TeDA: A Testing Framework for Data Usage Auditing in Deep Learning Model Development

Author:

Gao Xiangshan1ORCID,Chen Jialuo2ORCID,Wang Jingyi2ORCID,Shi Jie3ORCID,Cheng Peng2ORCID,Chen Jiming4ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China / Huawei Technology, Shanghai, China

2. Zhejiang University, Hangzhou, China

3. Huawei International, Singapore, Singapore

4. Zhejiang University, Hangzhou, China / Hangzhou Dianzi University, Hangzhou, China

Publisher

ACM

Reference57 articles.

1. [n. d.]. https://edition.cnn.com/2020/02/26/tech/clearview-ai-hack/index.html

2. 2022. GitHub Copilot sets off AI alarm bells. https://www.theregister.com/2022/11/11/githubs_copilot_opinion/

3. 2023. AI Art Copyright Lawsuit. https://www.theverge.com/2023/2/6/23587393/ai-art-copyright-lawsuit-getty-images-stable-diffusion

4. Anish Athalye, Logan Engstrom, Andrew Ilyas, and Kevin Kwok. 2018. Synthesizing robust adversarial examples. In International conference on machine learning. 284–293.

5. William H Beyer. 2019. Handbook of tables for probability and statistics. Crc Press.

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