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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/WeightFiltration/attack_values.csv
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@@ -1,35 +1,38 @@
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
0,0.500000,1.180800,0.958333
1,0.500000,1.279257,0.968750
2,0.500000,1.717911,0.937500
3,0.500000,1.354225,0.989583
4,0.500000,1.308562,0.968750
5,0.500000,2.087495,0.947917
6,0.500000,1.793863,0.927083
7,0.500000,1.213634,0.937500
8,0.500000,1.705230,0.979167
9,0.500000,1.713113,0.979167
10,0.500000,1.358761,0.968750
11,0.500000,1.485312,1.000000
12,0.500000,1.393625,0.947917
13,0.500000,1.677361,0.947917
14,0.500000,1.734759,0.906250
15,0.500000,1.715959,0.968750
16,0.500000,1.180073,0.947917
17,0.500000,1.597037,0.947917
18,0.500000,1.491600,0.947917
19,0.500000,1.622301,0.968750
0,0.500000,1.562955,0.968750
0,0.500000,1.526132,0.979167
1,0.500000,1.323757,0.968750
2,0.500000,1.493928,0.958333
3,0.500000,1.643880,0.989583
4,0.500000,1.479018,0.989583
5,0.500000,2.176565,0.958333
6,0.500000,1.620670,0.958333
7,0.500000,0.977823,0.937500
8,0.500000,1.455012,0.968750
9,0.500000,2.145126,0.989583
10,0.500000,1.905214,0.895833
11,0.500000,2.171935,0.958333
12,0.500000,1.761187,0.937500
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,0.979167, 0.239583, 0.537877
1,0.500000,0.958333, 0.125000, 0.534234
2,0.500000,0.906250, 0.062500, 0.566967
3,0.500000,0.968750, 0.104167, 0.561083
4,0.500000,0.968750, 0.197917, 0.569236
5,0.500000,0.989583, 0.010417, 0.562998
6,0.500000,0.979167, 0.145833, 0.534611
7,0.500000,0.989583, 0.114583, 0.606172
8,0.500000,0.927083, 0.010417, 0.531469
9,0.500000,0.854167, 0.229167, 0.538189
10,0.500000,0.906250, 0.197917, 0.496725
11,0.500000,0.906250, 0.031250, 0.552913
12,0.500000,0.906250, 0.010417, 0.515257
13,0.500000,0.906250, 0.145833, 0.530794
14,0.500000,0.947917, 0.062500, 0.546053
15,0.500000,0.989583, 0.062500, 0.538760
16,0.500000,0.947917, 0.041667, 0.548912
17,0.500000,0.927083, 0.114583, 0.536984
18,0.500000,0.947917, 0.072917, 0.529271
19,0.500000,0.958333, 0.062500, 0.552560
0,0.500000,0.968750, 0.208333, 0.536183
1,0.500000,0.968750, 0.125000, 0.538881
2,0.500000,0.958333, 0.031250, 0.567163
3,0.500000,0.979167, 0.114583, 0.562516
0,0.500000,0.952083, 0.000000, 0.537566
1,0.500000,0.912500, 0.083333, 0.535581
2,0.500000,0.958333, 0.010417, 0.564744
3,0.500000,0.954167, 0.187500, 0.562515
4,0.500000,0.947917, 0.166667, 0.572175
5,0.500000,0.952083, 0.000000, 0.561280
6,0.500000,0.950000, 0.125000, 0.525977
7,0.500000,0.956250, 0.031250, 0.608897
8,0.500000,0.960417, 0.020833, 0.531221
9,0.500000,0.945833, 0.197917, 0.534556
10,0.500000,0.937500, 0.135417, 0.490381
11,0.500000,0.925000, 0.239583, 0.548656
12,0.500000,0.954167, 0.104167, 0.515086
1 target_class parameter_mia_accuracy latent_distance_tell lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 1.180800 0.958333 0.979167 0.239583 0.537877
3 1 0.500000 1.279257 0.968750 0.958333 0.125000 0.534234
4 2 0.500000 1.717911 0.937500 0.906250 0.062500 0.566967
5 3 0.500000 1.354225 0.989583 0.968750 0.104167 0.561083
6 4 0.500000 1.308562 0.968750 0.197917 0.569236
7 5 0.500000 2.087495 0.947917 0.989583 0.010417 0.562998
8 6 0.500000 1.793863 0.927083 0.979167 0.145833 0.534611
9 7 0.500000 1.213634 0.937500 0.989583 0.114583 0.606172
10 8 0.500000 1.705230 0.979167 0.927083 0.010417 0.531469
11 9 0.500000 1.713113 0.979167 0.854167 0.229167 0.538189
12 10 0.500000 1.358761 0.968750 0.906250 0.197917 0.496725
13 11 0.500000 1.485312 1.000000 0.906250 0.031250 0.552913
14 12 0.500000 1.393625 0.947917 0.906250 0.010417 0.515257
15 13 0.500000 1.677361 0.947917 0.906250 0.145833 0.530794
16 14 0.500000 1.734759 0.906250 0.947917 0.062500 0.546053
17 15 0.500000 1.715959 0.968750 0.989583 0.062500 0.538760
18 16 0.500000 1.180073 0.947917 0.041667 0.548912
19 17 0.500000 1.597037 0.947917 0.927083 0.114583 0.536984
20 18 0.500000 1.491600 0.947917 0.072917 0.529271
21 19 0.500000 1.622301 0.968750 0.958333 0.062500 0.552560
22 0 0.500000 1.562955 0.968750 0.208333 0.536183
23 0 1 0.500000 1.526132 0.979167 0.968750 0.125000 0.538881
24 1 2 0.500000 1.323757 0.968750 0.958333 0.031250 0.567163
25 2 3 0.500000 1.493928 0.958333 0.979167 0.114583 0.562516
26 3 0 0.500000 1.643880 0.989583 0.952083 0.000000 0.537566
27 4 1 0.500000 1.479018 0.989583 0.912500 0.083333 0.535581
28 5 2 0.500000 2.176565 0.958333 0.010417 0.564744
29 6 3 0.500000 1.620670 0.958333 0.954167 0.187500 0.562515
30 7 4 0.500000 0.977823 0.937500 0.947917 0.166667 0.572175
31 8 5 0.500000 1.455012 0.968750 0.952083 0.000000 0.561280
32 9 6 0.500000 2.145126 0.989583 0.950000 0.125000 0.525977
33 10 7 0.500000 1.905214 0.895833 0.956250 0.031250 0.608897
34 11 8 0.500000 2.171935 0.958333 0.960417 0.020833 0.531221
35 12 9 0.500000 1.761187 0.937500 0.945833 0.197917 0.534556
36 10 0.500000 0.937500 0.135417 0.490381
37 11 0.500000 0.925000 0.239583 0.548656
38 12 0.500000 0.954167 0.104167 0.515086