Textual Inversion을 활용한 Adversarial Prompt 생성 기반 Text-to-Image 모델에 대한 멤버십 추론 공격
Vol. 33, No. 6, pp. 1111-1123,
12월.
2023
10.13089/JKIISC.2023.33.6.1111,
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Keywords: Generative Model, Text-to-Image Model, Membership Inference Attack, Adversarial Prompt, Textual Inversion
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Keywords: Generative Model, Text-to-Image Model, Membership Inference Attack, Adversarial Prompt, Textual Inversion
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[IEEE Style]
오윤주, 최대선, 박소희, "Membership Inference Attack against Text-to-Image Model Based on Generating Adversarial Prompt Using Textual Inversion," Journal of The Korea Institute of Information Security and Cryptology, vol. 33, no. 6, pp. 1111-1123, 2023. DOI: 10.13089/JKIISC.2023.33.6.1111.
[ACM Style]
오윤주, 최대선, and 박소희. 2023. Membership Inference Attack against Text-to-Image Model Based on Generating Adversarial Prompt Using Textual Inversion. Journal of The Korea Institute of Information Security and Cryptology, 33, 6, (2023), 1111-1123. DOI: 10.13089/JKIISC.2023.33.6.1111.