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ResearchFormerly WizWand

Reconstruction Attack

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

NIST SBO TabDDPM QI1 (1k rows)

32.1Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO ARF QI1 (1k rows)

34.3Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO CTGAN QI1 (1k rows)

34.3Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO TVAE QI1 (1k rows)

33.2Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO Synthpop QI1 (1k rows)

34.6Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO RankSwap QI1 (1k rows)

80.8Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO Cell Suppression QI1 (1k rows)

42.3Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO MST, ε=1000 QI1 (1k rows)

33.3Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO MST, ε=100 QI1 (1k rows)

33.5Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO MST, ε=10 QI1 (1k rows)

32.9Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO MST, ε=1 QI1 (1k rows)

32.3Reconstruction Accuracy (Radv)

5

Jun 9, 2026

NIST SBO MST, ε=0.1 QI1 (1k rows)

32.5Reconstruction Accuracy (Radv)

5

Jun 9, 2026

ImageNet-1K (100 forgotten samples)

10.74PSNR (dB)

2

Feb 26, 2026