Adversarial transferability in denoisers is attributed to Gaussian noise concentrating on a typical set, and a low-density Gaussian sampling defense (TS) is shown to improve robustness while preserving denoising accuracy.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Adversarial Transferability in Deep Denoising Models: Theoretical Insights and Robustness Enhancement via Out-of-Distribution Typical Set Sampling
Adversarial transferability in denoisers is attributed to Gaussian noise concentrating on a typical set, and a low-density Gaussian sampling defense (TS) is shown to improve robustness while preserving denoising accuracy.