Security and Communication Networks / 2019 / Article / Tab 2

Research Article

Session-Based Webshell Detection Using Machine Learning in Web Logs

Table 2

The influence of different thresholds in session identification.

Threshold (%)AccuracyRecallPrecisionF1 score

550.9320.86240.87570.8690
600.93640.8690.89580.8822
650.95980.95680.89770.9263
700.95970.96150.90360.9317
750.96960.93680.90090.9185
800.93760.94010.85180.8937
850.89740.72280.69320.7077
900.87790.71860.64180.6780

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.