Research Article

Webshell Detection Based on Executable Data Characteristics of PHP Code

Table 7

The evaluation index results.

Webshell detection toolsVersionAccuracyRecall

D shieldV2.0.90.98630.9633
WEBDIR+2020-0423-18000.97970.9118
PHP Malware Finder—0.89960.7904
SHELLPUBV 1.7.00.90270.6277
Our model—0.99660.9954