Table 4 Quantitative results of our method specific to attack types.

	Accuracy		Precision		Recall		F1-score
	RTIDS	Ours	RTIDS	Ours	RTIDS	Ours	RTIDS	Ours
Benign	99.47	99.05	98.79	98.86	99.74	99.40	99.60	99.13
DNS	97.36	98.43	97.00	98.25	97.04	97.98	97.18	98.12
LDAP	98.03	99.31	97.62	99.27	97.32	98.50	97.82	98.88
MSSQL	96.69	99.47	90.23	98.90	93.42	97.02	93.35	97.95
NetBIOS	94.03	98.18	99.60	97.64	96.79	97.35	96.73	97.49
NTP	99.65	98.38	99.51	97.65	99.58	99.35	99.58	98.49
SNMP	98.05	98.74	93.82	99.06	95.92	97.90	95.89	98.47
SSDP	91.41	99.51	92.00	98.79	85.11	98.60	90.03	98.69
TFTP	97.71	98.04	99.65	97.65	97.51	98.39	98.67	98.02
UDP	97.29	98.55	75.71	97.98	86.05	98.04	85.16	98.01
UDPLag	96.27	98.83	95.91	99.45	86.05	99.26	96.09	99.35
WebDDos	89.77	99.42	88.89	98.91	84.46	99.39	86.95	99.15

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