Advances, Systems and Applications
Table 4 Analysis of dataset account attributes
From: Ensuring security in edge computing through effective blockchain node detection
Feature | Normal accounts | Illicit accounts | ||||
|---|---|---|---|---|---|---|
| Â | mean | median | std | mean | median | std |
NTS | 513.40 | 90.00 | 1340.54 | 22.91 | 2.00 | 198.20 |
max_VS | 135.67 | 4.90 | 2329.42 | 75.38 | 4.00 | 856.16 |
min_VS | 0.61 | 0.00 | 41.00 | 17.49 | 0.10 | 434.24 |
TVS | 2963.54 | 28.20 | 85792.10 | 133.99 | 5.99 | 1203.30 |
AVS | 3.02 | 0.30 | 47.40 | 27.60 | 1.57 | 485.83 |
avg_TIS | 13491.97 | 2550.67 | 36591.24 | 17332.89 | 111.55 | 77438.72 |
NTR | 78.92 | 14.00 | 381.46 | 34.61 | 6.00 | 248.60 |
max_VR | 114.98 | 3.46 | 2545.93 | 58.31 | 2.41 | 747.65 |
min_VR | 1.04 | 0.00 | 41.75 | 21.52 | 0.02 | 607.25 |
TVR | 1906.49 | 14.24 | 77983.87 | 103.57 | 6.00 | 949.58 |
AVR | 8.48 | 0.73 | 80.15 | 30.36 | 0.90 | 623.45 |
avg_TIR | 17083.43 | 5830.90 | 34763.81 | 6684.79 | 247.67 | 28455.29 |
TETF | 4.83 | 0.61 | 16.99 | 0.14 | 0.01 | 1.16 |
AETF | 8.25E-03 | 7.12E-03 | 8.00E-03 | 1.66E-03 | 5.93E-04 | 1.18E-02 |
TDFL | 9.06E+05 | 7.78E+05 | 7.57E+05 | 2.07E+05 | 2.38E+04 | 4.26E+05 |
TEB | -1057.05a | -3.24a | 24067.01 | -30.42a | 0.00 | 572.08 |
UAS | 88.66 | 21.00 | 328.15 | 9.47 | 2.00 | 57.37 |
UAR | 26.19 | 6.00 | 240.67 | 23.55 | 5.00 | 188.21 |