Research Article
An Unknown Protocol Identification Method for Industrial Internet
Table 4
ASCII encoding unknown protocol recognition accuracy table.
| | Algorithm | Group 1 | Group 2 | Group 3 | Group 4 | Group 5 | Group 6 | Group 7 | Group 8 | Group 9 | Group 10 | Mean |
| | DBSCAN | 97.02% | 94.71% | 97.36% | 94.06% | 95.32% | 92.06% | 95.89% | 96.86% | 92.46% | 95.87% | 95.16% | | -means | 91.05% | 89.13% | 90.67% | 84.04% | 86.40% | 90.80% | 87.44% | 84.94% | 86.62% | 87.47% | 87.86% | | Meanshift | 93.57% | 92.77% | 91.83% | 91.73% | 87.45% | 93.62% | 90.37% | 88.10% | 93.08% | 91.24% | 91.38% |
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