How to Backdoor Diffusion Models?

Author:

Chou Sheng-Yen1,Chen Pin-Yu2,Ho Tsung-Yi2

Affiliation:

1. National Tsing Hua University,Hsinchu,R.O.C (Taiwan)

2. The Chinese University of Hong Kong,Sha Tin,Hong Kong

Publisher

IEEE

Reference42 articles.

1. ProDiff

2. FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis

3. Score-based generative modeling through stochastic differential equations;song;ICLRE,0

4. Guided-tts: A diffusion model for text-to-speech via classifier guidance;kim;ICML,0

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2. Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models;2024 IEEE Symposium on Security and Privacy (SP);2024-05-19

3. Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP;2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML);2024-04-09

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