Tinsae/Finetuning
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

cleaned up code

Browse Source
This commit is contained in:
Tinsae
2026-07-08 23:53:07 +02:00
parent 31f461342e
commit 04875a62e9
23 changed files with 1362 additions and 715 deletions
Download Patch File Download Diff File Expand all files Collapse all files

70
reports/CertifiedUnlearning/attack_values.csv
View File

@@ -1,33 +1,37 @@
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
0,0.500000,7.219862,0.979167
1,0.500000,3.659238,0.958333
2,0.500000,6.939345,0.885417
3,0.500000,7.800516,0.989583
4,0.500000,6.631370,1.000000
5,0.500000,7.557893,0.937500
6,0.500000,8.085600,0.937500
7,0.500000,7.518537,0.947917
8,0.500000,9.040818,0.895833
9,0.500000,8.269253,0.968750
10,0.500000,5.678658,1.000000
11,0.450000,6.800340,1.000000
12,0.500000,7.708953,0.937500
13,0.500000,6.559650,1.000000
14,0.500000,8.420962,0.989583
15,0.500000,7.526255,1.000000
16,0.500000,6.906671,0.968750
17,0.500000,5.499599,0.979167
18,0.500000,8.465704,0.979167
19,0.500000,5.958429,0.979167
0,0.500000,5.903083,0.979167
1,0.500000,4.479048,0.947917
2,0.500000,4.460630,0.979167
3,0.500000,9.916990,1.000000
4,0.500000,4.245532,0.979167
5,0.500000,5.771674,1.000000
6,0.500000,6.300947,0.979167
7,0.500000,6.803962,0.979167
8,0.500000,9.174347,1.000000
9,0.500000,7.843153,0.989583
10,0.500000,5.029855,1.000000
11,0.500000,7.945799,1.000000
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,1.000000, 0.062500, 0.654685
1,0.500000,0.979167, 0.208333, 0.516170
2,0.500000,0.958333, 0.187500, 0.526930
3,0.500000,1.000000, 0.104167, 0.473445
4,0.500000,0.979167, 0.312500, 0.571769
5,0.500000,1.000000, 0.072917, 0.672217
6,0.500000,0.958333, 0.041667, 0.513104
7,0.500000,0.989583, 0.020833, 0.576437
8,0.500000,0.875000, 0.052083, 0.491356
9,0.500000,0.968750, 0.083333, 0.611189
10,0.500000,1.000000, 0.052083, 0.615587
11,0.500000,1.000000, 0.031250, 0.545611
12,0.500000,0.968750, 0.093750, 0.434476
13,0.500000,1.000000, 0.145833, 0.582930
14,0.500000,0.916667, 0.083333, 0.471939
15,0.500000,0.989583, 0.083333, 0.541379
16,0.500000,0.989583, 0.218750, 0.571814
17,0.500000,0.989583, 0.062500, 0.503747
18,0.550000,1.000000, 0.166667, 0.495459
19,0.500000,0.916667, 0.052083, 0.551996
0,0.500000,0.937500, 0.020833, 0.532267
1,0.500000,0.937500, 0.093750, 0.503973
2,0.500000,0.989583, 0.104167, 0.570063
0,0.500000,0.402083, 0.031250, 0.511158
1,0.500000,0.154167, 0.312500, 0.496193
2,0.500000,0.602083, 0.145833, 0.530453
3,0.500000,0.852083, 0.135417, 0.491837
4,0.500000,0.654167, 0.041667, 0.569679
5,0.500000,0.993750, 0.187500, 0.693986
6,0.500000,0.489583, 0.010417, 0.549827
7,0.500000,0.333333, 0.156250, 0.539906
8,0.500000,0.668750, 0.041667, 0.477993
9,0.500000,0.962500, 0.062500, 0.622796
10,0.500000,1.000000, 0.093750, 0.712293
11,0.500000,0.939583, 0.187500, 0.511184
1 target_class parameter_mia_accuracy latent_distance_tell lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 7.219862 0.979167 1.000000 0.062500 0.654685
3 1 0.500000 3.659238 0.958333 0.979167 0.208333 0.516170
4 2 0.500000 6.939345 0.885417 0.958333 0.187500 0.526930
5 3 0.500000 7.800516 0.989583 1.000000 0.104167 0.473445
6 4 0.500000 6.631370 1.000000 0.979167 0.312500 0.571769
7 5 0.500000 7.557893 0.937500 1.000000 0.072917 0.672217
8 6 0.500000 8.085600 0.937500 0.958333 0.041667 0.513104
9 7 0.500000 7.518537 0.947917 0.989583 0.020833 0.576437
10 8 0.500000 9.040818 0.895833 0.875000 0.052083 0.491356
11 9 0.500000 8.269253 0.968750 0.083333 0.611189
12 10 0.500000 5.678658 1.000000 0.052083 0.615587
13 11 0.450000 0.500000 6.800340 1.000000 0.031250 0.545611
14 12 0.500000 7.708953 0.937500 0.968750 0.093750 0.434476
15 13 0.500000 6.559650 1.000000 0.145833 0.582930
16 14 0.500000 8.420962 0.989583 0.916667 0.083333 0.471939
17 15 0.500000 7.526255 1.000000 0.989583 0.083333 0.541379
18 16 0.500000 6.906671 0.968750 0.989583 0.218750 0.571814
19 17 0.500000 5.499599 0.979167 0.989583 0.062500 0.503747
20 18 0.500000 0.550000 8.465704 0.979167 1.000000 0.166667 0.495459
21 19 0.500000 5.958429 0.979167 0.916667 0.052083 0.551996
22 0 0.500000 5.903083 0.979167 0.937500 0.020833 0.532267
23 1 0.500000 4.479048 0.947917 0.937500 0.093750 0.503973
24 2 0.500000 4.460630 0.979167 0.989583 0.104167 0.570063
25 3 0 0.500000 9.916990 1.000000 0.402083 0.031250 0.511158
26 4 1 0.500000 4.245532 0.979167 0.154167 0.312500 0.496193
27 5 2 0.500000 5.771674 1.000000 0.602083 0.145833 0.530453
28 6 3 0.500000 6.300947 0.979167 0.852083 0.135417 0.491837
29 7 4 0.500000 6.803962 0.979167 0.654167 0.041667 0.569679
30 8 5 0.500000 9.174347 1.000000 0.993750 0.187500 0.693986
31 9 6 0.500000 7.843153 0.989583 0.489583 0.010417 0.549827
32 10 7 0.500000 5.029855 1.000000 0.333333 0.156250 0.539906
33 11 8 0.500000 7.945799 1.000000 0.668750 0.041667 0.477993
34 9 0.500000 0.962500 0.062500 0.622796
35 10 0.500000 1.000000 0.093750 0.712293
36 11 0.500000 0.939583 0.187500 0.511184
37