Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Liars’ performance(%) and utility comparison under different lying ratios (1 denotes honest) of her true data size or cost, under the NIID setting of CIFAR-10
| Cases | Honest | Lying on data size | Lying on cost | ||||
|---|---|---|---|---|---|---|---|
| Lying Ratio | 1 | 0.1 | 0.5 | 10 | 2 | 5 | 10 |
| Liar’s Accuracy | 75.430 | 66.933 | 75.331 | 75.430 | 75.430 | 75.430 | 75.430 |
| Liar’s Utility | 617.295 | -513.410 | -9.951 | 0.000 | 0.000 | 0.000 | 0.000 |
Lying on reported private information causes performance degradation and loss of earnings.
