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ResearchFormerly WizWand

Enhanced Collision Attack on Input Reconstruction (First split)

100BERTScoreOriginal
-0.25625.77251.877.828Aug 13, 2025
Updated 7mo ago

Evaluation results

MethodLinks
OriginalModel=LLaMA-7B, Protect Type=Original2025.08100100
OriginalModel=LLaMA-3.2-1B, Protect Type=Original2025.0810099.4
(10^8, 10^-5)-DPModel=LLaMA-3.2-1B, Protect Type=(10^8, 10^-5)-DP2025.0897.396.6
OriginalModel=LLaMA-3.1-8B-Distilled, Protect Type=Original2025.0888.585.8
(10^8, 10^-5)-DPModel=LLaMA-3.1-8B-Distilled, Protect Type=(10^8, 10^-5)-DP2025.0852.653
(10^8, 10^-5)-DPModel=LLaMA-7B, Protect Type=(10^8, 10^-5)-DP2025.0810.99.7
KV-CloakModel=LLaMA-3.2-1B, Protect Type=KV-Cloak2025.085.10.2
KV-CloakModel=LLaMA-3.1-8B-Distilled, Protect Type=KV-Cloak2025.084.10.3
KV-CloakModel=LLaMA-7B, Protect Type=KV-Cloak2025.083.64.4