Poisoned Sample Detection on TrojAI round 6 (test)
0.988PrecisionParaFuzz
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ParaFuzzModel ID=122023.08 | 0.988 | 0.878 | 0.93 | |
| ParaFuzzModel ID=412023.08 | 0.981 | 0.667 | 0.794 | |
| ParaFuzzModel ID=162023.08 | 0.975 | 0.917 | 0.945 | |
| ParaFuzzModel ID=152023.08 | 0.969 | 0.87 | 0.917 | |
| ONIONModel ID=132023.08 | 0.96 | 0.823 | 0.886 | |
| ONIONModel ID=382023.08 | 0.959 | 0.725 | 0.826 | |
| ONIONModel ID=392023.08 | 0.959 | 0.784 | 0.862 | |
| ParaFuzzModel ID=212023.08 | 0.958 | 0.929 | 0.943 | |
| ParaFuzzModel ID=192023.08 | 0.957 | 0.909 | 0.932 | |
| ONIONModel ID=222023.08 | 0.956 | 0.657 | 0.778 | |
| ParaFuzzModel ID=372023.08 | 0.952 | 0.918 | 0.935 | |
| ParaFuzzModel ID=232023.08 | 0.951 | 0.879 | 0.914 | |
| ParaFuzzModel ID=402023.08 | 0.951 | 0.917 | 0.933 | |
| ONIONModel ID=422023.08 | 0.95 | 0.768 | 0.849 | |
| ParaFuzzModel ID=472023.08 | 0.946 | 0.875 | 0.909 | |
| ParaFuzzModel ID=382023.08 | 0.945 | 0.863 | 0.902 | |
| ONIONModel ID=172023.08 | 0.944 | 0.763 | 0.844 | |
| ONIONModel ID=472023.08 | 0.944 | 0.84 | 0.889 | |
| ParaFuzzModel ID=202023.08 | 0.943 | 0.915 | 0.929 | |
| ParaFuzzModel ID=172023.08 | 0.941 | 0.917 | 0.929 | |
| ParaFuzzModel ID=182023.08 | 0.941 | 0.96 | 0.95 | |
| ParaFuzzModel ID=392023.08 | 0.941 | 0.865 | 0.901 | |
| ONIONModel ID=202023.08 | 0.938 | 0.68 | 0.788 | |
| ONIONModel ID=192023.08 | 0.937 | 0.677 | 0.786 | |
| ParaFuzzModel ID=142023.08 | 0.935 | 0.924 | 0.929 | |
| ParaFuzzModel ID=132023.08 | 0.932 | 0.863 | 0.896 | |
| ONIONModel ID=182023.08 | 0.932 | 0.82 | 0.872 | |
| ParaFuzzModel ID=222023.08 | 0.932 | 0.898 | 0.915 | |
| ONIONModel ID=142023.08 | 0.931 | 0.865 | 0.896 | |
| ONIONModel ID=362023.08 | 0.931 | 0.824 | 0.875 | |
| ONIONModel ID=462023.08 | 0.929 | 0.908 | 0.919 | |
| ONIONModel ID=162023.08 | 0.926 | 0.817 | 0.868 | |
| ONIONModel ID=432023.08 | 0.924 | 0.756 | 0.832 | |
| ONIONModel ID=152023.08 | 0.922 | 0.733 | 0.817 | |
| ONIONModel ID=212023.08 | 0.922 | 0.847 | 0.883 | |
| ONIONModel ID=402023.08 | 0.922 | 0.637 | 0.754 | |
| STRIPModel ID=412023.08 | 0.917 | 0.35 | 0.507 | |
| ParaFuzzModel ID=422023.08 | 0.917 | 0.838 | 0.876 | |
| ParaFuzzModel ID=362023.08 | 0.915 | 0.872 | 0.893 | |
| ONIONModel ID=122023.08 | 0.913 | 0.729 | 0.811 | |
| ONIONModel ID=232023.08 | 0.912 | 0.673 | 0.775 | |
| STRIPModel ID=372023.08 | 0.91 | 0.415 | 0.57 | |
| ONIONModel ID=452023.08 | 0.908 | 0.701 | 0.791 | |
| ParaFuzzModel ID=452023.08 | 0.907 | 0.888 | 0.897 | |
| STRIPModel ID=212023.08 | 0.906 | 0.296 | 0.446 | |
| ParaFuzzModel ID=432023.08 | 0.906 | 0.802 | 0.851 | |
| ParaFuzzModel ID=442023.08 | 0.906 | 0.788 | 0.843 | |
| STRIPModel ID=452023.08 | 0.905 | 0.482 | 0.629 | |
| ONIONModel ID=412023.08 | 0.902 | 0.643 | 0.751 | |
| ONIONModel ID=442023.08 | 0.901 | 0.783 | 0.838 | |
| ONIONModel ID=372023.08 | 0.899 | 0.83 | 0.863 | |
| ParaFuzzModel ID=462023.08 | 0.866 | 0.876 | 0.871 | |
| RAPModel ID=462023.08 | 0.853 | 0.931 | 0.89 | |
| STRIPModel ID=462023.08 | 0.844 | 0.529 | 0.65 | |
| STRIPModel ID=432023.08 | 0.837 | 0.611 | 0.707 | |
| STRIPModel ID=162023.08 | 0.828 | 0.284 | 0.423 | |
| STRIPModel ID=472023.08 | 0.815 | 0.22 | 0.346 | |
| STRIPModel ID=142023.08 | 0.807 | 0.418 | 0.55 | |
| STRIPModel ID=172023.08 | 0.789 | 0.096 | 0.171 | |
| STRIPModel ID=422023.08 | 0.764 | 0.556 | 0.643 | |
| STRIPModel ID=222023.08 | 0.75 | 0.348 | 0.476 | |
| STRIPModel ID=362023.08 | 0.741 | 0.29 | 0.417 | |
| STRIPModel ID=202023.08 | 0.72 | 0.09 | 0.16 | |
| STRIPModel ID=152023.08 | 0.696 | 0.219 | 0.333 | |
| RAPModel ID=132023.08 | 0.688 | 0.063 | 0.115 | |
| STRIPModel ID=192023.08 | 0.639 | 0.116 | 0.197 | |
| RAPModel ID=412023.08 | 0.638 | 0.325 | 0.43 | |
| STRIPModel ID=232023.08 | 0.621 | 0.437 | 0.513 | |
| RAPModel ID=142023.08 | 0.619 | 0.076 | 0.136 | |
| STRIPModel ID=402023.08 | 0.615 | 0.429 | 0.505 | |
| RAPModel ID=402023.08 | 0.615 | 0.048 | 0.088 | |
| RAPModel ID=392023.08 | 0.58 | 0.196 | 0.293 | |
| RAPModel ID=222023.08 | 0.556 | 0.025 | 0.048 | |
| STRIPModel ID=182023.08 | 0.526 | 0.205 | 0.295 | |
| STRIPModel ID=122023.08 | 0.52 | 0.069 | 0.122 | |
| RAPModel ID=152023.08 | 0.515 | 0.116 | 0.19 | |
| STRIPModel ID=382023.08 | 0.5 | 0.063 | 0.111 | |
| STRIPModel ID=442023.08 | 0.476 | 0.051 | 0.091 | |
| STRIPModel ID=132023.08 | 0.444 | 0.023 | 0.043 | |
| RAPModel ID=122023.08 | 0.443 | 0.144 | 0.217 | |
| RAPModel ID=362023.08 | 0.438 | 0.095 | 0.156 | |
| STRIPModel ID=392023.08 | 0.429 | 0.02 | 0.039 | |
| RAPModel ID=212023.08 | 0.333 | 0.026 | 0.047 | |
| RAPModel ID=372023.08 | 0.333 | 0.041 | 0.073 | |
| RAPModel ID=162023.08 | 0.25 | 0.006 | 0.012 | |
| RAPModel ID=172023.08 | 0.214 | 0.019 | 0.035 | |
| RAPModel ID=232023.08 | 0.2 | 0.01 | 0.019 | |
| RAPModel ID=382023.08 | 0.2 | 0.013 | 0.024 | |
| RAPModel ID=472023.08 | 0.111 | 0.015 | 0.026 | |
| RAPModel ID=422023.08 | 0.095 | 0.01 | 0.018 | |
| RAPModel ID=442023.08 | 0.083 | 0.005 | 0.009 | |
| RAPModel ID=202023.08 | 0.063 | 0.005 | 0.009 | |
| RAPModel ID=432023.08 | 0.053 | 0.005 | 0.009 | |
| RAPModel ID=182023.08 | 0.027 | 0.005 | 0.008 | |
| RAPModel ID=192023.08 | 0 | 0 | 0 | |
| RAPModel ID=452023.08 | 0 | 0 | 0 |