Cybersecurity

Table 5 Performance on RNN and hierarchical RNN

From: Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection

	Source	Target	DR		FPR
			Baseline	Ours	Baseline	Ours
RNN	proftpd	nginx	0.9800	0.9899	0.1292	0.0758
	proftpd	httpd	0.9887	0.9646	0.0867	0.0717
	proftpd	vsftpd	0.9226	0.9675	0.1192	0.1833
Hierarchical	proftpd	nginx	0.9064	0.7948	0.1575	0.1033
RNN	proftpd	httpd	0.8623	0.8096	0.0800	0.0800
	proftpd	vsftpd	0.8446	0.7203	0.2283	0.0967
Total			0.9174	0.8744	0.1335	0.1018

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