Research Article
Node Importance Evaluation of Cyber-Physical System under Cyber-Attacks Spreading
Table 1
Values of BC and improved CC under IEEE57 attacking the 18th node.
| Importance ranking | Node | Improved CC | Node | BC | Importance ranking | Node | Improved CC | Node | BC |
| 1 | 4 | 1 | 38 | 493.47 | 29 | 49 | 5 | 21 | 82.917 | 2 | 19 | 1 | 13 | 432.47 | 30 | 52 | 5 | 30 | 68.245 | 3 | 3 | 2 | 9 | 373.28 | 31 | 55 | 5 | 40 | 67.543 | 4 | 5 | 2 | 49 | 337.51 | 32 | 24 | 6 | 44 | 58.817 | 5 | 6 | 2 | 22 | 294.18 | 33 | 27 | 6 | 48 | 55.767 | 6 | 20 | 2 | 37 | 255.63 | 34 | 37 | 6 | 20 | 55.5 | 7 | 2 | 3 | 11 | 221.13 | 35 | 41 | 6 | 45 | 55.15 | 8 | 7 | 3 | 36 | 218.67 | 36 | 43 | 6 | 54 | 51.742 | 9 | 8 | 3 | 24 | 209.83 | 37 | 47 | 6 | 14 | 50.233 | 10 | 15 | 3 | 15 | 204.59 | 38 | 48 | 6 | 31 | 49.317 | 11 | 21 | 3 | 8 | 189.39 | 39 | 50 | 6 | 19 | 48.083 | 12 | 1 | 4 | 23 | 177.93 | 40 | 51 | 6 | 1 | 43.183 | 13 | 9 | 4 | 41 | 161.46 | 41 | 53 | 6 | 10 | 36 | 14 | 13 | 4 | 29 | 157.58 | 42 | 54 | 6 | 39 | 31.75 | 15 | 14 | 4 | 7 | 153.08 | 43 | 25 | 7 | 50 | 30.602 | 16 | 22 | 4 | 35 | 149.09 | 44 | 26 | 7 | 52 | 29.7 | 17 | 29 | 4 | 4 | 134.47 | 45 | 36 | 7 | 53 | 26.442 | 18 | 45 | 4 | 56 | 124.46 | 46 | 39 | 7 | 47 | 21.75 | 19 | 10 | 5 | 3 | 112.92 | 47 | 42 | 7 | 57 | 20.25 | 20 | 11 | 5 | 34 | 112.59 | 48 | 56 | 7 | 46 | 18.983 | 21 | 12 | 5 | 6 | 111.95 | 49 | 30 | 8 | 51 | 13.602 | 22 | 16 | 5 | 12 | 107.50 | 50 | 35 | 8 | 2 | 9.758 | 23 | 17 | 5 | 25 | 104.49 | 51 | 40 | 8 | 16 | 6.667 | 24 | 23 | 5 | 32 | 99.155 | 52 | 57 | 8 | 17 | 6.667 | 25 | 28 | 5 | 28 | 99.15 | 53 | 31 | 9 | 5 | 0 | 26 | 38 | 5 | 26 | 94.733 | 54 | 34 | 9 | 33 | 0 | 27 | 44 | 5 | 55 | 92.242 | 55 | 32 | 10 | 42 | 0 | 28 | 46 | 5 | 27 | 88.483 | 56 | 33 | 11 | 43 | 0 |
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Notice. According to the improved CC, the lower the CC, the closer the node is to the attacked node and the higher the node importance.
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