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ResearchFormerly WizWand

Collision Attack on Input Reconstruction (last)

89.4BERTScoreOriginal
-3.5042420.6151344.734568.85387Aug 13, 2025
Updated 7mo ago

Evaluation results

MethodLinks
OriginalModel=LLaMA-3.2-1B2025.0889.468
(10^8, 10^-5)-DPModel=LLaMA-3.2-1B2025.0884.960.4
OriginalModel=LLaMA-3.1-8B-Distilled2025.0863.541.3
OriginalModel=LLaMA-7B2025.0861.143.6
(10^8, 10^-5)-DPModel=LLaMA-3.1-8B-Distilled2025.0856.635.1
(10^8, 10^-5)-DPModel=LLaMA-7B2025.0834.419.7
KV-CloakModel=LLaMA-7B2025.087.10
KV-CloakModel=LLaMA-3.2-1B2025.086.90
KV-CloakModel=LLaMA-3.1-8B-Distilled2025.086.90
OriginalModel=LLaMA-3.2-1B, Protect Type=Original2025.080.8940.68
(10^8, 10^-5)-DPModel=LLaMA-3.2-1B, Protect Type=(10^8, 10^-5)-DP2025.080.8490.604
OriginalModel=LLaMA-3.1-8B-Distilled, Protect Type=Original2025.080.6350.413
OriginalModel=LLaMA-7B, Protect Type=Original2025.080.6110.436
(10^8, 10^-5)-DPModel=LLaMA-3.1-8B-Distilled, Protect Type=(10^8, 10^-5)-DP2025.080.5660.351
(10^8, 10^-5)-DPModel=LLaMA-7B, Protect Type=(10^8, 10^-5)-DP2025.080.3440.197
KV-CloakModel=LLaMA-7B, Protect Type=KV-Cloak2025.080.0710
KV-CloakModel=LLaMA-3.2-1B, Protect Type=KV-Cloak2025.080.0690
KV-CloakModel=LLaMA-3.1-8B-Distilled, Protect Type=KV-Cloak2025.080.0690