id	sid	eid	entity	type
easat-5899	1	1	2576-8484	DATE
easat-5899	2	1	9	CARDINAL
easat-5899	2	2	3	CARDINAL
easat-5899	2	3	2993-2999 2025	CARDINAL
easat-5899	2	4	2025	CARDINAL
easat-5899	3	1	2025	CARDINAL
easat-5899	3	2	20 january 2025	DATE
easat-5899	3	3	16 march 2025	DATE
easat-5899	3	4	21 march 2025	DATE
easat-5899	3	5	29	CARDINAL
easat-5899	3	6	2025	CARDINAL
easat-5899	3	7	nygirl@konkuk.ac.kr	CARDINAL
easat-5899	3	8	kim1	PERSON
easat-5899	3	9	hyun-jung kim2	PERSON
easat-5899	3	10	1konkuk	CARDINAL
easat-5899	3	11	seoul	GPE
easat-5899	3	12	korea	GPE
easat-5899	4	1	2konkuk university	ORG
easat-5899	4	2	seoul	GPE
easat-5899	4	3	korea	GPE
easat-5899	8	1	98.42%	PERCENT
easat-5899	8	2	approximately 90% and 67%	PERCENT
easat-5899	8	3	0.05	CARDINAL
easat-5899	9	1	0.89	CARDINAL
easat-5899	9	2	0.88	CARDINAL
easat-5899	10	1	0.58	CARDINAL
easat-5899	10	2	0.66	CARDINAL
easat-5899	12	1	cicids2017	PERSON
easat-5899	13	1	xgboost	PERSON
easat-5899	14	1	1	CARDINAL
easat-5899	14	2	1	CARDINAL
easat-5899	14	3	2	CARDINAL
easat-5899	18	1	kasongo	PERSON
easat-5899	18	2	3	CARDINAL
easat-5899	18	3	3	CARDINAL
easat-5899	19	1	acharya	PERSON
easat-5899	20	1	4	CARDINAL
easat-5899	20	2	5	CARDINAL
easat-5899	21	1	rohini	GPE
easat-5899	22	1	6	CARDINAL
easat-5899	22	2	rohini	GPE
easat-5899	23	1	6	CARDINAL
easat-5899	24	1	7	CARDINAL
easat-5899	25	1	xgboost	GPE
easat-5899	26	1	xgboost	PERSON
easat-5899	26	2	2994	CARDINAL
easat-5899	26	3	2576-8484	DATE
easat-5899	27	1	9	CARDINAL
easat-5899	28	1	3	CARDINAL
easat-5899	28	2	2993-2999	CARDINAL
easat-5899	28	3	2025	CARDINAL
easat-5899	28	4	2025	CARDINAL
easat-5899	30	1	section 2	LAW
easat-5899	31	1	section 3	LAW
easat-5899	32	1	section 4	LAW
easat-5899	32	2	section 5	LAW
easat-5899	33	1	2	CARDINAL
easat-5899	33	2	nsl	ORG
easat-5899	34	1	five	CARDINAL
easat-5899	35	1	2.1	CARDINAL
easat-5899	35	2	xgboost	PERSON
easat-5899	36	1	one	CARDINAL
easat-5899	37	1	three	CARDINAL
easat-5899	37	2	two	CARDINAL
easat-5899	39	1	8	CARDINAL
easat-5899	40	1	2.2	CARDINAL
easat-5899	43	1	9	CARDINAL
easat-5899	43	2	9	CARDINAL
easat-5899	45	1	0.5	CARDINAL
easat-5899	46	1	two	CARDINAL
easat-5899	46	2	64	CARDINAL
easat-5899	46	3	128	CARDINAL
easat-5899	49	1	2.3	CARDINAL
easat-5899	50	1	xgboost	PERSON
easat-5899	51	1	•	CARDINAL
easat-5899	51	2	one	CARDINAL
easat-5899	52	1	•	CARDINAL
easat-5899	52	2	chen	PERSON
easat-5899	53	1	10	CARDINAL
easat-5899	53	2	xgboost	PERSON
easat-5899	53	3	10	CARDINAL
easat-5899	54	1	•	CARDINAL
easat-5899	54	2	0.1 • maximum	QUANTITY
easat-5899	54	3	6 •	CARDINAL
easat-5899	54	4	1 •	CARDINAL
easat-5899	54	5	•	CARDINAL
easat-5899	55	1	2995	CARDINAL
easat-5899	55	2	2576-8484	DATE
easat-5899	56	1	9	CARDINAL
easat-5899	57	1	3	CARDINAL
easat-5899	57	2	2993-2999	CARDINAL
easat-5899	57	3	2025	CARDINAL
easat-5899	57	4	2025	CARDINAL
easat-5899	57	5	gate 2.4	ORG
easat-5899	58	1	xgboost	PERSON
easat-5899	58	2	11	CARDINAL
easat-5899	59	1	•	CARDINAL
easat-5899	59	2	•	CARDINAL
easat-5899	59	3	64	CARDINAL
easat-5899	59	4	128 •	CARDINAL
easat-5899	59	5	0.5 •	CARDINAL
easat-5899	59	6	• xgboost	PERSON
easat-5899	59	7	•	CARDINAL
easat-5899	59	8	0.1 • maximum	QUANTITY
easat-5899	59	9	6 •	CARDINAL
easat-5899	59	10	1 2.5	CARDINAL
easat-5899	60	1	xgboost	PERSON
easat-5899	62	1	12	CARDINAL
easat-5899	63	1	13	CARDINAL
easat-5899	63	2	khan	GPE
easat-5899	63	3	kim	PERSON
easat-5899	64	1	14	CARDINAL
easat-5899	66	1	3	CARDINAL
easat-5899	68	1	3.1	CARDINAL
easat-5899	68	2	four	CARDINAL
easat-5899	72	1	3.1.1	CARDINAL
easat-5899	73	1	98.42%	PERCENT
easat-5899	73	2	98.00%	PERCENT
easat-5899	73	3	98.14%	PERCENT
easat-5899	74	1	1	CARDINAL
easat-5899	75	1	bi-lstm 98.00	PERSON
easat-5899	75	2	bi-lstm + randomforest	ORG
easat-5899	75	3	98.14	CARDINAL
easat-5899	76	1	98.42	CARDINAL
easat-5899	76	2	2576-8484	DATE
easat-5899	77	1	9	CARDINAL
easat-5899	78	1	3	CARDINAL
easat-5899	78	2	2993-2999	CARDINAL
easat-5899	78	3	2025	CARDINAL
easat-5899	78	4	2025	CARDINAL
easat-5899	79	1	98.53%	PERCENT
easat-5899	79	2	97.94%	PERCENT
easat-5899	79	3	98.23%	PERCENT
easat-5899	80	1	2	CARDINAL
easat-5899	81	1	bi-lstm 97.94	PERSON
easat-5899	81	2	bi-lstm + randomforest	ORG
easat-5899	81	3	98.23	CARDINAL
easat-5899	81	4	bi-lstm	PERSON
easat-5899	82	1	98.53	CARDINAL
easat-5899	83	1	98.42%	PERCENT
easat-5899	84	1	3	CARDINAL
easat-5899	85	1	bi-lstm 98.00	PERSON
easat-5899	85	2	bi-lstm + randomforest	ORG
easat-5899	85	3	98.14	CARDINAL
easat-5899	85	4	+ xgboost	PERSON
easat-5899	85	5	98.42	CARDINAL
easat-5899	87	1	98.37%	PERCENT
easat-5899	87	2	97.94%	PERCENT
easat-5899	87	3	98.10%	PERCENT
easat-5899	88	1	0.05	CARDINAL
easat-5899	89	1	4	CARDINAL
easat-5899	90	1	bi-lstm	PERSON
easat-5899	90	2	97.94	CARDINAL
easat-5899	90	3	bi-lstm + randomforest	ORG
easat-5899	90	4	98.10	CARDINAL
easat-5899	90	5	+ xgboost	PERSON
easat-5899	90	6	98.37 3.2	CARDINAL
easat-5899	91	1	3.2.1	CARDINAL
easat-5899	93	1	90%	PERCENT
easat-5899	93	2	355	CARDINAL
easat-5899	93	3	36	CARDINAL
easat-5899	94	1	67%	PERCENT
easat-5899	94	2	18	CARDINAL
easat-5899	94	3	6	CARDINAL
easat-5899	96	1	0.88	CARDINAL
easat-5899	96	2	0.89	CARDINAL
easat-5899	97	1	0.58	CARDINAL
easat-5899	97	2	0.66	CARDINAL
easat-5899	99	1	4	CARDINAL
easat-5899	100	1	74 0.88	CARDINAL
easat-5899	100	2	bi-lstm	PERSON
easat-5899	101	1	11 0.58	CARDINAL
easat-5899	101	2	bi-lstm	ORG
easat-5899	101	3	2576-8484	DATE
easat-5899	102	1	9	CARDINAL
easat-5899	103	1	3	CARDINAL
easat-5899	103	2	2993-2999	CARDINAL
easat-5899	103	3	2025	CARDINAL
easat-5899	103	4	2025	CARDINAL
easat-5899	103	5	1	CARDINAL
easat-5899	104	1	bi-lstm+rf	ORG
easat-5899	104	2	roc	GPE
easat-5899	104	3	2	CARDINAL
easat-5899	105	1	bi-lstm+xgboost roc	PERSON
easat-5899	105	2	3–5	CARDINAL
easat-5899	106	1	2998	CARDINAL
easat-5899	106	2	2576-8484	DATE
easat-5899	107	1	9	CARDINAL
easat-5899	108	1	3	CARDINAL
easat-5899	108	2	2993-2999	CARDINAL
easat-5899	108	3	2025	CARDINAL
easat-5899	108	4	2025	CARDINAL
easat-5899	108	5	3	CARDINAL
easat-5899	108	6	bi-lstm	PERSON
easat-5899	108	7	4	CARDINAL
easat-5899	109	1	bi-lstm +	PERSON
easat-5899	109	2	4	CARDINAL
easat-5899	109	3	xgboost	PERSON
easat-5899	110	1	xgboost	PERSON
easat-5899	110	2	98.42%	PERCENT
easat-5899	110	3	98.53%	PERCENT
easat-5899	110	4	98.42%	PERCENT
easat-5899	110	5	98.37%	PERCENT
easat-5899	111	1	about 90% and 67%	PERCENT
easat-5899	111	2	0.05	CARDINAL
easat-5899	112	1	90%	PERCENT
easat-5899	112	2	67%	PERCENT
easat-5899	113	1	2999	CARDINAL
easat-5899	113	2	2576-8484	DATE
easat-5899	114	1	9	CARDINAL
easat-5899	115	1	3	CARDINAL
easat-5899	115	2	2993-2999	CARDINAL
easat-5899	115	3	2025	CARDINAL
easat-5899	115	4	2025	CARDINAL
easat-5899	115	5	cicids2017	PERSON
easat-5899	119	1	2025	CARDINAL
easat-5899	120	1	https://creativecommons.org/licenses/by/4.0/	WORK_OF_ART
easat-5899	121	1	1	CARDINAL
easat-5899	122	1	lim	PERSON
easat-5899	122	2	13	CARDINAL
easat-5899	122	3	3	CARDINAL
easat-5899	123	1	9-15	CARDINAL
easat-5899	125	1	2	CARDINAL
easat-5899	126	1	kim et al.	PERSON
easat-5899	126	2	2	CARDINAL
easat-5899	126	3	4	CARDINAL
easat-5899	127	1	77	CARDINAL
easat-5899	127	2	2016	DATE
easat-5899	129	1	3	CARDINAL
easat-5899	129	2	s. m. kasongo	PERSON
easat-5899	130	1	7	CARDINAL
easat-5899	130	2	1	CARDINAL
easat-5899	131	1	81-87	DATE
easat-5899	131	2	2021	DATE
easat-5899	133	1	4	CARDINAL
easat-5899	133	2	t. acharya	PERSON
easat-5899	133	3	a. annamalai	PERSON
easat-5899	133	4	m. f. chouikha	PERSON
easat-5899	133	5	2024	CARDINAL
easat-5899	134	1	1-6	CARDINAL
easat-5899	135	1	2024	DATE
easat-5899	136	1	5	CARDINAL
easat-5899	136	2	s. yoon	PERSON
easat-5899	136	3	15	CARDINAL
easat-5899	136	4	3	CARDINAL
easat-5899	137	1	94-102	CARDINAL
easat-5899	137	2	2023	CARDINAL
easat-5899	138	1	6	CARDINAL
easat-5899	138	2	g. rohini	PERSON
easat-5899	138	3	c. gnana kousalya	GPE
easat-5899	138	4	j. bino	PERSON
easat-5899	138	5	69	DATE
easat-5899	138	6	12	CARDINAL
easat-5899	138	7	8859-8875	DATE
easat-5899	138	8	2023	CARDINAL
easat-5899	139	1	7	CARDINAL
easat-5899	139	2	a. m. alsaffar	PERSON
easat-5899	139	3	m. nouri-baygi	PERSON
easat-5899	139	4	h. m. zolbanin	PERSON
easat-5899	139	5	11	CARDINAL
easat-5899	139	6	1	CARDINAL
easat-5899	139	7	133	CARDINAL
easat-5899	139	8	2024	DATE
easat-5899	141	1	8	CARDINAL
easat-5899	141	2	d. y. yun	PERSON
easat-5899	142	1	moon	PERSON
easat-5899	143	1	hwang	PERSON
easat-5899	143	2	xgboost	PERSON
easat-5899	143	3	10	CARDINAL
easat-5899	143	4	2	CARDINAL
easat-5899	144	1	73-78	CARDINAL
easat-5899	144	2	2021	DATE
easat-5899	145	1	9	CARDINAL
easat-5899	145	2	a. bhagyalakshmi	PERSON
easat-5899	145	3	d. kavitha	PERSON
easat-5899	145	4	28	CARDINAL
easat-5899	145	5	1	CARDINAL
easat-5899	146	1	777-790	CARDINAL
easat-5899	146	2	2024	DATE
easat-5899	147	1	10	CARDINAL
easat-5899	147	2	t. chen	PERSON
easat-5899	147	3	c. guestrin	PERSON
easat-5899	147	4	kdd	PERSON
easat-5899	147	5	'16	DATE
easat-5899	147	6	22nd	ORDINAL
easat-5899	147	7	785-794	CARDINAL
easat-5899	147	8	acm	ORG
easat-5899	147	9	2016	DATE
easat-5899	148	1	11	CARDINAL
easat-5899	149	1	lee	PERSON
easat-5899	150	1	moon	PERSON
easat-5899	151	1	7	CARDINAL
easat-5899	151	2	4	CARDINAL
easat-5899	152	1	56-62	DATE
easat-5899	152	2	2019	DATE
easat-5899	153	1	12	CARDINAL
easat-5899	153	2	m. sajid et al.	PERSON
easat-5899	153	3	13	CARDINAL
easat-5899	153	4	1	CARDINAL
easat-5899	153	5	123	CARDINAL
easat-5899	153	6	2024	DATE
easat-5899	154	1	13	CARDINAL
easat-5899	154	2	t. mathew	PERSON
easat-5899	154	3	2024	CARDINAL
easat-5899	155	1	1-6	CARDINAL
easat-5899	155	2	2024	DATE
easat-5899	156	1	14	CARDINAL
easat-5899	156	2	m. a. khan	PERSON
easat-5899	156	3	y. kim	PERSON
easat-5899	156	4	68	CARDINAL
easat-5899	156	5	1	CARDINAL
easat-5899	157	1	671-687	CARDINAL
easat-5899	157	2	2021	DATE
easat-5899	158	1	https://creativecommons.org/licenses/by/4.0/	LANGUAGE