Research Article
A New Method for WebShell Detection Based on Bidirectional GRU and Attention Mechanism
Table 8
Comparison of JSP-type WebShell detection performance.
| | Method source | acc (%) | pre (%) | recall (%) | F1 value (%) |
| | Reference [34] | Not mentioned | 99.10 | 98.7 | 98.90 | | Reference [35] | 95.97% | 96.15 | 90.36 | 93.17 | | Reference [36] | 97.09% | 99.38 | 96.76 | 98.05 | | Reference [37] | 98.73% | 98.84 | 95.69 | 97.23 | | This study | 99.23% | 98.70 | 99.13 | 98.91 |
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The bold text means the best results in each performance comparison.
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