5G slice escape attack detection method based on full-flow adaptive detection
The invention discloses a 5G slice escape attack detection method based on full-flow adaptive detection. The adaptive detection of a slice escape attack is realized. Aiming at different points of slice escape attacks in the slices and among the slices, eleven-tuple features are provided, and slice e...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a 5G slice escape attack detection method based on full-flow adaptive detection. The adaptive detection of a slice escape attack is realized. Aiming at different points of slice escape attacks in the slices and among the slices, eleven-tuple features are provided, and slice escape attack detection in the slices and among the slices is realized; a two-stage detection module is introduced, rapid preliminary pre-detection is carried out by using an information entropy technology, and second-stage detection recheck is carried out on traffic with abnormal pre-detection, so that the detection time is greatly shortened; a self-attention mechanism, a long-short-term memory network and a cooperative detection model are introduced, the self-attention mechanism can help to determine a feature weight, the cooperative detection model starts from a propagation link of attack traffic, and a final detection result is obtained through cooperative analysis of feature correction of an associated switch, |
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