TooBad achieves >85% ASR on diffusion models at 0.5% poison rate and near-100% ASR at 5% poison rate in 3-5 epochs while evading SOTA defenses, far below the 10% rates of prior work.
IEEE Transactions on Knowledge and Data Engineering pp
1 Pith paper cite this work, alongside 452 external citations. Polarity classification is still indexing.
1
Pith paper citing it
452
external citations · external index
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
TooBad: Backdoor Diffusion Models with Ultra-Low Poison Rate and Imperceptible Trigger
TooBad achieves >85% ASR on diffusion models at 0.5% poison rate and near-100% ASR at 5% poison rate in 3-5 epochs while evading SOTA defenses, far below the 10% rates of prior work.