Attack level rate |
Byzantine failure |
25 |
16.5 |
23.6 |
19 |
23 |
5.6 |
Malicious data modification attack |
23.6 |
18.95 |
26.7 |
21.5 |
25 |
7.5 |
Even server colluding attacks |
19.6 |
15.8 |
25.7 |
18.7 |
21.8 |
6.3 |
Security level rate |
Byzantine failure |
73.5 |
68.4 |
55.6 |
58.9 |
76.8 |
91.5 |
Malicious data modification attack |
78.6 |
75.4 |
59.3 |
55.7 |
68.04 |
89.6 |
Even server colluding attacks |
71.65 |
71.54 |
63.6 |
53.9 |
73.8 |
90.8 |
Classification Accuracy (%) |
Byzantine failure Malicious data |
73 |
85.6 |
60.8 |
78 |
83 |
95.7 |
modification attack |
75.7 |
81.5 |
70.2 |
76.5 |
82 |
94 |
Even server colluding attacks |
65.4 |
78.7 |
73.5 |
68.5 |
79 |
97.6 |