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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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76
reports/Retrain/attack_values.csv
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@@ -1,35 +1,41 @@
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
0,0.500000,11.573492,0.000000
1,0.500000,12.793120,0.000000
2,0.500000,12.951434,0.000000
3,0.500000,10.942259,0.000000
4,0.500000,10.675704,0.000000
5,0.500000,13.046491,0.000000
6,0.500000,11.343709,0.000000
7,0.500000,10.020437,0.000000
8,0.500000,12.896643,0.000000
9,0.500000,12.220088,0.000000
10,0.500000,11.315407,0.000000
11,0.450000,10.556920,0.000000
12,0.500000,10.925443,0.000000
13,0.500000,12.007375,0.000000
14,0.500000,11.471087,0.000000
15,0.500000,12.301955,0.000000
16,0.500000,10.831913,0.000000
17,0.500000,10.942777,0.000000
18,0.500000,11.699934,0.000000
19,0.500000,12.526654,0.000000
0,0.500000,11.601441,0.000000
0,0.500000,11.639872,0.000000
1,0.500000,12.723348,0.000000
2,0.500000,13.151769,0.000000
3,0.500000,10.969514,0.000000
4,0.500000,10.674448,0.000000
5,0.500000,13.068334,0.000000
6,0.500000,11.328772,0.000000
7,0.500000,9.926997,0.000000
8,0.500000,12.859781,0.000000
9,0.500000,12.061253,0.000000
10,0.500000,11.358070,0.000000
11,0.500000,10.484346,0.000000
12,0.500000,10.926878,0.000000
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
0,0.500000,0.000000, 0.156250, 0.000000
1,0.500000,0.000000, 0.104167, 0.000000
2,0.500000,0.000000, 0.114583, 0.000000
0,0.500000,0.000000, 0.125000, 0.000000
1,0.500000,0.000000, 0.072917, 0.000000
2,0.500000,0.000000, 0.020833, 0.000000
3,0.500000,0.000000, 0.104167, 0.000000
4,0.500000,0.000000, 0.020833, 0.000000
5,0.500000,0.000000, 0.041667, 0.000000
6,0.500000,0.000000, 0.104167, 0.000000
7,0.500000,0.000000, 0.281250, 0.000000
8,0.500000,0.000000, 0.114583, 0.000000
9,0.500000,0.000000, 0.072917, 0.000000
10,0.500000,0.000000, 0.020833, 0.000000
11,0.500000,0.000000, 0.031250, 0.000000
12,0.500000,0.000000, 0.072917, 0.000000
13,0.500000,0.000000, 0.052083, 0.000000
14,0.500000,0.000000, 0.145833, 0.000000
15,0.500000,0.000000, 0.052083, 0.000000
16,0.500000,0.000000, 0.104167, 0.000000
17,0.500000,0.000000, 0.093750, 0.000000
18,0.531250,0.000000, 0.010417, 0.000000
19,0.500000,0.000000, 0.031250, 0.000000
0,0.500000,0.000000, 0.062500, 0.000000
1,0.500000,0.000000, 0.072917, 0.000000
2,0.500000,0.000000, 0.031250, 0.000000
3,0.500000,0.000000, 0.083333, 0.000000
0,0.500000,0.000000, 0.010417, 0.000000
1,0.500000,0.000000, 0.062500, 0.000000
2,0.500000,0.000000, 0.104167, 0.000000
3,0.500000,0.000000, 0.072917, 0.000000
4,0.500000,0.000000, 0.177083, 0.000000
5,0.500000,0.000000, 0.135417, 0.000000
6,0.500000,0.000000, 0.197917, 0.000000
7,0.500000,0.000000, 0.218750, 0.000000
8,0.500000,0.000000, 0.114583, 0.000000
9,0.500000,0.000000, 0.052083, 0.000000
10,0.500000,0.000000, 0.072917, 0.000000
11,0.500000,0.000000, 0.072917, 0.000000
12,0.500000,0.000000, 0.125000, 0.000000
1 target_class parameter_mia_accuracy latent_distance_tell lookalike_accuracy A-Dist JS-Dist
2 0 0.500000 11.573492 0.000000 0.156250 0.000000
3 1 0.500000 12.793120 0.000000 0.104167 0.000000
4 2 0.500000 12.951434 0.000000 0.114583 0.000000
5 3 0 0.500000 10.942259 0.000000 0.125000 0.000000
6 4 1 0.500000 10.675704 0.000000 0.072917 0.000000
7 5 2 0.500000 13.046491 0.000000 0.020833 0.000000
8 6 3 0.500000 11.343709 0.000000 0.104167 0.000000
9 7 4 0.500000 10.020437 0.000000 0.020833 0.000000
10 8 5 0.500000 12.896643 0.000000 0.041667 0.000000
11 9 6 0.500000 12.220088 0.000000 0.104167 0.000000
12 10 7 0.500000 11.315407 0.000000 0.281250 0.000000
13 11 8 0.450000 0.500000 10.556920 0.000000 0.114583 0.000000
14 12 9 0.500000 10.925443 0.000000 0.072917 0.000000
15 13 10 0.500000 12.007375 0.000000 0.020833 0.000000
16 14 11 0.500000 11.471087 0.000000 0.031250 0.000000
17 15 12 0.500000 12.301955 0.000000 0.072917 0.000000
18 16 13 0.500000 10.831913 0.000000 0.052083 0.000000
19 17 14 0.500000 10.942777 0.000000 0.145833 0.000000
20 18 15 0.500000 11.699934 0.000000 0.052083 0.000000
21 19 16 0.500000 12.526654 0.000000 0.104167 0.000000
22 0 17 0.500000 11.601441 0.000000 0.093750 0.000000
23 0 18 0.500000 0.531250 11.639872 0.000000 0.010417 0.000000
24 1 19 0.500000 12.723348 0.000000 0.031250 0.000000
25 2 0 0.500000 13.151769 0.000000 0.062500 0.000000
26 3 1 0.500000 10.969514 0.000000 0.072917 0.000000
27 4 2 0.500000 10.674448 0.000000 0.031250 0.000000
28 5 3 0.500000 13.068334 0.000000 0.083333 0.000000
29 6 0 0.500000 11.328772 0.000000 0.010417 0.000000
30 7 1 0.500000 9.926997 0.000000 0.062500 0.000000
31 8 2 0.500000 12.859781 0.000000 0.104167 0.000000
32 9 3 0.500000 12.061253 0.000000 0.072917 0.000000
33 10 4 0.500000 11.358070 0.000000 0.177083 0.000000
34 11 5 0.500000 10.484346 0.000000 0.135417 0.000000
35 12 6 0.500000 10.926878 0.000000 0.197917 0.000000
36 7 0.500000 0.000000 0.218750 0.000000
37 8 0.500000 0.000000 0.114583 0.000000
38 9 0.500000 0.000000 0.052083 0.000000
39 10 0.500000 0.000000 0.072917 0.000000
40 11 0.500000 0.000000 0.072917 0.000000
41 12 0.500000 0.000000 0.125000 0.000000