List your company

Privacy Measurement on WikiText

0EpsilonPANORAMIA RM;RN
-0.14480.83261.812.7874Feb 12, 2024

Evaluation results

MethodLinks
PANORAMIA RM;RNTarget model=GPT2-Small, Epochs=37, Sample size (m)=10k2024.0201.041.04
PANORAMIA RM;RNTarget model=GPT2-Small, Epochs=75, Sample size (m)=10k2024.0202.522.52
PANORAMIA RM;RNTarget model=GPT2-Small, Epochs=150, Sample size (m)=10k2024.0203.63.6
PANORAMIATarget model=1-DP GPT2-Small, Generator G=GPT2-Small2024.020——
O(1) RM;RNTarget model=1-DP GPT2-Small, Generator G=GPT2-Small2024.020——
PANORAMIATarget model=3-DP GPT2-Small, Generator G=GPT2-Small2024.020——
O(1) RM;RNTarget model=3-DP GPT2-Small, Generator G=GPT2-Small2024.020——
PANORAMIATarget model=10-DP GPT2-Small, Generator G=GPT2-Small2024.020——
O(1) RM;RNTarget model=10-DP GPT2-Small, Generator G=GPT2-Small2024.020——
PANORAMIATarget model=GPT2-Small, Epochs=37, Sample size (m)=10k2024.023.623.850.22
PANORAMIATarget model=GPT2-Small, Epochs=75, Sample size (m)=10k2024.023.625.21.57
PANORAMIATarget model=GPT2-Small, Epochs=150, Sample size (m)=10k2024.023.626.022.4
O(1) RM;RNTarget model=GPT2-Small, Epochs=37, Sample size (m)=10k2024.02——1.46
O(1) RM;RNTarget model=GPT2-Small, Epochs=75, Sample size (m)=10k2024.02——2.82
O(1) RM;RNTarget model=GPT2-Small, Epochs=150, Sample size (m)=10k2024.02——5.73