Datasets:
Mireu-Lab
/
UNSW-NB15

Dataset card Data Studio Files
xet
Community
1
id
int64
1
82.3k
dur
float64
0
60
proto
stringclasses
131 values
service
stringclasses
13 values
state
stringclasses
7 values
spkts
int64
1
10.6k
dpkts
int64
0
11k
sbytes
int64
24
14.4M
dbytes
int64
0
14.7M
rate
float64
0
1M
sttl
int64
0
255
dttl
int64
0
253
sload
float64
0
5.27B
dload
float64
0
20.8M
sloss
int64
0
5.32k
dloss
int64
0
5.51k
sinpkt
float64
0
60k
dinpkt
float64
0
57.7k
sjit
float64
0
1.48M
djit
float64
0
463k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
dwin
int64
0
255
tcprtt
float64
0
3.82
synack
float64
0
3.23
ackdat
float64
0
2.93
smean
int64
24
1.5k
dmean
int64
0
1.5k
trans_depth
int64
0
131
response_body_len
int64
0
5.24M
ct_srv_src
int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
59
ct_src_dport_ltm
int64
1
59
ct_dst_sport_ltm
int64
1
38
ct_dst_src_ltm
int64
1
63
is_ftp_login
int64
0
2
ct_ftp_cmd
int64
0
2
ct_flw_http_mthd
int64
0
16
ct_src_ltm
int64
1
60
ct_srv_dst
int64
1
62
is_sm_ips_ports
int64
0
1
attack_cat
stringclasses
10 values
label
int64
0
1
901
4.777531
tcp
http
FIN
10
10
830
1,032
3.976949
62
252
1,250.855225
1,555.615234
2
2
530.836778
516.390125
32,982.18295
939.7225
255
1,880,296,127
3,734,541,162
255
0.230477
0.128654
0.101823
83
103
1
55
1
1
2
1
1
1
0
0
1
2
1
0
Exploits
1
902
0.000003
udp
-
INT
2
0
168
0
333,333.3215
254
0
224,000,000
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
3
0
Reconnaissance
1
903
0.000005
pri-enc
-
INT
2
0
200
0
200,000.0051
254
0
160,000,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
1
1
5
0
0
0
9
5
0
DoS
1
904
1.707074
tcp
-
FIN
10
8
564
354
9.95856
254
252
2,380.681641
1,452.778198
2
1
189.572333
231.589859
11,649.97512
329.73525
255
2,051,178,743
1,195,153,562
255
0.179861
0.085944
0.093917
56
44
0
0
3
1
1
1
1
1
0
0
0
3
2
0
Reconnaissance
1
905
0.837789
tcp
-
FIN
10
8
453
422
20.291505
254
252
3,895.968994
3,533.109131
2
2
93.074444
110.57757
4,792.917431
187.956609
255
3,109,462,116
2,147,682,259
255
0.162926
0.063745
0.099181
45
53
0
0
2
1
1
1
1
1
0
0
0
2
1
0
Backdoor
1
906
1.255112
tcp
-
FIN
22
12
17,762
900
26.292473
254
252
108,070.0313
5,258.494629
7
1
2,815.114546
5,165.8585
409,488.3575
16,778.784
255
400,202,944
216,341,483
255
0.122739
0.078245
0.044494
807
75
0
0
3
1
2
2
2
2
0
0
0
3
2
0
Fuzzers
1
907
1.259484
tcp
-
FIN
12
10
1,036
838
16.673494
254
252
6,034.216797
4,795.614746
3
2
112.206453
133.466672
6,216.571838
184.018781
255
1,942,773,350
3,449,784,365
255
0.130083
0.058282
0.071801
86
84
0
0
4
1
1
1
1
2
0
0
0
2
2
0
Fuzzers
1
908
0.000003
gmtp
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
2
5
0
DoS
1
909
1.037166
tcp
-
FIN
12
10
1,144
806
20.247482
254
252
8,091.279297
5,599.875
3
2
90.685634
105.334445
5,499.303341
138.686875
255
2,520,209,205
311,707,549
255
0.193096
0.089147
0.103949
95
81
0
0
4
1
1
1
1
1
0
0
0
1
1
0
Fuzzers
1
910
0.000003
gmtp
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
2
5
0
Exploits
1
911
1.264591
tcp
ftp-data
FIN
8
10
364
3,754
13.443082
62
252
2,018.043823
21,376.08203
1
3
180.655857
130.537667
12,481.44859
11,193.77288
255
3,659,316,609
1,348,444,867
255
0.166275
0.061806
0.104469
46
375
0
0
1
1
2
1
1
2
0
0
0
3
1
0
Exploits
1
912
1.942211
tcp
-
FIN
12
10
1,046
848
10.812419
254
252
3,950.137207
3,146.928955
3
2
171.671551
209.586328
11,848.97759
296.374
255
2,337,269,763
2,596,244,558
255
0.194395
0.055931
0.138464
87
85
0
0
5
1
1
1
1
3
0
0
0
1
3
0
Fuzzers
1
913
0.000003
gmtp
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
2
5
0
Exploits
1
914
0.000005
ifmp
-
INT
2
0
200
0
200,000.0051
254
0
160,000,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
2
5
0
DoS
1
915
1.268423
tcp
-
FIN
12
8
1,494
752
14.979231
254
252
8,640.651367
4,150.035156
3
2
110.238185
161.558422
6,030.268329
243.920266
255
735,374,373
1,448,824,842
255
0.277004
0.137506
0.139498
125
94
0
0
2
1
1
1
1
2
0
0
0
1
2
0
Fuzzers
1
916
0.763668
tcp
http
FIN
10
12
828
8,756
27.498861
62
252
7,814.914551
84,088.89844
2
4
84.852
59.478816
4,794.968068
4,028.250398
255
1,332,989,040
1,287,786,791
255
0.174317
0.108594
0.065723
83
730
1
3,877
1
1
2
1
1
1
0
0
1
1
1
0
DoS
1
917
0.000008
pnni
-
INT
2
0
200
0
125,000.0003
254
0
100,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
11
3
0
DoS
1
918
1.036682
tcp
-
FIN
12
10
1,494
798
20.256935
254
252
10,572.19043
5,548.470703
3
2
90.833634
105.175555
5,389.314701
164.961203
255
3,095,285,858
2,605,116,502
255
0.199934
0.0901
0.109834
125
80
0
0
5
1
1
1
1
4
0
0
0
1
4
0
Fuzzers
1
919
3.496503
tcp
http
FIN
12
14
1,320
6,248
7.150001
62
252
2,768.480225
13,274.97754
3
4
317.863898
258.532163
17,812.58785
16,634.37305
255
3,553,891,739
3,851,317,367
255
0.276876
0.134889
0.141987
110
446
1
501
1
1
1
1
1
2
0
0
1
1
1
0
Exploits
1
920
1.070851
tcp
-
FIN
12
10
994
840
19.610572
254
252
6,813.272949
5,647.844727
3
2
88.196366
108.53
5,768.846141
147.911781
255
3,890,350,016
3,851,185,658
255
0.173005
0.094078
0.078927
83
84
0
0
2
1
2
1
1
2
0
0
0
1
2
0
Fuzzers
1
921
0.000003
qnx
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
12
5
0
Exploits
1
922
0.000005
udp
-
INT
2
0
168
0
200,000.0051
254
0
134,400,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
84
0
0
0
2
2
2
1
1
2
0
0
0
3
1
0
Reconnaissance
1
923
0.000003
qnx
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
12
5
0
Exploits
1
924
0.000001
udp
-
INT
2
0
168
0
1,000,000.003
254
0
672,000,000
0
0
0
0.001
0
0
0
0
0
0
0
0
0
0
84
0
0
0
2
2
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
925
0.000003
qnx
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
12
5
0
Exploits
1
926
1.681614
tcp
-
FIN
10
8
564
354
10.109335
254
252
2,416.72583
1,474.77356
2
1
181.427222
226.385141
10,853.42785
365.081656
255
3,251,465,469
3,775,021,568
255
0.158892
0.096913
0.061979
56
44
0
0
3
1
1
1
1
1
0
0
0
1
2
0
Reconnaissance
1
927
0.000003
scps
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
12
5
0
Exploits
1
928
1.52622
tcp
http
FIN
10
8
806
354
11.13863
254
252
3,805.480225
1,624.929565
2
1
169.567333
204.730141
9,885.827561
311.644781
255
3,825,217,783
2,126,286,376
255
0.242282
0.093093
0.149189
81
44
1
0
2
1
1
1
1
1
0
0
1
2
1
0
Reconnaissance
1
929
0.000003
scps
-
INT
2
0
200
0
333,333.3215
254
0
266,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
100
0
0
0
5
2
2
2
2
5
0
0
0
12
5
0
Exploits
1
930
1.60079
tcp
http
FIN
10
10
864
1,666
11.869139
254
252
3,888.080322
7,496.298828
2
2
177.865556
162.684
11,125.18197
253.452625
255
1,949,506,903
537,314,298
255
0.282083
0.135955
0.146128
86
167
1
382
2
1
1
1
1
1
0
0
1
1
1
0
DoS
1
931
1.979259
tcp
-
FIN
36
12
34,710
876
23.74626
254
252
136,398.5156
3,245.65918
15
2
55.733542
170.091813
5,127.383776
301.089094
255
1,465,965,110
1,805,170,591
255
0.215129
0.108246
0.106883
964
73
0
0
1
1
2
1
1
1
0
0
0
1
1
0
Fuzzers
1
932
0.921987
ospf
-
INT
20
0
1,280
0
20.607666
254
0
10,551.125
0
0
0
48.525633
0
52.253805
0
0
0
0
0
0
0
0
64
0
0
0
1
2
1
1
1
2
0
0
0
1
1
0
Exploits
1
933
7.843363
tcp
-
FIN
10
8
564
354
2.167438
254
252
518.145081
316.190918
2
1
871.484778
1,093.283125
57,527.96972
1,741.341875
255
3,489,090,648
1,204,992,384
255
0.283474
0.125941
0.157533
56
44
0
0
5
1
2
1
1
2
0
0
0
2
2
0
Reconnaissance
1
934
0.921987
ospf
-
INT
20
0
1,280
0
20.607666
254
0
10,551.125
0
0
0
48.525633
0
52.253805
0
0
0
0
0
0
0
0
64
0
0
0
1
2
1
1
1
2
0
0
0
1
1
0
Exploits
1
935
1.748952
tcp
-
FIN
12
10
1,110
842
12.00719
254
252
4,656.50293
3,467.219238
3
2
157.02327
179.939437
9,623.228836
259.322281
255
2,020,125,317
413,687,058
255
0.243184
0.129489
0.113695
93
84
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Fuzzers
1
936
0.000009
sctp
-
INT
2
0
104
0
111,111.1072
254
0
46,222,220
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
52
0
0
0
1
2
2
1
1
2
0
0
0
1
1
0
Exploits
1
937
5.139651
tcp
http
FIN
28
114
1,594
140,315
27.43377
62
252
2,393.937012
216,489.4219
2
54
190.357447
44.275788
14,637.59187
6,643.169159
255
2,349,318,986
603,338,388
255
0.25858
0.135819
0.122761
57
1,231
1
67,584
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
938
0.000009
sctp
-
INT
2
0
104
0
111,111.1072
254
0
46,222,220
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
52
0
0
0
1
2
2
1
1
2
0
0
0
1
1
0
Exploits
1
939
1.656119
tcp
-
FIN
10
8
564
354
10.264963
254
252
2,453.929932
1,497.476929
2
1
183.911333
221.145859
11,282.09911
306.02125
255
3,160,152,719
1,490,713,255
255
0.210979
0.10808
0.102899
56
44
0
0
2
1
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
940
2.417154
tcp
-
FIN
10
8
764
354
7.033064
254
252
2,277.058105
1,026
2
1
256.094
330.750719
17,030.4801
445.535656
255
2,362,014,810
1,728,327,790
255
0.168365
0.101893
0.066472
76
44
0
0
5
1
1
1
1
1
0
0
0
2
1
0
Shellcode
1
941
0.270547
tcp
http
FIN
12
24
860
25,496
129.367539
62
252
23,330.51172
722,506.625
2
10
24.595181
11.498435
1,333.472339
1,285.289874
255
609,534,298
3,287,691,142
255
0.051632
0.005473
0.046159
72
1,062
1
12,026
3
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
942
5.220461
tcp
http
FIN
16
8
12,290
354
4.405741
254
252
17,656.67773
475.053833
5
1
348.026606
846.6635
29,504.37679
1,335.851875
255
1,191,257,891
2,040,524,465
255
0.235568
0.140475
0.095093
768
44
1
0
2
1
2
2
1
2
0
0
1
2
2
0
Exploits
1
943
0.497445
tcp
http
FIN
10
10
852
1,012
38.195178
62
252
12,335.03223
14,650.86621
2
2
55.271667
50.074555
3,604.230407
100.850898
255
1,040,609,373
2,160,288,288
255
0.097392
0.046121
0.051271
85
101
1
49
3
1
2
2
1
2
0
0
1
2
3
0
Exploits
1
944
7.890124
tcp
-
FIN
62
306
2,898
386,188
46.513845
62
252
2,891.716309
390,286.4063
6
151
129.346292
25.609246
10,900.70079
4,790.643932
255
327,980,335
1,035,740,149
255
0.148242
0.061901
0.086341
47
1,262
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
945
0.662481
tcp
-
FIN
10
8
564
354
25.661113
254
252
6,134.515625
3,743.503418
2
1
73.609
90.465141
5,563.499145
142.579797
255
3,596,334,607
4,007,490,854
255
0.072083
0.017662
0.054421
56
44
0
0
2
1
1
1
1
2
0
0
0
1
1
0
Reconnaissance
1
946
28.213135
ospf
-
INT
20
0
1,280
0
0.673445
254
0
344.803925
0
0
0
1,484.90175
0
1,831.332375
0
0
0
0
0
0
0
0
64
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
DoS
1
947
0.000013
udp
-
INT
2
0
168
0
76,923.07779
254
0
51,692,308
0
0
0
0.013
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
948
1.313131
tcp
ftp
FIN
22
22
1,186
1,668
32.746162
62
252
6,902.586426
9,705.048828
7
9
62.530048
61.898048
3,280.636679
3,990.112966
255
1,433,008,002
2,745,761,692
255
0.053878
0.007855
0.046023
54
76
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
949
0.695078
tcp
-
FIN
10
8
564
354
24.457686
254
252
5,846.825684
3,567.944824
2
1
77.230889
95.531711
5,579.823475
137.804703
255
3,020,499,257
707,249,852
255
0.072714
0.025541
0.047173
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
950
0.000019
udp
-
INT
2
0
168
0
52,631.58129
254
0
35,368,424
0
0
0
0.019
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
951
0.000004
udp
-
INT
2
0
168
0
250,000.0006
254
0
168,000,000
0
0
0
0.004
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
952
0.000008
udp
-
INT
2
0
168
0
125,000.0003
254
0
84,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
953
0.191146
tcp
http
FIN
16
6
10,068
268
109.863664
254
252
395,048.8125
9,375.032227
5
1
11.850466
36.802
936.884648
63.52232
255
2,121,034,926
2,995,610,793
255
0.052739
0.00712
0.045619
629
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
954
3.239653
tcp
pop3
FIN
80
426
3,540
538,175
155.880887
62
252
8,633.023438
1,325,850.625
7
211
41.008267
7.585781
2,038.24275
869.441156
255
3,178,045,265
1,998,057,185
255
0.06313
0.015039
0.048091
44
1,263
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
955
0.000003
sctp
-
INT
2
0
776
0
333,333.3215
254
0
1,034,666,624
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
388
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
DoS
1
956
0.000003
sctp
-
INT
2
0
776
0
333,333.3215
254
0
1,034,666,624
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
388
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
957
0.153847
tcp
-
FIN
10
6
732
268
97.499468
254
252
34,267.8125
11,647.93652
2
1
16.720444
26.663
921.714472
45.354078
255
3,835,905,617
1,947,290,997
255
0.071611
0.020513
0.051098
73
45
0
0
1
1
1
1
1
2
0
0
0
1
1
0
Shellcode
1
958
0.000003
sctp
-
INT
2
0
776
0
333,333.3215
254
0
1,034,666,624
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
388
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
959
0.179287
tcp
http
FIN
10
6
854
268
83.664738
254
252
34,313.69922
9,995.147461
2
1
19.653444
34.118801
1,260.475826
58.764367
255
3,209,812,060
202,249,649
255
0.016203
0.008683
0.00752
85
45
1
0
1
1
1
1
1
2
0
0
1
1
1
0
Exploits
1
960
0.477827
tcp
-
FIN
14
12
952
622
52.32019
254
252
14,800.33496
9,559.945312
4
4
35.784537
38.956547
1,899.918624
48.410656
255
2,742,832,799
2,616,156,301
255
0.060958
0.049299
0.011659
68
52
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
961
0.560323
tcp
smtp
FIN
26
20
9,917
1,756
80.310821
62
252
136,150.0469
23,829.11328
10
8
22.41292
27.977158
1,371.057707
36.777586
255
1,864,365,584
2,671,934,988
255
0.025592
0.013511
0.012081
381
88
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
962
0.452364
tcp
http
FIN
10
16
808
9,588
55.265229
62
252
12,874.58789
158,969.3281
2
5
50.262667
26.746
3,188.806538
2,579.130556
255
3,408,202,558
2,919,654,102
255
0.096833
0.050339
0.046494
81
599
1
4,233
2
1
1
1
1
2
0
0
1
1
2
0
Exploits
1
963
0.000009
udp
-
INT
2
0
168
0
111,111.1072
254
0
74,666,664
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
84
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
964
0.639732
tcp
-
FIN
10
8
564
354
26.573628
254
252
6,352.660156
3,876.623291
2
1
70.533889
89.534711
5,533.631905
138.924062
255
3,326,013,670
1,134,801,496
255
0.058515
0.012986
0.045529
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
965
0.278216
tcp
http
FIN
10
8
880
2,208
61.103602
62
252
22,773.67188
55,553.95703
2
2
30.912889
36.865145
1,511.277879
52.855172
255
584,122,640
696,689,417
255
0.066344
0.019322
0.047022
88
276
1
676
1
1
1
1
1
1
0
0
1
1
1
0
DoS
1
966
0.000008
udp
-
INT
2
0
132
0
125,000.0003
254
0
66,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
66
0
0
0
3
2
1
1
1
2
0
0
0
1
2
0
Shellcode
1
967
1.196556
tcp
ftp
FIN
22
22
1,154
1,644
35.936472
62
252
7,367.8125
10,496.79297
7
9
56.978859
56.151859
3,107.131166
3,649.795126
255
3,223,780,677
773,493,501
255
0.058388
0.012519
0.045869
52
75
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
968
1.321289
tcp
http
FIN
32
30
6,622
9,490
46.16704
254
252
38,846.91406
55,545.76172
13
13
42.622225
45.319723
2,005.890902
50.933594
255
3,454,359,009
1,860,058,805
255
0.050325
0.006387
0.043938
207
316
1
98
1
1
1
1
1
1
0
0
1
1
1
0
DoS
1
969
1.321289
tcp
http
FIN
32
30
6,622
9,490
46.16704
254
252
38,846.91406
55,545.76172
13
13
42.622225
45.319723
2,005.890902
50.933594
255
3,454,359,009
1,860,058,805
255
0.050325
0.006387
0.043938
207
316
1
98
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
970
0.584568
tcp
ftp-data
FIN
8
10
364
4,382
29.081303
62
252
4,365.616699
53,974.89844
1
3
83.509717
59.159778
5,650.904271
5,193.816744
255
3,076,326,256
3,555,944,110
255
0.094096
0.047797
0.046299
46
438
0
0
1
1
2
1
1
2
0
0
0
2
1
0
Exploits
1
971
0.063164
udp
dhcp
CON
4
4
2,304
2,304
110.822615
62
252
218,858.8281
218,858.8281
0
0
15.266
13.153333
21.575949
18.590309
0
0
0
0
0
0
0
576
576
0
0
2
3
2
2
2
2
0
0
0
2
2
0
Exploits
1
972
3.674717
tcp
pop3
FIN
114
656
4,986
856,582
209.267819
62
252
10,761.10059
1,861,970.875
7
326
32.519618
5.547762
1,745.369885
729.611287
255
3,036,907,773
1,944,503,193
255
0.064503
0.015882
0.048621
44
1,306
0
0
1
1
2
1
1
1
0
0
0
1
1
0
Exploits
1
973
0.180596
tcp
http
FIN
10
6
920
268
83.058321
254
252
36,678.55469
9,922.701172
2
1
18.665
33.295
1,005.359986
57.868457
255
1,886,456,946
1,657,993,246
255
0.059183
0.014107
0.045076
92
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
974
0.184658
tcp
-
FIN
10
6
720
268
81.231247
254
252
28,073.51953
9,704.425781
2
1
18.953222
35.623801
989.841818
59.279242
255
3,705,234,914
2,036,408,698
255
0.05172
0.00653
0.04519
72
45
0
0
2
1
1
1
1
2
0
0
0
1
2
0
Shellcode
1
975
0.639185
tcp
-
FIN
10
8
564
354
26.596368
254
252
6,358.09668
3,879.940674
2
1
69.275667
84.368289
5,456.72117
125.940687
255
1,998,008,530
3,987,164,094
255
0.056703
0.048602
0.008101
56
44
0
0
2
1
1
1
1
2
0
0
0
1
2
0
Reconnaissance
1
976
5.403475
tcp
smtp
FIN
790
136
1,024,208
6,708
171.186141
62
252
1,514,450.625
9,858.84082
391
8
6.874488
39.977496
1,127.962468
61.357539
255
883,384,953
3,273,828,100
255
0.05341
0.006505
0.046905
1,296
49
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
977
1.354252
tcp
ftp
FIN
22
24
1,072
1,842
33.228676
254
252
6,049.095703
10,432.32715
7
10
64.488193
58.58613
3,427.513497
3,835.282497
255
651,396,820
3,089,787,507
255
0.050497
0.006138
0.044359
49
77
0
0
1
1
2
1
1
2
1
1
0
2
1
0
DoS
1
978
0.143221
tcp
http
FIN
12
6
4,406
268
118.697672
254
252
225,609.3594
12,512.13086
3
1
11.612091
27.2656
747.950204
44.215867
255
2,435,945,172
361,616,697
255
0.052078
0.006873
0.045205
367
45
1
0
2
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
979
0.466699
ospf
-
INT
18
0
2,858
0
36.426047
254
0
46,282.50781
0
0
0
27.452883
0
32.106723
0
0
0
0
0
0
0
0
159
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
980
0.240818
tcp
ftp-data
FIN
8
18
364
16,744
103.812841
254
252
10,597.21484
525,342.8125
1
7
34.40257
13.321412
2,304.959332
1,320.013626
255
2,758,146,903
2,901,687,447
255
0.024292
0.013741
0.010551
46
930
0
0
1
1
2
1
1
2
0
0
0
2
1
0
DoS
1
981
0.816512
tcp
smtp
FIN
24
20
4,675
1,832
52.663036
62
252
43,903.82422
17,057.92383
9
8
35.500521
42.579738
1,811.902271
47.211262
255
375,616,569
731,746,683
255
0.05726
0.006817
0.050443
195
92
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
982
0.165783
tcp
-
FIN
10
6
610
268
90.479722
254
252
26,492.46289
10,809.31055
2
1
18.420333
28.8566
1,036.575488
53.094594
255
3,615,051,127
285,844,563
255
0.024792
0.012026
0.012766
61
45
0
0
1
1
2
1
1
2
0
0
0
2
1
0
Exploits
1
983
1.123349
tcp
ftp
FIN
22
22
1,162
1,638
38.2784
62
252
7,904.93457
11,138.12402
7
9
53.492809
53.126237
2,990.044695
3,665.147445
255
2,382,194,817
2,425,265,788
255
0.051824
0.007008
0.044816
53
74
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
984
0.289543
tcp
http
FIN
10
8
2,428
1,790
58.713213
254
252
60,398.62891
43,295.8125
2
2
32.171444
32.214715
1,765.02116
67.688648
255
2,632,428,187
362,733,670
255
0.115981
0.048707
0.067274
243
224
1
481
1
1
1
1
1
2
0
0
1
1
1
0
Exploits
1
985
0.86807
tcp
smtp
FIN
22
20
3,173
1,832
47.231214
62
252
27,914.79883
16,044.78906
8
8
41.336665
44.935422
2,021.744007
53.757582
255
4,237,696,269
1,781,738,700
255
0.053625
0.007147
0.046478
144
92
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
986
0.000009
udp
-
INT
2
0
168
0
111,111.1072
254
0
74,666,664
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
84
0
0
0
3
2
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
987
0.266753
tcp
http
FIN
12
6
6,128
268
63.72937
254
252
168,485.4531
6,717.825195
3
1
20.080636
44.648398
1,238.338405
58.22168
255
611,784,315
2,215,021,678
255
0.109696
0.043508
0.066188
511
45
1
0
1
1
1
1
1
2
0
0
1
2
1
0
Exploits
1
988
0.412801
tcp
http
FIN
14
24
1,990
24,440
89.631566
62
252
35,813.86719
453,913.625
4
10
31.753923
17.605435
1,542.851387
1,327.878834
255
1,384,530,099
2,915,225,390
255
0.053773
0.007158
0.046615
142
1,018
1
6,869
2
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
989
0.000009
udp
-
INT
2
0
906
0
111,111.1072
254
0
402,666,656
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
453
0
0
0
37
2
11
10
1
37
0
0
0
10
37
0
Fuzzers
1
990
0.478845
tcp
http
FIN
10
10
1,464
1,058
39.67881
62
252
22,019.65234
15,921.64453
2
2
53.205
47.819332
3,512.979069
95.434617
255
3,824,293,848
2,151,558,420
255
0.093774
0.047851
0.045923
146
106
1
13
3
1
1
1
1
3
0
0
1
1
3
0
Exploits
1
991
0.84466
tcp
smtp
FIN
54
24
48,363
1,942
91.160942
62
252
449,582.0938
17,635.49805
24
8
15.936981
35.112695
1,169.941306
41.120352
255
3,001,177,616
2,011,696,406
255
0.084144
0.036435
0.047709
896
81
0
0
1
1
1
1
1
1
0
0
0
5
1
0
Exploits
1
992
0.000006
udp
-
INT
2
0
256
0
166,666.6608
254
0
170,666,656
0
0
0
0.006
0
0
0
0
0
0
0
0
0
0
128
0
0
0
2
2
1
1
1
1
0
0
0
1
1
0
Shellcode
1
993
0.624969
tcp
-
FIN
14
12
782
678
40.001984
254
252
9,306.061523
7,961.994629
4
4
48.074538
48.828
2,304.286478
65.029441
255
3,128,621,521
3,532,927,725
255
0.084899
0.035567
0.049332
56
57
0
0
5
1
2
2
2
5
0
0
0
2
5
0
Fuzzers
1
994
0.804682
tcp
smtp
FIN
26
20
11,478
1,680
55.922711
62
252
109,727.8125
15,867.1377
10
8
32.187281
42.000527
1,758.768641
48.939242
255
728,439,882
731,044,800
255
0.052583
0.005989
0.046594
441
84
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
995
0.633303
tcp
-
FIN
10
8
564
354
26.843391
254
252
6,417.149414
3,915.977051
2
1
70.367
87.18143
5,171.840636
151.349281
255
3,001,216,092
2,780,882,767
255
0.078243
0.018438
0.059805
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
996
1.18387
tcp
-
FIN
14
14
784
764
22.806559
254
252
4,919.459473
4,797.824219
4
4
91.066925
82.947695
5,185.367913
112.589945
255
2,858,683,502
2,631,620,588
255
0.106305
0.079668
0.026637
56
55
0
0
3
1
1
1
1
3
0
0
0
2
4
0
Fuzzers
1
997
0.19536
tcp
http
FIN
10
6
1,330
268
76.781325
254
252
49,017.19922
9,172.808594
2
1
19.678
37.701398
1,060.102512
63.266969
255
3,227,253,718
2,848,112,473
255
0.05198
0.00685
0.04513
133
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
998
0.230088
tcp
http
FIN
10
10
816
5,840
82.577103
62
252
25,555.43945
182,747.4688
2
3
25.565333
24.291556
1,404.039424
1,774.725853
255
3,556,760,165
1,899,677,161
255
0.050504
0.007083
0.043421
82
584
1
2,480
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
999
0.212793
tcp
http
FIN
12
20
876
19,342
145.681489
62
252
30,188.96484
690,812.25
2
8
19.344818
10.559684
1,095.599703
1,282.432844
255
1,422,182,480
15,960,501
255
0.053361
0.007469
0.045892
73
967
1
9,029
2
1
1
2
1
1
0
0
1
2
1
0
DoS
1
1,000
0.557667
tcp
http
FIN
12
26
894
29,170
66.347836
62
252
11,763.29199
402,376.3125
2
11
50.604092
19.52972
2,593.580384
1,959.989802
255
4,071,950,859
3,805,189,620
255
0.135886
0.069415
0.066471
75
1,122
1
13,815
4
1
1
2
1
1
0
0
1
2
1
0
Exploits
1