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IEEE/ICACT20240269 Slide.20        [Big Slide]	Oral Presentation
	The experimental results are summarized in the table. Initially, there were 27 clusters, but after implementing the hybrid clustering method, the number of clusters increased to 42. Following the experiments mentioned above, it can be found that the defensive rate of malicious packets increased from 91% to 93%, which shows that adding LSH as one of the clustering techniques improves the detection effect of snort abnormal packets.

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