Pulsar decoding sanitization on Pulsar-encoded images 256x256 (N=64)
1.56Failure RateIdentity
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IdentityParameters=-2025.12 | 1.56 | 0.2881 | — | 1 | 0 | 0.31 | |
| Diffusion 1-stept=1, epsilon_adv=02025.12 | 7.81 | 0.4698 | 50.54 | 0.997 | 0.0008 | 27.72 | |
| Blursigma=0.52025.12 | 12.5 | 0.4713 | 38.36 | 0.98 | 0.0329 | 2.13 | |
| ResizeParameters=256 -> 224 -> 2562025.12 | 59.37 | 0.4817 | 36.26 | 0.964 | 0.0647 | 2.01 | |
| JPEGQuality=902025.12 | 89.06 | 0.4852 | 43.43 | 0.989 | 0.0028 | 1.84 | |
| ADS-QDirt=1, epsilon_adv=0.012025.12 | 98.4375 | 0.4857 | 46.31 | 0.994 | 0.0022 | 82.86 | |
| JPEGQuality=702025.12 | 100 | 0.4929 | 37.47 | 0.967 | 0.0126 | 1.65 | |
| Blursigma=12025.12 | 100 | 0.4902 | 30.44 | 0.87 | 0.2606 | 2.13 | |
| ADS-FGSMt=1, epsilon_adv=0.012025.12 | 100 | 0.4946 | 43.8 | 0.988 | 0.0048 | 82.75 |