Papers · Proving testing · zkDT
zkDT
Zero Knowledge Proofs for Decision Tree Predictions and Accuracy
Reported benchmarks
| model | dataset | proving time s | proof size mb | verification time s |
|---|---|---|---|---|
| Decision tree (1029 nodes, 23 levels) | 5000 samples x 54 features | 250 | 0.287 | 15.6 |
Notes
Validates all inference-path nodes across the whole test set in one step rather than per-sample. Later revisited via matrix lookup arguments (cq+, zkcq+, cq++), which removes the prover's dependence on tree size.
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