Wireless Communications and Mobile Computing

Research Article

Webshell Detection Based on Executable Data Characteristics of PHP Code

Table 5

Confusion matrices of each group of experiments.


Model name	Classification algorithm	Actual	Predicted
Model name	Classification algorithm	Actual	Positive	Negative

Model 1	Random forest	Positive
	Random forest	Negative
	Support vector machine	Positive
	Support vector machine	Negative
	Multilayer perceptron	Positive
	Multilayer perceptron	Negative

Model 2	Random forest	Positive
	Random forest	Negative
	Support vector machine	Positive
	Support vector machine	Negative
	Multilayer perceptron	Positive
	Multilayer perceptron	Negative

Model 3	Random forest	Positive
	Random forest	Negative
	Support vector machine	Positive
	Support vector machine	Negative
	Multilayer perceptron	Positive
	Multilayer perceptron	Negative

The maximum value of the same algorithm in different models.