On UK smart meter data, diffusion synthetic data yields the highest classifier accuracy (macro-F1 88.2%) while CTGAN full synthesis provides the strongest privacy protection against reconstruction attacks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Evaluating Privacy-Utility Tradeoffs in Synthetic Smart Grid Data
On UK smart meter data, diffusion synthetic data yields the highest classifier accuracy (macro-F1 88.2%) while CTGAN full synthesis provides the strongest privacy protection against reconstruction attacks.