Compressed Firmware Classification Based on Extra Trees and Doc2Vec

Table 7

Example of error classification where the file size of a firmware file is too small compared to the others of the same vendor.

File size	File entropy	Mean of bytes	Document vector	Label
11,914,969	0.99999	127.50059	[1.37727, 1.01095, …]	TP-LINK
11,980,813	0.99999	127.50492	[1.87083, 1.52759, …]	TP-LINK
1,038,373	0.99997	127.71125	[1.85315, 1.06753, …]	TP-LINK