Network attack detection method and device, electronic equipment and storage medium

The invention provides a network attack detection method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a reference attack alarm sequence vector corresponding to a reference attack, and generating a basic attack alarm sequence vector based on the...

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Bibliographische Detailangaben
Hauptverfasser: LI SHUDONG, LIN KAIHAN, GU ZHAOQUAN, MEI YANGYANG, HAN WEIHONG, JIA YAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a network attack detection method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a reference attack alarm sequence vector corresponding to a reference attack, and generating a basic attack alarm sequence vector based on the reference attack alarm sequence vector; generating a sample alarm sequence vector based on the basic attack alarm sequence vector; inputting the sample alarm sequence vector into a time sequence convolutional network and a classifier which are connected in sequence to obtain a sample detection attack stage corresponding to the sample alarm sequence vector, and training the time sequence convolutional network and the classifier based on the sample detection attack stage; and inputting the target attack alarm sequence vector into the trained time sequence convolutional network and the classifier to obtain an actual detection attack stage, and detecting the network attack by using the actual detection attack stage. T