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Tinsae
2026-07-10 14:53:51 +02:00
parent 998e5d1895
commit 47fbb19761
25 changed files with 3805 additions and 1564 deletions
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reports/LinearFiltration/attack_values_old.csv
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@@ -1,101 +1,108 @@
target_class,attack_mia_accuracy,latent_distance_tell
0,0.932292,0.000000
1,0.994792,0.000000
2,0.411458,0.000000
3,0.916667,0.000000
4,0.885417,0.000000
5,0.968750,0.000000
6,0.921875,0.000000
7,0.760417,0.000000
8,0.437500,0.000000
9,0.479167,0.000000
10,0.364583,0.000000
11,0.458333,0.000000
12,0.453125,0.000000
13,0.463542,0.000000
14,0.708333,0.000000
15,0.479167,0.000000
16,0.989583,0.000000
17,0.937500,0.000000
18,0.552083,0.000000
19,0.401042,0.000000
0,0.942708,0.000000
1,1.000000,0.000000
2,0.421875,0.000000
3,0.932292,0.000000
4,0.854167,0.000000
5,0.963542,0.000000
6,0.958333,0.000000
7,0.703125,0.000000
8,0.401042,0.000000
9,0.479167,0.000000
10,0.411458,0.000000
11,0.437500,0.000000
12,0.489583,0.000000
13,0.468750,0.000000
14,0.729167,0.000000
15,0.484375,0.000000
16,1.000000,0.000000
17,0.927083,0.000000
18,0.510417,0.000000
19,0.380208,0.000000
0,0.973958,0.000000
1,0.994792,0.000000
2,0.473958,0.000000
3,0.927083,0.000000
4,0.911458,0.000000
5,0.953125,0.000000
6,0.963542,0.000000
7,0.697917,0.000000
8,0.442708,0.000000
9,0.484375,0.000000
10,0.416667,0.000000
11,0.416667,0.000000
12,0.473958,0.000000
13,0.494792,0.000000
14,0.755208,0.000000
15,0.484375,0.000000
16,0.994792,0.000000
17,0.963542,0.000000
18,0.510417,0.000000
19,0.395833,0.000000
0,0.979167,0.000000
1,1.000000,0.000000
2,0.390625,0.000000
3,0.942708,0.000000
4,0.869792,0.000000
5,0.979167,0.000000
6,0.968750,0.000000
7,0.692708,0.000000
8,0.437500,0.000000
9,0.494792,0.000000
10,0.416667,0.000000
11,0.416667,0.000000
12,0.473958,0.000000
13,0.473958,0.000000
14,0.640625,0.000000
15,0.598958,0.000000
16,0.989583,0.000000
17,0.968750,0.000000
18,0.536458,0.000000
19,0.427083,0.000000
0,0.984375,0.000000
1,1.000000,0.000000
2,0.416667,0.000000
3,0.927083,0.000000
4,0.890625,0.000000
5,0.947917,0.000000
6,0.973958,0.000000
7,0.765625,0.000000
8,0.416667,0.000000
9,0.515625,0.000000
10,0.421875,0.000000
11,0.427083,0.000000
12,0.458333,0.000000
13,0.479167,0.000000
14,0.671875,0.000000
15,0.494792,0.000000
16,0.994792,0.000000
17,0.953125,0.000000
18,0.500000,0.000000
19,0.411458,0.000000
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
13,0.500000,1.000000, 0.177083, 0.478610
14,0.500000,1.000000, 0.177083, 0.465639
15,0.500000,1.000000, 0.031250, 0.481693
16,0.500000,1.000000, 0.062500, 0.471196
17,0.500000,1.000000, 0.218750, 0.467138
18,0.500000,1.000000, 0.156250, 0.450509
19,0.500000,1.000000, 0.177083, 0.494708
0,0.500000,1.000000, 0.062500, 0.485891
1,0.500000,1.000000, 0.218750, 0.478561
2,0.500000,1.000000, 0.135417, 0.532665
3,0.500000,1.000000, 0.072917, 0.489767
4,0.500000,1.000000, 0.125000, 0.507482
5,0.500000,1.000000, 0.031250, 0.494227
6,0.500000,1.000000, 0.114583, 0.482238
7,0.500000,1.000000, 0.041667, 0.515044
8,0.500000,1.000000, 0.250000, 0.487606
9,0.500000,1.000000, 0.083333, 0.481131
10,0.500000,1.000000, 0.229167, 0.452552
11,0.500000,1.000000, 0.291667, 0.507944
12,0.500000,1.000000, 0.177083, 0.454018
13,0.500000,1.000000, 0.250000, 0.478261
14,0.500000,1.000000, 0.145833, 0.474314
15,0.500000,1.000000, 0.135417, 0.480764
16,0.500000,1.000000, 0.020833, 0.468673
17,0.500000,1.000000, 0.281250, 0.465219
18,0.493750,1.000000, 0.177083, 0.460478
19,0.500000,1.000000, 0.322917, 0.491559
0,0.500000,1.000000, 0.072917, 0.481852
1,0.500000,1.000000, 0.197917, 0.479149
2,0.500000,1.000000, 0.218750, 0.525174
3,0.500000,1.000000, 0.156250, 0.486232
4,0.500000,1.000000, 0.052083, 0.512113
5,0.500000,1.000000, 0.010417, 0.486220
6,0.500000,1.000000, 0.208333, 0.487183
7,0.500000,1.000000, 0.083333, 0.514833
8,0.500000,1.000000, 0.052083, 0.491940
9,0.500000,1.000000, 0.052083, 0.489207
10,0.500000,1.000000, 0.104167, 0.454086
11,0.500000,1.000000, 0.333333, 0.503387
12,0.500000,1.000000, 0.208333, 0.455327
13,0.500000,1.000000, 0.020833, 0.486724
14,0.500000,1.000000, 0.010417, 0.471118
15,0.500000,1.000000, 0.010417, 0.477412
16,0.500000,1.000000, 0.260417, 0.467595
17,0.500000,1.000000, 0.208333, 0.467013
18,0.500000,1.000000, 0.270833, 0.453672
19,0.500000,1.000000, 0.208333, 0.496708
0,0.500000,1.000000, 0.177083, 0.478702
1,0.500000,1.000000, 0.145833, 0.479852
2,0.500000,1.000000, 0.156250, 0.524556
3,0.500000,1.000000, 0.020833, 0.484795
4,0.500000,1.000000, 0.000000, 0.510410
5,0.500000,1.000000, 0.072917, 0.494813
6,0.500000,1.000000, 0.239583, 0.479916
7,0.500000,1.000000, 0.062500, 0.516064
8,0.500000,1.000000, 0.114583, 0.486330
9,0.500000,1.000000, 0.093750, 0.483989
10,0.500000,1.000000, 0.260417, 0.458786
11,0.500000,1.000000, 0.218750, 0.500200
12,0.500000,1.000000, 0.166667, 0.460794
13,0.500000,1.000000, 0.135417, 0.487145
14,0.500000,1.000000, 0.041667, 0.470029
15,0.500000,1.000000, 0.020833, 0.479780
16,0.500000,1.000000, 0.208333, 0.468624
17,0.500000,1.000000, 0.291667, 0.465381
18,0.493750,1.000000, 0.145833, 0.449917
19,0.500000,1.000000, 0.250000, 0.493480
0,0.500000,1.000000, 0.145833, 0.477865
1,0.500000,1.000000, 0.072917, 0.476946
2,0.500000,1.000000, 0.187500, 0.530780
1 target_class attack_mia_accuracy parameter_mia_accuracy latent_distance_tell lookalike_accuracy A-Dist JS-Dist
2 0 0.932292 0.500000 0.000000 1.000000 0.062500 0.485899
3 1 0.994792 0.500000 0.000000 1.000000 0.083333 0.484178
4 2 0.411458 0.500000 0.000000 0.989583 0.010417 0.525418
5 3 0.916667 0.500000 0.000000 0.989583 0.333333 0.487282
6 4 0.885417 0.500000 0.000000 1.000000 0.020833 0.505002
7 5 0.968750 0.500000 0.000000 1.000000 0.093750 0.491621
8 6 0.921875 0.500000 0.000000 1.000000 0.052083 0.482068
9 7 0.760417 0.500000 0.000000 0.979167 0.010417 0.519800
10 8 0.437500 0.500000 0.000000 0.989583 0.020833 0.485863
11 9 0.479167 0.500000 0.000000 0.989583 0.208333 0.483455
12 10 0.364583 0.500000 0.000000 1.000000 0.145833 0.454615
13 11 0.458333 0.500000 0.000000 1.000000 0.333333 0.495618
14 12 0.453125 0.500000 0.000000 1.000000 0.072917 0.458427
15 13 0.463542 0.500000 0.000000 1.000000 0.135417 0.477052
16 14 0.708333 0.500000 0.000000 1.000000 0.020833 0.472611
17 15 0.479167 0.500000 0.000000 1.000000 0.239583 0.479607
18 16 0.989583 0.500000 0.000000 1.000000 0.135417 0.468667
19 17 0.937500 0.500000 0.000000 1.000000 0.208333 0.469592
20 18 0.552083 0.500000 0.000000 1.000000 0.197917 0.454318
21 19 0.401042 0.500000 0.000000 0.989583 0.041667 0.499034
22 0 0.942708 0.500000 0.000000 1.000000 0.072917 0.483694
23 1 1.000000 0.500000 0.000000 1.000000 0.239583 0.482249
24 2 0.421875 0.500000 0.000000 0.989583 0.062500 0.528699
25 3 0.932292 0.500000 0.000000 1.000000 0.177083 0.488769
26 4 0 0.854167 0.500000 0.000000 1.000000 0.208333 0.479962
27 5 1 0.963542 0.500000 0.000000 1.000000 0.177083 0.480766
28 6 2 0.958333 0.500000 0.000000 1.000000 0.156250 0.530593
29 7 3 0.703125 0.500000 0.000000 1.000000 0.031250 0.490093
30 8 4 0.401042 0.500000 0.000000 1.000000 0.062500 0.514937
31 9 5 0.479167 0.500000 0.000000 1.000000 0.041667 0.483999
32 10 6 0.411458 0.500000 0.000000 1.000000 0.041667 0.480639
33 11 7 0.437500 0.500000 0.000000 1.000000 0.114583 0.516643
34 12 8 0.489583 0.500000 0.000000 1.000000 0.322917 0.482295
35 13 9 0.468750 0.500000 0.000000 1.000000 0.156250 0.482486
36 14 10 0.729167 0.500000 0.000000 1.000000 0.208333 0.454807
37 15 11 0.484375 0.500000 0.000000 1.000000 0.197917 0.496418
38 16 12 1.000000 0.500000 0.000000 1.000000 0.083333 0.449275
39 17 13 0.927083 0.500000 0.000000 1.000000 0.177083 0.478610
40 18 14 0.510417 0.500000 0.000000 1.000000 0.177083 0.465639
41 19 15 0.380208 0.500000 0.000000 1.000000 0.031250 0.481693
42 0 16 0.973958 0.500000 0.000000 1.000000 0.062500 0.471196
43 1 17 0.994792 0.500000 0.000000 1.000000 0.218750 0.467138
44 2 18 0.473958 0.500000 0.000000 1.000000 0.156250 0.450509
45 3 19 0.927083 0.500000 0.000000 1.000000 0.177083 0.494708
46 4 0 0.911458 0.500000 0.000000 1.000000 0.062500 0.485891
47 5 1 0.953125 0.500000 0.000000 1.000000 0.218750 0.478561
48 6 2 0.963542 0.500000 0.000000 1.000000 0.135417 0.532665
49 7 3 0.697917 0.500000 0.000000 1.000000 0.072917 0.489767
50 8 4 0.442708 0.500000 0.000000 1.000000 0.125000 0.507482
51 9 5 0.484375 0.500000 0.000000 1.000000 0.031250 0.494227
52 10 6 0.416667 0.500000 0.000000 1.000000 0.114583 0.482238
53 11 7 0.416667 0.500000 0.000000 1.000000 0.041667 0.515044
54 12 8 0.473958 0.500000 0.000000 1.000000 0.250000 0.487606
55 13 9 0.494792 0.500000 0.000000 1.000000 0.083333 0.481131
56 14 10 0.755208 0.500000 0.000000 1.000000 0.229167 0.452552
57 15 11 0.484375 0.500000 0.000000 1.000000 0.291667 0.507944
58 16 12 0.994792 0.500000 0.000000 1.000000 0.177083 0.454018
59 17 13 0.963542 0.500000 0.000000 1.000000 0.250000 0.478261
60 18 14 0.510417 0.500000 0.000000 1.000000 0.145833 0.474314
61 19 15 0.395833 0.500000 0.000000 1.000000 0.135417 0.480764
62 0 16 0.979167 0.500000 0.000000 1.000000 0.020833 0.468673
63 1 17 1.000000 0.500000 0.000000 1.000000 0.281250 0.465219
64 2 18 0.390625 0.493750 0.000000 1.000000 0.177083 0.460478
65 3 19 0.942708 0.500000 0.000000 1.000000 0.322917 0.491559
66 4 0 0.869792 0.500000 0.000000 1.000000 0.072917 0.481852
67 5 1 0.979167 0.500000 0.000000 1.000000 0.197917 0.479149
68 6 2 0.968750 0.500000 0.000000 1.000000 0.218750 0.525174
69 7 3 0.692708 0.500000 0.000000 1.000000 0.156250 0.486232
70 8 4 0.437500 0.500000 0.000000 1.000000 0.052083 0.512113
71 9 5 0.494792 0.500000 0.000000 1.000000 0.010417 0.486220
72 10 6 0.416667 0.500000 0.000000 1.000000 0.208333 0.487183
73 11 7 0.416667 0.500000 0.000000 1.000000 0.083333 0.514833
74 12 8 0.473958 0.500000 0.000000 1.000000 0.052083 0.491940
75 13 9 0.473958 0.500000 0.000000 1.000000 0.052083 0.489207
76 14 10 0.640625 0.500000 0.000000 1.000000 0.104167 0.454086
77 15 11 0.598958 0.500000 0.000000 1.000000 0.333333 0.503387
78 16 12 0.989583 0.500000 0.000000 1.000000 0.208333 0.455327
79 17 13 0.968750 0.500000 0.000000 1.000000 0.020833 0.486724
80 18 14 0.536458 0.500000 0.000000 1.000000 0.010417 0.471118
81 19 15 0.427083 0.500000 0.000000 1.000000 0.010417 0.477412
82 0 16 0.984375 0.500000 0.000000 1.000000 0.260417 0.467595
83 1 17 1.000000 0.500000 0.000000 1.000000 0.208333 0.467013
84 2 18 0.416667 0.500000 0.000000 1.000000 0.270833 0.453672
85 3 19 0.927083 0.500000 0.000000 1.000000 0.208333 0.496708
86 4 0 0.890625 0.500000 0.000000 1.000000 0.177083 0.478702
87 5 1 0.947917 0.500000 0.000000 1.000000 0.145833 0.479852
88 6 2 0.973958 0.500000 0.000000 1.000000 0.156250 0.524556
89 7 3 0.765625 0.500000 0.000000 1.000000 0.020833 0.484795
90 8 4 0.416667 0.500000 0.000000 1.000000 0.000000 0.510410
91 9 5 0.515625 0.500000 0.000000 1.000000 0.072917 0.494813
92 10 6 0.421875 0.500000 0.000000 1.000000 0.239583 0.479916
93 11 7 0.427083 0.500000 0.000000 1.000000 0.062500 0.516064
94 12 8 0.458333 0.500000 0.000000 1.000000 0.114583 0.486330
95 13 9 0.479167 0.500000 0.000000 1.000000 0.093750 0.483989
96 14 10 0.671875 0.500000 0.000000 1.000000 0.260417 0.458786
97 15 11 0.494792 0.500000 0.000000 1.000000 0.218750 0.500200
98 16 12 0.994792 0.500000 0.000000 1.000000 0.166667 0.460794
99 17 13 0.953125 0.500000 0.000000 1.000000 0.135417 0.487145
100 18 14 0.500000 0.500000 0.000000 1.000000 0.041667 0.470029
101 19 15 0.411458 0.500000 0.000000 1.000000 0.020833 0.479780
102 16 0.500000 1.000000 0.208333 0.468624
103 17 0.500000 1.000000 0.291667 0.465381
104 18 0.493750 1.000000 0.145833 0.449917
105 19 0.500000 1.000000 0.250000 0.493480
106 0 0.500000 1.000000 0.145833 0.477865
107 1 0.500000 1.000000 0.072917 0.476946
108 2 0.500000 1.000000 0.187500 0.530780