sexual activity: publisher and creator guidelines - Guidelines for safe respectful behavior. https://www.facebook.com/business/help/725672454452774?id=208060977200861 Accessed on 12/04/23.

4. 2023. The X Rules: safety privacy authenticity and more. https://help.twitter.com/en/rules-and-policies/x-rules Accessed on 12/04/23.

5. Lora Aroyo and Praveen Paritosh. [n. d.]. Uncovering Unknown Unknowns in Machine Learning. https://ai.googleblog.com/2021/02/uncovering-unknown-unknowns-in-machine.html

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