Datasets:
louiecerv
/
unsw-nb15-preprocessed

Dataset card Data Studio Files
xet
Community
1
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_a/n
float64
0
1
proto_aes-sp3-d
float64
0
1
proto_any
float64
0
1
proto_argus
float64
0
1
proto_aris
float64
0
1
proto_arp
float64
0
1
proto_ax.25
float64
0
1
proto_bbn-rcc
float64
0
1
proto_bna
float64
0
1
proto_br-sat-mon
float64
0
1
proto_cbt
float64
0
1
proto_cftp
float64
0
1
proto_chaos
float64
0
1
proto_compaq-peer
float64
0
1
proto_cphb
float64
0
1
proto_cpnx
float64
0
1
proto_crtp
float64
0
1
proto_crudp
float64
0
1
proto_dcn
float64
0
1
proto_ddp
float64
0
1
proto_ddx
float64
0
1
proto_dgp
float64
0
1
proto_egp
float64
0
1
proto_eigrp
float64
0
1
proto_emcon
float64
0
1
proto_encap
float64
0
1
proto_etherip
float64
0
1
proto_fc
float64
0
1
proto_fire
float64
0
1
proto_ggp
float64
0
1
proto_gmtp
float64
0
1
proto_gre
float64
0
1
proto_hmp
float64
0
1
proto_i-nlsp
float64
0
1
proto_iatp
float64
0
1
proto_ib
float64
0
1
proto_idpr
float64
0
1
proto_idpr-cmtp
float64
0
1
proto_idrp
float64
0
1
proto_ifmp
float64
0
1
proto_igmp
float64
0
1
proto_igp
float64
0
1
proto_il
float64
0
1
proto_ip
float64
0
1
proto_ipcomp
float64
0
1
proto_ipcv
float64
0
1
proto_ipip
float64
0
1
proto_iplt
float64
0
1
proto_ipnip
float64
0
1
proto_ippc
float64
0
1
proto_ipv6
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0
1
proto_ipv6-frag
float64
0
1
proto_ipv6-no
float64
0
1
proto_ipv6-opts
float64
0
1
proto_ipv6-route
float64
0
1
proto_ipx-n-ip
float64
0
1
proto_irtp
float64
0
1
proto_isis
float64
0
1
proto_iso-ip
float64
0
1
proto_iso-tp4
float64
0
1
proto_kryptolan
float64
0
1
proto_l2tp
float64
0
1
proto_larp
float64
0
1
proto_leaf-1
float64
0
1
proto_leaf-2
float64
0
1
proto_merit-inp
float64
0
1
proto_mfe-nsp
float64
0
1
proto_mhrp
float64
0
1
proto_micp
float64
0
1
proto_mobile
float64
0
1
proto_mtp
float64
0
1
proto_mux
float64
0
1
proto_narp
float64
0
1
proto_netblt
float64
0
1
proto_nsfnet-igp
float64
0
1
proto_nvp
float64
0
1
proto_ospf
float64
0
1
proto_pgm
float64
0
1
proto_pim
float64
0
1
proto_pipe
float64
0
1
proto_pnni
float64
0
1
proto_pri-enc
float64
0
1
proto_prm
float64
0
1
proto_ptp
float64
0
1
proto_pup
float64
0
1
proto_pvp
float64
0
1
proto_qnx
float64
0
1
proto_rdp
float64
0
1
proto_rsvp
float64
0
1
proto_rvd
float64
0
1
proto_sat-expak
float64
0
1
proto_sat-mon
float64
0
1
proto_sccopmce
float64
0
1
proto_scps
float64
0
1
proto_sctp
float64
0
1
proto_sdrp
float64
0
1
proto_secure-vmtp
float64
0
1
proto_sep
float64
0
1
proto_skip
float64
0
1
proto_sm
float64
0
1
proto_smp
float64
0
1
proto_snp
float64
0
1
proto_sprite-rpc
float64
0
1
proto_sps
float64
0
1
proto_srp
float64
0
1
proto_st2
float64
0
1
proto_stp
float64
0
1
proto_sun-nd
float64
0
1
proto_swipe
float64
0
1
proto_tcf
float64
0
1
proto_tcp
float64
0
1
proto_tlsp
float64
0
1
proto_tp++
float64
0
1
proto_trunk-1
float64
0
1
proto_trunk-2
float64
0
1
proto_ttp
float64
0
1
proto_udp
float64
0
1
proto_unas
float64
0
1
proto_uti
float64
0
1
proto_vines
float64
0
1
proto_visa
float64
0
1
proto_vmtp
float64
0
1
proto_vrrp
float64
0
1
proto_wb-expak
float64
0
1
proto_wb-mon
float64
0
1
proto_wsn
float64
0
1
proto_xnet
float64
0
1
proto_xns-idp
float64
0
1
proto_xtp
float64
0
1
proto_zero
float64
0
1
service_dhcp
float64
0
1
service_dns
float64
0
1
service_ftp
float64
0
1
service_ftp-data
float64
0
1
service_http
float64
0
1
service_irc
float64
0
1
service_pop3
float64
0
1
service_radius
float64
0
1
service_smtp
float64
0
1
service_snmp
float64
0
1
service_ssh
float64
0
1
service_ssl
float64
0
1
state_CLO
float64
0
1
state_CON
float64
0
1
state_FIN
float64
0
1
state_INT
float64
0
1
state_REQ
float64
0
1
state_RST
float64
0
1
attack_cat
stringclasses
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Normal
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0
1
0
0
0
Normal
0
0.285119
-0.049781
-0.065291
-0.0414
-0.078324
-0.554449
-1.171948
1.339599
-0.358868
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0.106172
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0.954338
0.504867
1.124241
0.993904
2.412518
2.072783
2.414815
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1.668249
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0
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0
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1
0
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0
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0
0
1
0
0
0
Normal
0
-0.213728
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-0.045967
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0.406718
0.71944
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-0.028469
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0
0
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0
0
0
1
0
0
Normal
0
-0.017996
0.009958
-0.151816
-0.039116
-0.087369
-0.554371
0.71944
-0.820395
-0.358825
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0
0
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0
0
0
0
0
0
0
0
0
1
0
0
Reconnaissance
1
-0.017996
0.009958
-0.151816
-0.039116
-0.087369
-0.554371
0.71944
-0.820395
-0.358825
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0
0
0
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0
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0
0
0
0
0
0
0
1
0
0
Reconnaissance
1
-0.017996
0.009958
-0.151816
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-0.554371
0.71944
-0.820395
-0.358825
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1
0
0
Backdoor
1
-0.017996
0.009958
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0.71944
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1
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0
DoS
1
-0.213728
-0.124455
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-0.045967
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0.193112
0.71944
-0.820395
-0.101894
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0
0
0
0
0
0
1
0
0
Exploits
1
-0.213728
-0.124455
-0.151816
-0.045664
-0.087369
0.193112
0.71944
-0.820395
0.0266
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0.591021
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4.865795
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0
0
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0
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1
0
0
Analysis
1
-0.213728
-0.124455
-0.151816
-0.045664
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0.193112
0.71944
-0.820395
0.0266
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0.591021
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4.865795
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0
0
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0
0
0
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0
0
0
0
0
0
0
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0
0
0
0
1
0
0
Exploits
1
-0.213728
-0.124455
-0.151816
-0.045664
-0.087369
0.193112
0.71944
-0.820395
0.0266
-0.263498
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-1.04792
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-0.173648
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0.591021
-0.56366
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4.865795
-0.090857
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-0.734107
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0
0
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0
0
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0
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0
0
0
0
1
0
0
Exploits
1
-0.213728
-0.124455
-0.151816
-0.045664
-0.087369
0.193112
0.71944
-0.820395
0.0266
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0.591021
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4.865795
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1
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Exploits
1
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Exploits
1
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Exploits
1
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Exploits
1
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Reconnaissance
1
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Exploits
1
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Exploits
1
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Reconnaissance
1
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Reconnaissance
1
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Reconnaissance
1
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1
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Fuzzers
1
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Reconnaissance
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Fuzzers
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Fuzzers
1
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Exploits
1
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Exploits
1
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Reconnaissance
1
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Fuzzers
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Fuzzers
1
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Fuzzers
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Exploits
1
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Exploits
1
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DoS
1
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Fuzzers
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Reconnaissance
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Fuzzers
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Fuzzers
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Fuzzers
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Exploits
1
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Fuzzers
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Exploits
1
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Exploits
1
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Exploits
1
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Reconnaissance
1
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Reconnaissance
1