Research Article
Compressed Firmware Classification Based on Extra Trees and Doc2Vec
Table 6
Example of error classification where the file size of a firmware file is too large compared to the others of the same vendor.
| File size | File entropy | Mean of bytes | Document vector | Label |
| 1,631,139 | 0.99998 | 127.63984 | [2.15851, −0.35126, …] | Mercury | 1,601,440 | 0.99998 | 127.57772 | [−0.69567, 1.79206, …] | Mercury | 1,601,591 | 0.99998 | 127.51732 | [0.08802, 1.29891, …] | Mercury | 2,327,890 | 0.99999 | 127.43466 | [2.48045, −1.90191, …] | Mercury |
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