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cleaned up code

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Tinsae
2026-07-08 23:53:07 +02:00
parent 31f461342e
commit 04875a62e9
23 changed files with 1362 additions and 715 deletions
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73
reports/LinearFiltration/attack_values.csv
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@@ -1,35 +1,38 @@
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
0,0.500000,3.219560,1.000000
1,0.500000,3.573733,1.000000
2,0.500000,3.924550,1.000000
3,0.500000,3.515182,1.000000
4,0.500000,3.369485,1.000000
5,0.500000,4.697085,1.000000
6,0.500000,4.185269,1.000000
7,0.500000,3.473583,1.000000
8,0.500000,4.518519,1.000000
9,0.500000,4.484542,1.000000
10,0.500000,3.353875,1.000000
11,0.500000,3.815037,0.989583
12,0.500000,3.493994,1.000000
13,0.500000,4.018041,1.000000
14,0.500000,4.059689,1.000000
15,0.500000,4.097189,1.000000
16,0.500000,3.287521,1.000000
17,0.500000,3.872488,1.000000
18,0.500000,3.698952,0.989583
19,0.500000,3.844830,0.989583
0,0.500000,3.413494,1.000000
0,0.500000,3.416399,1.000000
1,0.500000,3.396268,1.000000
2,0.500000,3.648122,1.000000
3,0.500000,3.889339,0.989583
4,0.500000,3.408539,1.000000
5,0.500000,4.625342,1.000000
6,0.500000,3.925502,0.989583
7,0.500000,3.033561,0.989583
8,0.500000,3.819170,0.989583
9,0.500000,4.497495,1.000000
10,0.500000,3.701839,1.000000
11,0.500000,4.369391,0.989583
12,0.500000,3.945474,1.000000
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,1.000000, 0.062500, 0.485899
1,0.500000,1.000000, 0.083333, 0.484178
2,0.500000,0.989583, 0.010417, 0.525418
3,0.500000,0.989583, 0.333333, 0.487282
4,0.500000,1.000000, 0.020833, 0.505002
5,0.500000,1.000000, 0.093750, 0.491621
6,0.500000,1.000000, 0.052083, 0.482068
7,0.500000,0.979167, 0.010417, 0.519800
8,0.500000,0.989583, 0.020833, 0.485863
9,0.500000,0.989583, 0.208333, 0.483455
10,0.500000,1.000000, 0.145833, 0.454615
11,0.500000,1.000000, 0.333333, 0.495618
12,0.500000,1.000000, 0.072917, 0.458427
13,0.500000,1.000000, 0.135417, 0.477052
14,0.500000,1.000000, 0.020833, 0.472611
15,0.500000,1.000000, 0.239583, 0.479607
16,0.500000,1.000000, 0.135417, 0.468667
17,0.500000,1.000000, 0.208333, 0.469592
18,0.500000,1.000000, 0.197917, 0.454318
19,0.500000,0.989583, 0.041667, 0.499034
0,0.500000,1.000000, 0.072917, 0.483694
1,0.500000,1.000000, 0.239583, 0.482249
2,0.500000,0.989583, 0.062500, 0.528699
3,0.500000,1.000000, 0.177083, 0.488769
0,0.500000,1.000000, 0.208333, 0.479962
1,0.500000,1.000000, 0.177083, 0.480766
2,0.500000,1.000000, 0.156250, 0.530593
3,0.500000,1.000000, 0.031250, 0.490093
4,0.500000,1.000000, 0.062500, 0.514937
5,0.500000,1.000000, 0.041667, 0.483999
6,0.500000,1.000000, 0.041667, 0.480639
7,0.500000,1.000000, 0.114583, 0.516643
8,0.500000,1.000000, 0.322917, 0.482295
9,0.500000,1.000000, 0.156250, 0.482486
10,0.500000,1.000000, 0.208333, 0.454807
11,0.500000,1.000000, 0.197917, 0.496418
12,0.500000,1.000000, 0.083333, 0.449275
1 target_class parameter_mia_accuracy latent_distance_tell lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 3.219560 1.000000 0.062500 0.485899
3 1 0.500000 3.573733 1.000000 0.083333 0.484178
4 2 0.500000 3.924550 1.000000 0.989583 0.010417 0.525418
5 3 0.500000 3.515182 1.000000 0.989583 0.333333 0.487282
6 4 0.500000 3.369485 1.000000 0.020833 0.505002
7 5 0.500000 4.697085 1.000000 0.093750 0.491621
8 6 0.500000 4.185269 1.000000 0.052083 0.482068
9 7 0.500000 3.473583 1.000000 0.979167 0.010417 0.519800
10 8 0.500000 4.518519 1.000000 0.989583 0.020833 0.485863
11 9 0.500000 4.484542 1.000000 0.989583 0.208333 0.483455
12 10 0.500000 3.353875 1.000000 0.145833 0.454615
13 11 0.500000 3.815037 0.989583 1.000000 0.333333 0.495618
14 12 0.500000 3.493994 1.000000 0.072917 0.458427
15 13 0.500000 4.018041 1.000000 0.135417 0.477052
16 14 0.500000 4.059689 1.000000 0.020833 0.472611
17 15 0.500000 4.097189 1.000000 0.239583 0.479607
18 16 0.500000 3.287521 1.000000 0.135417 0.468667
19 17 0.500000 3.872488 1.000000 0.208333 0.469592
20 18 0.500000 3.698952 0.989583 1.000000 0.197917 0.454318
21 19 0.500000 3.844830 0.989583 0.041667 0.499034
22 0 0.500000 3.413494 1.000000 0.072917 0.483694
23 0 1 0.500000 3.416399 1.000000 0.239583 0.482249
24 1 2 0.500000 3.396268 1.000000 0.989583 0.062500 0.528699
25 2 3 0.500000 3.648122 1.000000 0.177083 0.488769
26 3 0 0.500000 3.889339 0.989583 1.000000 0.208333 0.479962
27 4 1 0.500000 3.408539 1.000000 0.177083 0.480766
28 5 2 0.500000 4.625342 1.000000 0.156250 0.530593
29 6 3 0.500000 3.925502 0.989583 1.000000 0.031250 0.490093
30 7 4 0.500000 3.033561 0.989583 1.000000 0.062500 0.514937
31 8 5 0.500000 3.819170 0.989583 1.000000 0.041667 0.483999
32 9 6 0.500000 4.497495 1.000000 0.041667 0.480639
33 10 7 0.500000 3.701839 1.000000 0.114583 0.516643
34 11 8 0.500000 4.369391 0.989583 1.000000 0.322917 0.482295
35 12 9 0.500000 3.945474 1.000000 0.156250 0.482486
36 10 0.500000 1.000000 0.208333 0.454807
37 11 0.500000 1.000000 0.197917 0.496418
38 12 0.500000 1.000000 0.083333 0.449275