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Experiments due to first admission
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@Jeratt
Jeratt committed Nov 17, 2024
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60 changes: 60 additions & 0 deletions experiments/CiteSeer_Eattack
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mode:reverse prob:0.05 evasion:0.62 acc:0.67
mode:reverse prob:0.05 evasion:0.79 acc:0.81
mode:reverse prob:0.05 evasion:0.75 acc:0.78
mode:reverse prob:0.05 evasion:0.68 acc:0.67
mode:reverse prob:0.05 evasion:0.7 acc:0.73
mode:reverse prob:0.1 evasion:0.53 acc:0.57
mode:reverse prob:0.1 evasion:0.48 acc:0.5
mode:reverse prob:0.1 evasion:0.45 acc:0.47
mode:reverse prob:0.1 evasion:0.52 acc:0.54
mode:reverse prob:0.1 evasion:0.59 acc:0.65
mode:reverse prob:0.15 evasion:0.5 acc:0.53
mode:reverse prob:0.15 evasion:0.5 acc:0.52
mode:reverse prob:0.15 evasion:0.45 acc:0.46
mode:reverse prob:0.15 evasion:0.37 acc:0.38
mode:reverse prob:0.15 evasion:0.43 acc:0.46
mode:remove prob:0.05 evasion:0.02 acc:0.1
mode:remove prob:0.05 evasion:0.02 acc:0.11
mode:remove prob:0.05 evasion:0.03 acc:0.1
mode:remove prob:0.05 evasion:0.03 acc:0.12
mode:remove prob:0.05 evasion:0.05 acc:0.11
mode:remove prob:0.1 evasion:0.01 acc:0.11
mode:remove prob:0.1 evasion:0.0 acc:0.11
mode:remove prob:0.1 evasion:0.02 acc:0.11
mode:remove prob:0.1 evasion:0.01 acc:0.09
mode:remove prob:0.1 evasion:0.03 acc:0.12
mode:remove prob:0.15 evasion:0.02 acc:0.11
mode:remove prob:0.15 evasion:0.03 acc:0.1
mode:remove prob:0.15 evasion:0.03 acc:0.1
mode:remove prob:0.15 evasion:0.03 acc:0.11
mode:remove prob:0.15 evasion:0.04 acc:0.12
mode:add prob:0.05 evasion:0.09 acc:0.1
mode:add prob:0.05 evasion:0.04 acc:0.1
mode:add prob:0.05 evasion:0.05 acc:0.11
mode:add prob:0.05 evasion:0.06 acc:0.12
mode:add prob:0.05 evasion:0.06 acc:0.1
mode:add prob:0.1 evasion:0.07 acc:0.13
mode:add prob:0.1 evasion:0.09 acc:0.13
mode:add prob:0.1 evasion:0.09 acc:0.13
mode:add prob:0.1 evasion:0.05 acc:0.12
mode:add prob:0.1 evasion:0.06 acc:0.14
mode:add prob:0.15 evasion:0.08 acc:0.13
mode:add prob:0.15 evasion:0.08 acc:0.13
mode:add prob:0.15 evasion:0.08 acc:0.12
mode:add prob:0.15 evasion:0.07 acc:0.13
mode:add prob:0.15 evasion:0.08 acc:0.12
mode:rewire prob:0.05 evasion:0.0 acc:0.1
mode:rewire prob:0.05 evasion:0.0 acc:0.1
mode:rewire prob:0.05 evasion:0.0 acc:0.12
mode:rewire prob:0.05 evasion:0.01 acc:0.13
mode:rewire prob:0.05 evasion:0.0 acc:0.11
mode:rewire prob:0.1 evasion:0.01 acc:0.13
mode:rewire prob:0.1 evasion:0.01 acc:0.13
mode:rewire prob:0.1 evasion:0.01 acc:0.13
mode:rewire prob:0.1 evasion:0.01 acc:0.13
mode:rewire prob:0.1 evasion:0.01 acc:0.1
mode:rewire prob:0.15 evasion:0.0 acc:0.12
mode:rewire prob:0.15 evasion:0.0 acc:0.09
mode:rewire prob:0.15 evasion:0.0 acc:0.12
mode:rewire prob:0.15 evasion:0.0 acc:0.13
mode:rewire prob:0.15 evasion:0.0 acc:0.11
60 changes: 60 additions & 0 deletions experiments/CiteSeer_random
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mode:reverse prob:0.05 evasion:0.43 acc:0.49
mode:reverse prob:0.05 evasion:0.46 acc:0.45
mode:reverse prob:0.05 evasion:0.44 acc:0.5
mode:reverse prob:0.05 evasion:0.52 acc:0.53
mode:reverse prob:0.05 evasion:0.44 acc:0.46
mode:reverse prob:0.1 evasion:0.62 acc:0.65
mode:reverse prob:0.1 evasion:0.56 acc:0.59
mode:reverse prob:0.1 evasion:0.59 acc:0.62
mode:reverse prob:0.1 evasion:0.5 acc:0.55
mode:reverse prob:0.1 evasion:0.55 acc:0.56
mode:reverse prob:0.15 evasion:0.62 acc:0.62
mode:reverse prob:0.15 evasion:0.59 acc:0.6
mode:reverse prob:0.15 evasion:0.54 acc:0.53
mode:reverse prob:0.15 evasion:0.7 acc:0.71
mode:reverse prob:0.15 evasion:0.63 acc:0.66
mode:remove prob:0.05 evasion:0.0 acc:0.12
mode:remove prob:0.05 evasion:0.0 acc:0.15
mode:remove prob:0.05 evasion:0.0 acc:0.14
mode:remove prob:0.05 evasion:0.0 acc:0.14
mode:remove prob:0.05 evasion:0.0 acc:0.15
mode:remove prob:0.1 evasion:0.0 acc:0.12
mode:remove prob:0.1 evasion:0.0 acc:0.12
mode:remove prob:0.1 evasion:0.0 acc:0.11
mode:remove prob:0.1 evasion:0.0 acc:0.12
mode:remove prob:0.1 evasion:0.0 acc:0.14
mode:remove prob:0.15 evasion:0.01 acc:0.14
mode:remove prob:0.15 evasion:0.0 acc:0.12
mode:remove prob:0.15 evasion:0.0 acc:0.13
mode:remove prob:0.15 evasion:0.01 acc:0.12
mode:remove prob:0.15 evasion:0.0 acc:0.12
mode:add prob:0.05 evasion:0.03 acc:0.15
mode:add prob:0.05 evasion:0.01 acc:0.14
mode:add prob:0.05 evasion:0.0 acc:0.13
mode:add prob:0.05 evasion:0.01 acc:0.14
mode:add prob:0.05 evasion:0.03 acc:0.14
mode:add prob:0.1 evasion:0.02 acc:0.14
mode:add prob:0.1 evasion:0.01 acc:0.14
mode:add prob:0.1 evasion:0.01 acc:0.12
mode:add prob:0.1 evasion:0.04 acc:0.16
mode:add prob:0.1 evasion:0.03 acc:0.12
mode:add prob:0.15 evasion:0.04 acc:0.16
mode:add prob:0.15 evasion:0.02 acc:0.13
mode:add prob:0.15 evasion:0.02 acc:0.15
mode:add prob:0.15 evasion:0.06 acc:0.15
mode:add prob:0.15 evasion:0.03 acc:0.13
mode:rewire prob:0.05 evasion:0.0 acc:0.12
mode:rewire prob:0.05 evasion:0.01 acc:0.12
mode:rewire prob:0.05 evasion:0.01 acc:0.11
mode:rewire prob:0.05 evasion:0.01 acc:0.13
mode:rewire prob:0.05 evasion:0.01 acc:0.1
mode:rewire prob:0.1 evasion:0.02 acc:0.14
mode:rewire prob:0.1 evasion:0.04 acc:0.13
mode:rewire prob:0.1 evasion:0.03 acc:0.12
mode:rewire prob:0.1 evasion:0.02 acc:0.1
mode:rewire prob:0.1 evasion:0.02 acc:0.12
mode:rewire prob:0.15 evasion:0.03 acc:0.13
mode:rewire prob:0.15 evasion:0.0 acc:0.14
mode:rewire prob:0.15 evasion:0.03 acc:0.13
mode:rewire prob:0.15 evasion:0.02 acc:0.14
mode:rewire prob:0.15 evasion:0.02 acc:0.14
15 changes: 15 additions & 0 deletions experiments/CiteSeer_reverse_eattack
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mode:reverse prob:0.05 evasion:0.82 acc:0.84
mode:reverse prob:0.05 evasion:0.85 acc:0.87
mode:reverse prob:0.05 evasion:0.87 acc:0.89
mode:reverse prob:0.05 evasion:0.87 acc:0.88
mode:reverse prob:0.05 evasion:0.86 acc:0.87
mode:reverse prob:0.1 evasion:0.57 acc:0.58
mode:reverse prob:0.1 evasion:0.69 acc:0.72
mode:reverse prob:0.1 evasion:0.78 acc:0.79
mode:reverse prob:0.1 evasion:0.76 acc:0.78
mode:reverse prob:0.1 evasion:0.6 acc:0.63
mode:reverse prob:0.15 evasion:0.56 acc:0.58
mode:reverse prob:0.15 evasion:0.59 acc:0.6
mode:reverse prob:0.15 evasion:0.6 acc:0.62
mode:reverse prob:0.15 evasion:0.56 acc:0.59
mode:reverse prob:0.15 evasion:0.56 acc:0.58
20 changes: 20 additions & 0 deletions experiments/CiteSeer_reverse_eattack_small_probs
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mode:reverse prob:0.0 evasion:0.0 acc:0.1
mode:reverse prob:0.0 evasion:0.02 acc:0.11
mode:reverse prob:0.0 evasion:0.02 acc:0.12
mode:reverse prob:0.0 evasion:0.01 acc:0.12
mode:reverse prob:0.0 evasion:0.04 acc:0.13
mode:reverse prob:0.001 evasion:0.04 acc:0.13
mode:reverse prob:0.001 evasion:0.02 acc:0.11
mode:reverse prob:0.001 evasion:0.01 acc:0.1
mode:reverse prob:0.001 evasion:0.03 acc:0.12
mode:reverse prob:0.001 evasion:0.04 acc:0.14
mode:reverse prob:0.01 evasion:0.1 acc:0.17
mode:reverse prob:0.01 evasion:0.12 acc:0.21
mode:reverse prob:0.01 evasion:0.08 acc:0.16
mode:reverse prob:0.01 evasion:0.09 acc:0.14
mode:reverse prob:0.01 evasion:0.05 acc:0.15
mode:reverse prob:0.015 evasion:0.15 acc:0.16
mode:reverse prob:0.015 evasion:0.14 acc:0.21
mode:reverse prob:0.015 evasion:0.13 acc:0.2
mode:reverse prob:0.015 evasion:0.1 acc:0.15
mode:reverse prob:0.015 evasion:0.11 acc:0.17
12 changes: 12 additions & 0 deletions experiments/CiteSeer_reverse_eattack_small_probs_2
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mode:reverse prob:0.02 evasion:0.79 acc:0.79
mode:reverse prob:0.02 evasion:0.67 acc:0.66
mode:reverse prob:0.02 evasion:0.77 acc:0.76
mode:reverse prob:0.02 evasion:0.72 acc:0.72
mode:reverse prob:0.02 evasion:0.65 acc:0.63
mode:reverse prob:0.025 evasion:0.71 acc:0.72
mode:reverse prob:0.025 evasion:0.64 acc:0.64
mode:reverse prob:0.025 evasion:0.66 acc:0.66
mode:reverse prob:0.025 evasion:0.72 acc:0.71
mode:reverse prob:0.025 evasion:0.62 acc:0.63
mode:reverse prob:0.03 evasion:0.53 acc:0.52
mode:reverse prob:0.03 evasion:0.56 acc:0.56
12 changes: 12 additions & 0 deletions experiments/Cora_eattack_reverse_smallprobs
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mode:reverse prob:0.01 evasion:0.45 acc:0.43
mode:reverse prob:0.01 evasion:0.39 acc:0.4
mode:reverse prob:0.01 evasion:0.24 acc:0.29
mode:reverse prob:0.01 evasion:0.18 acc:0.23
mode:reverse prob:0.02 evasion:0.25 acc:0.26
mode:reverse prob:0.02 evasion:0.24 acc:0.28
mode:reverse prob:0.02 evasion:0.36 acc:0.37
mode:reverse prob:0.02 evasion:0.33 acc:0.35
mode:reverse prob:0.03 evasion:0.24 acc:0.26
mode:reverse prob:0.03 evasion:0.28 acc:0.26
mode:reverse prob:0.03 evasion:0.23 acc:0.25
mode:reverse prob:0.03 evasion:0.19 acc:0.23
20 changes: 20 additions & 0 deletions experiments/Cora_reverse_eattack_correct_feat_prob
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mode:reverse prob:0.03 evasion:0.38 acc:0.39
mode:reverse prob:0.03 evasion:0.23 acc:0.24
mode:reverse prob:0.03 evasion:0.29 acc:0.31
mode:reverse prob:0.03 evasion:0.23 acc:0.25
mode:reverse prob:0.04 evasion:0.32 acc:0.35
mode:reverse prob:0.04 evasion:0.3 acc:0.31
mode:reverse prob:0.04 evasion:0.25 acc:0.27
mode:reverse prob:0.04 evasion:0.31 acc:0.32
mode:reverse prob:0.05 evasion:0.26 acc:0.3
mode:reverse prob:0.05 evasion:0.23 acc:0.25
mode:reverse prob:0.05 evasion:0.28 acc:0.31
mode:reverse prob:0.05 evasion:0.26 acc:0.28
mode:reverse prob:0.1 evasion:0.15 acc:0.19
mode:reverse prob:0.1 evasion:0.22 acc:0.24
mode:reverse prob:0.1 evasion:0.23 acc:0.27
mode:reverse prob:0.1 evasion:0.21 acc:0.21
mode:reverse prob:0.15 evasion:0.2 acc:0.21
mode:reverse prob:0.15 evasion:0.23 acc:0.24
mode:reverse prob:0.15 evasion:0.15 acc:0.18
mode:reverse prob:0.15 evasion:0.22 acc:0.22
28 changes: 28 additions & 0 deletions experiments/Cora_reverse_low_random
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mode:reverse prob:0.001 evasion:0.69 acc:0.69
mode:reverse prob:0.001 evasion:0.68 acc:0.68
mode:reverse prob:0.001 evasion:0.68 acc:0.69
mode:reverse prob:0.001 evasion:0.7 acc:0.71
mode:reverse prob:0.005 evasion:0.71 acc:0.71
mode:reverse prob:0.005 evasion:0.69 acc:0.7
mode:reverse prob:0.005 evasion:0.68 acc:0.67
mode:reverse prob:0.005 evasion:0.68 acc:0.69
mode:reverse prob:0.01 evasion:0.69 acc:0.7
mode:reverse prob:0.01 evasion:0.69 acc:0.69
mode:reverse prob:0.01 evasion:0.67 acc:0.68
mode:reverse prob:0.01 evasion:0.7 acc:0.7
mode:reverse prob:0.015 evasion:0.7 acc:0.7
mode:reverse prob:0.015 evasion:0.69 acc:0.7
mode:reverse prob:0.015 evasion:0.69 acc:0.7
mode:reverse prob:0.015 evasion:0.71 acc:0.71
mode:reverse prob:0.02 evasion:0.71 acc:0.71
mode:reverse prob:0.02 evasion:0.69 acc:0.7
mode:reverse prob:0.02 evasion:0.68 acc:0.7
mode:reverse prob:0.02 evasion:0.68 acc:0.68
mode:reverse prob:0.025 evasion:0.69 acc:0.7
mode:reverse prob:0.025 evasion:0.68 acc:0.7
mode:reverse prob:0.025 evasion:0.67 acc:0.68
mode:reverse prob:0.025 evasion:0.69 acc:0.7
mode:reverse prob:0.03 evasion:0.69 acc:0.7
mode:reverse prob:0.03 evasion:0.7 acc:0.71
mode:reverse prob:0.03 evasion:0.69 acc:0.69
mode:reverse prob:0.03 evasion:0.69 acc:0.7
28 changes: 28 additions & 0 deletions experiments/Cora_reverse_ultrasmall_random
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mode:reverse prob:0.01 evasion:0.23 acc:0.25
mode:reverse prob:0.01 evasion:0.28 acc:0.31
mode:reverse prob:0.01 evasion:0.27 acc:0.28
mode:reverse prob:0.01 evasion:0.24 acc:0.26
mode:reverse prob:0.02 evasion:0.27 acc:0.31
mode:reverse prob:0.02 evasion:0.39 acc:0.41
mode:reverse prob:0.02 evasion:0.37 acc:0.38
mode:reverse prob:0.02 evasion:0.44 acc:0.44
mode:reverse prob:0.03 evasion:0.48 acc:0.48
mode:reverse prob:0.03 evasion:0.44 acc:0.46
mode:reverse prob:0.03 evasion:0.42 acc:0.45
mode:reverse prob:0.03 evasion:0.54 acc:0.55
mode:reverse prob:0.04 evasion:0.5 acc:0.52
mode:reverse prob:0.04 evasion:0.52 acc:0.55
mode:reverse prob:0.04 evasion:0.52 acc:0.54
mode:reverse prob:0.04 evasion:0.55 acc:0.56
mode:reverse prob:0.05 evasion:0.53 acc:0.55
mode:reverse prob:0.05 evasion:0.6 acc:0.62
mode:reverse prob:0.05 evasion:0.57 acc:0.58
mode:reverse prob:0.05 evasion:0.57 acc:0.58
mode:reverse prob:0.1 evasion:0.7 acc:0.71
mode:reverse prob:0.1 evasion:0.65 acc:0.66
mode:reverse prob:0.1 evasion:0.68 acc:0.69
mode:reverse prob:0.1 evasion:0.68 acc:0.69
mode:reverse prob:0.15 evasion:0.69 acc:0.71
mode:reverse prob:0.15 evasion:0.69 acc:0.7
mode:reverse prob:0.15 evasion:0.69 acc:0.7
mode:reverse prob:0.15 evasion:0.67 acc:0.68
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