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Benchmarks
Embedding Reconstruction Defense on Wikipedia 500
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20.73
ROUGE-L
Soft-delete
-0.8292
4.7679
10.365
15.9621
Jun 16, 2026
ROUGE-L
PII Leakage Rate
R@10
Latency (ms)
Proof
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROUGE-L
PII Leakage Rate
R@10
Latency (ms)
Proof
Soft-delete
2026.06
20.73
49.9
100
0
-
Full rebuild
N=500
2026.06
20.73
-
100
2,250
-
Per-record AES
2026.06
0
0
90.4
8,000
-
Epoch rotation
2026.06
0
0
90.4
2,500
-
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