Datasets:

louiecerv
/

unsw-nb15-preprocessed

dur float64 -0.21 12.5	spkts float64 -0.13 79.4	dpkts float64 -0.15 95.2	sbytes float64 -0.05 83.6	dbytes float64 -0.09 96.7	rate float64 -0.55 6.17	sttl float64 -1.78 0.73	dttl float64 -0.82 1.35	sload float64 -0.36 28.9	dload float64 -0.26 8.44	sloss float64 -0.07 82.2	dloss float64 -0.11 98.7	sinpkt float64 -0.12 9.58	dinpkt float64 -0.09 44.6	sjit float64 -0.11 26	djit float64 -0.15 127	swin float64 -1.05 0.95	stcpb float64 -0.78 2.31	dtcpb float64 -0.78 2.33	dwin float64 -1.01 0.99	tcprtt float64 -0.48 32.5	synack float64 -0.41 45.1	ackdat float64 -0.48 52.7	smean float64 -0.55 6.55	dmean float64 -0.48 5.66	trans_depth float64 -0.17 241	response_body_len float64 -0.04 138	ct_srv_src float64 -0.77 4.82	ct_state_ttl float64 -1.28 4.34	ct_dst_ltm float64 -0.56 6.33	ct_src_dport_ltm float64 -0.47 6.45	ct_dst_sport_ltm float64 -0.45 5.8	ct_dst_src_ltm float64 -0.57 4.87	is_ftp_login float64 -0.09 21.8	ct_ftp_cmd float64 -0.09 21.5	ct_flw_http_mthd float64 -0.2 24.8	ct_src_ltm float64 -0.64 6.27	ct_srv_dst float64 -0.73 4.75	is_sm_ips_ports float64 -0.11 9.43	proto_arp float64 0 1	proto_tcp float64 0 1	proto_udp float64 0 1	service_http float64 0 1	state_FIN float64 0 1	state_INT float64 0 1	attack_cat stringclasses 10 values
-0.213727	-0.124455	-0.151816	-0.043684	-0.087369	0.057181	0.71944	-0.820395	0.643913	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	0.520319	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.036308	-0.087369	0.286565	0.71944	-0.820395	4.539351	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	3.556716	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.040351	-0.087369	0.791209	0.71944	-0.820395	4.391459	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	1.892214	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.640033	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.04133	-0.087369	0.566923	0.71944	-0.820395	2.977031	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	1.48928	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.444868	-0.349115	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.52299	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.034187	-0.087369	0.11835	0.71944	-0.820395	4.369219	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.42974	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.444868	-0.349115	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.52299	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.042006	-0.087369	1.688355	0.71944	-0.820395	5.45302	-0.263498	-0.073531	-0.113244	-0.122181	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	1.211064	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.035154	-0.087369	0.566923	0.71944	-0.820395	6.905996	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.031603	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213724	-0.124455	-0.151816	-0.03851	-0.087369	-0.314202	0.71944	-0.820395	0.74038	-0.263498	-0.073531	-0.113244	-0.122177	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	2.650114	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.640033	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.21373	-0.131922	-0.151816	-0.046305	-0.087369	-0.554509	-1.782709	-0.820395	-0.358883	-0.263498	-0.073531	-0.113244	9.582619	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	-0.448641	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.281135	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	9.42773	1	0	0	0	0	1	Normal
-0.21373	-0.131922	-0.151816	-0.046305	-0.087369	-0.554509	-1.782709	-0.820395	-0.358883	-0.263498	-0.073531	-0.113244	9.582623	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	-0.448641	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.281135	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	9.42773	1	0	0	0	0	1	Normal
-0.21373	-0.131922	-0.151816	-0.046305	-0.087369	-0.554509	-1.782709	-0.820395	-0.358883	-0.263498	-0.073531	-0.113244	9.582619	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	-0.448641	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.281135	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	9.42773	1	0	0	0	0	1	Normal
-0.21373	-0.131922	-0.151816	-0.046305	-0.087369	-0.554509	-1.782709	-0.820395	-0.358883	-0.263498	-0.073531	-0.113244	9.582623	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	-0.448641	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.281135	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	9.42773	1	0	0	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.038102	-0.087369	1.127639	0.71944	-0.820395	7.725149	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	2.818003	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.640033	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.03456	-0.087369	0.406718	0.71944	-0.820395	6.192217	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.276241	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.640033	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213727	-0.124455	-0.151816	-0.034688	-0.087369	0.057181	0.71944	-0.820395	3.76552	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.223476	-0.475371	-0.173648	-0.04191	-0.770643	0.591021	-0.56366	-0.468312	-0.450186	-0.565597	-0.090857	-0.090617	-0.203143	-0.640033	-0.734107	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.040444	-0.087369	1.127639	0.71944	-0.820395	5.490086	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	1.853839	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.52299	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.044744	-0.087369	1.688355	0.71944	-0.820395	1.968843	-0.263498	-0.073531	-0.113244	-0.122181	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	0.083807	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.036238	-0.087369	0.11835	0.71944	-0.820395	3.586391	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	3.585497	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.037438	-0.087369	2.809788	0.71944	-0.820395	17.076828	-0.263498	-0.073531	-0.113244	-0.122181	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	3.091423	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.034607	-0.087369	1.127639	0.71944	-0.820395	11.061063	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.257054	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.033931	-0.087369	0.11835	0.71944	-0.820395	4.467073	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.53527	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.045396	-0.087369	0.193112	0.71944	-0.820395	0.140268	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	-0.184815	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.640033	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.038801	-0.087369	0.11835	0.71944	-0.820395	2.607856	-0.263498	-0.073531	-0.113244	-0.122179	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	2.530193	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.56366	-0.468312	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.640033	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.034583	-0.087369	0.791209	0.71944	-0.820395	8.794865	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	4.266647	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.444868	-0.349115	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.52299	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.044907	-0.087369	1.688355	0.71944	-0.820395	1.761275	-0.263498	-0.073531	-0.113244	-0.122181	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	0.016652	-0.475371	-0.173648	-0.04191	-0.590304	0.591021	-0.444868	-0.349115	-0.450186	-0.390391	-0.090857	-0.090617	-0.203143	-0.52299	-0.554273	-0.10607	0	0	1	0	0	1	Normal
-0.213728	-0.124455	-0.151816	-0.037834	-0.087369	0.406718	0.71944	-0.820395	4.406708	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	2.928331	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.041318	-0.087369	0.566923	0.71944	-0.820395	2.984444	-0.263498	-0.073531	-0.113244	-0.12218	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	1.494077	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.444868	-0.349115	-0.450186	-0.477994	-0.090857	-0.090617	-0.203143	-0.52299	-0.64419	-0.10607	0	0	1	0	0	1	Normal
-0.213729	-0.124455	-0.151816	-0.0371	-0.087369	2.809788	0.71944	-0.820395	17.721772	-0.263498	-0.073531	-0.113244	-0.122181	-0.094169	-0.112177	-0.147218	-1.04792	-0.77984	-0.776754	-1.006244	-0.482025	-0.41291	-0.484073	3.230531	-0.475371	-0.173648	-0.04191	-0.680474	0.591021	-0.56366	-0.468312	-0.450186	-0.565597	-0.090857	-0.090617	-0.203143	-0.52299	-0.734107	-0.10607	0	0	1	0	0	1	Normal
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