The paper introduces Bayesian extraction-safety, proves exact and noisy averages prevent reconstruction under the Tardos prior, and argues fingerprinting-code attacks are membership inference rather than reconstruction.
Extracting training data from diffusion models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
Bayesian Perspective on Memorization and Reconstruction
The paper introduces Bayesian extraction-safety, proves exact and noisy averages prevent reconstruction under the Tardos prior, and argues fingerprinting-code attacks are membership inference rather than reconstruction.