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IEEE/ICACT20220024 Slide.12
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The dependence shows the interaction between the SHAP value for Destination Port, Destination Port, and Source Port. The cases with 8080 Destination Port have high SHAP values, validating our presumption. The bar chart also shows that Network Service Scanning can be detected by Backward Packet Per Second and Packet Length Mean and Brute Force can be effectively identified by Minimal Forward Segment Size. | |
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