EURASIP Journal on Information Security

Table 3 Performance of classifiers on unseen P2P botnets

From: PeerShark: flow-clustering and conversation-generation for malicious peer-to-peer traffic identification

	Decision trees			Random forests			Bayesian network
	Classified	Classified	Accuracy (%)	Classified	Classified	Accuracy (%)	Classified	Classified	Accuracy (%)
	malicious	benign		malicious	benign		malicious	benign
Zeus	2,696	55	98%	2,717	34	98.76%	2,660	91	96.69%
Nugache	42	7	85.71%	43	6	87.76%	48	1	97.96%

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