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
401
0.252441
tcp
-
FIN
10
6
1,844
268
59.419827
254
252
52,606.35547
7,098.688477
2
1
26.244333
39.337801
1,373.91835
59.19782
255
3,286,043,099
1,368,625,476
255
0.09512
0.055749
0.039371
184
45
0
0
10
1
1
1
1
11
0
0
0
1
10
0
Fuzzers
1
402
7.312841
ospf
-
INT
40
0
10,880
0
5.333085
254
0
11,604.79199
0
0
0
187.50875
0
215.203906
0
0
0
0
0
0
0
0
272
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
403
0.186136
tcp
http
FIN
10
12
816
6,574
112.820729
62
252
31,589.80469
259,036.3906
2
4
20.681778
15.939636
1,082.096022
1,495.310915
255
2,807,725,629
1,492,683,247
255
0.05382
0.006817
0.047003
82
548
1
2,794
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
404
0.246582
tcp
-
FIN
16
8
6,924
812
93.275259
254
252
210,623.6406
23,067.37695
5
2
15.317467
33.48643
1,035.06763
51.083844
255
1,635,565,997
2,209,334,566
255
0.058698
0.01217
0.046528
433
102
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
405
0.188998
tcp
http
FIN
10
6
854
268
79.36592
254
252
32,550.60938
9,481.582031
2
1
19.176
36.523801
1,028.159761
61.636449
255
3,158,290,523
3,962,639,570
255
0.063293
0.006362
0.056931
85
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Reconnaissance
1
406
0.198691
tcp
http
FIN
10
6
918
268
75.494111
254
252
33,297.9375
9,019.029297
2
1
20.530889
38.344199
1,040.831903
61.173434
255
940,626,502
3,460,499,259
255
0.053072
0.006967
0.046105
92
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
407
4.490101
udp
dns
INT
116
0
17,078
0
25.611897
254
0
30,165.91406
0
0
0
39.044355
0
53.99923
0
0
0
0
0
0
0
0
147
0
0
0
2
2
2
2
2
2
0
0
0
4
2
0
Fuzzers
1
408
43.982441
tcp
-
FIN
28
28
1,568
1,528
1.250499
254
252
275.018829
268.106995
16
10
1,628.979295
1,626.471125
258,304.9003
8,014.3895
255
4,222,814,469
2,282,107,141
255
0.094898
0.048388
0.04651
56
55
0
0
4
1
2
2
2
4
0
0
0
2
4
0
Fuzzers
1
409
0.568472
tcp
smtp
FIN
18
16
2,512
1,386
58.05035
254
252
33,394.78125
18,294.65625
6
6
33.386765
36.095199
1,656.963798
42.704598
255
4,061,604,134
1,954,606,782
255
0.054905
0.027036
0.027869
140
87
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
410
0.535636
tcp
-
FIN
12
10
1,256
1,288
39.205729
254
252
17,205.71484
17,325.19727
3
3
44.371999
54.706891
2,423.439261
69.185531
255
1,898,604,876
1,514,609,969
255
0.072738
0.043266
0.029472
105
129
0
0
6
1
1
1
1
2
0
0
0
3
1
0
Exploits
1
411
0.793553
tcp
-
FIN
16
10
906
556
31.503882
254
252
8,569.055664
5,050.702148
5
3
50.035199
80.547664
2,480.293375
94.568094
255
165,382,503
3,332,570,827
255
0.102206
0.068615
0.033591
57
56
0
0
5
1
1
1
1
5
0
0
0
2
5
0
Fuzzers
1
412
0.905874
tcp
-
FIN
16
12
904
642
29.805469
254
252
7,488.899902
5,201.606445
5
3
58.588333
75.297633
3,988.949962
102.384992
255
1,737,780,158
614,709,883
255
0.120151
0.077597
0.042554
57
54
0
0
5
1
1
1
1
5
0
0
0
2
5
0
Fuzzers
1
413
0.628707
tcp
http
FIN
10
10
964
3,708
30.220755
62
252
11,044.89063
42,474.47656
2
3
69.856333
57.513333
3,985.420742
3,627.239453
255
2,318,751,353
4,156,684,638
255
0.15658
0.066051
0.090529
96
371
1
1,409
4
1
2
2
1
2
0
0
1
2
2
0
Exploits
1
414
0.954264
tcp
-
FIN
14
12
782
678
26.198201
254
252
6,094.749512
5,214.490234
4
4
73.404921
78.133906
4,259.008478
115.617203
255
1,899,886,519
2,614,671,564
255
0.125953
0.065855
0.060098
56
57
0
0
3
1
1
1
1
3
0
0
0
1
3
0
Fuzzers
1
415
1.335126
tcp
-
FIN
16
14
904
728
21.720796
254
252
5,081.167969
4,050.553955
5
3
88.999398
97.095695
4,674.244929
168.342156
255
728,410,861
2,602,928,209
255
0.137927
0.072879
0.065048
57
52
0
0
4
1
1
1
1
4
0
0
0
2
4
0
Fuzzers
1
416
0.417471
tcp
http
FIN
10
8
786
826
40.721392
62
252
13,567.41016
13,854.85449
2
2
46.284778
54.81557
2,461.395282
76.150773
255
2,120,189,938
2,827,257,507
255
0.097739
0.033761
0.063978
79
103
1
14
1
1
1
1
1
1
0
0
1
1
1
0
DoS
1
417
0.328615
tcp
http
FIN
10
10
888
3,780
57.818418
62
252
19,475.67773
82,820.32031
2
3
36.512778
32.54
1,851.790992
2,104.928236
255
3,141,333,184
3,688,782,502
255
0.069402
0.035025
0.034377
89
378
1
1,436
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
418
0.720163
tcp
-
FIN
14
12
790
678
34.714364
254
252
8,153.709961
6,909.546875
4
4
55.397153
60.145363
2,757.288213
70.333898
255
767,569,585
3,589,820,817
255
0.086758
0.057863
0.028895
56
57
0
0
4
1
1
1
1
4
0
0
0
3
4
0
Fuzzers
1
419
0.963038
tcp
-
FIN
18
14
2,798
2,050
32.189798
254
252
21,955.51953
15,816.61328
6
5
53.295765
71.519539
2,677.868827
79.031141
255
2,298,413,648
3,369,092,459
255
0.080419
0.033275
0.047144
155
146
0
0
1
1
2
1
1
1
0
0
0
1
4
0
Exploits
1
420
0.376248
tcp
http
FIN
10
6
1,062
268
39.867321
254
252
20,327.01758
4,762.815918
2
1
40.678444
64.537199
2,131.378654
101.787672
255
2,512,637,655
419,055,905
255
0.099115
0.053553
0.045562
106
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
421
1.30776
tcp
smtp
FIN
34
22
23,864
1,846
42.056646
62
252
141,695.7188
10,784.85352
14
8
39.62909
59.308145
2,514.850279
70.619672
255
1,118,594,827
2,935,223,566
255
0.08491
0.061575
0.023335
702
84
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
422
43.776703
tcp
-
FIN
5,416
806
7,164,417
34,668
142.10755
254
252
1,309,024.125
6,327.566406
2,705
1
8.097634
54.273336
999.922209
63.600586
255
1,748,323,556
287,462,897
255
0.143758
0.086642
0.057116
1,323
43
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
423
0.338931
tcp
http
FIN
10
8
796
1,024
50.157703
62
252
16,923.79883
21,148.84766
2
2
37.659
42.555
1,937.961392
60.596176
255
967,118,013
4,120,194,830
255
0.091635
0.040255
0.05138
80
128
1
90
2
1
1
1
1
1
0
0
1
1
1
0
DoS
1
424
1.194859
tcp
pop3
FIN
20
24
934
8,624
35.987509
62
252
5,945.471191
55,337.07031
7
10
62.884579
48.693002
2,990.764048
2,621.335193
255
3,083,695,214
2,613,797,951
255
0.096073
0.074917
0.021156
47
359
0
0
1
1
2
1
1
1
0
0
0
1
1
0
Exploits
1
425
0.796488
tcp
-
FIN
10
8
564
354
21.343699
254
252
5,102.399414
3,113.668945
2
1
84.467111
106.090711
6,057.088309
147.049406
255
843,016,790
2,757,705,303
255
0.102438
0.053844
0.048594
56
44
0
0
1
1
1
1
1
2
0
0
0
1
1
0
Reconnaissance
1
426
0.320574
tcp
-
FIN
10
6
568
268
46.791071
254
252
12,777.08203
5,589.973145
2
1
35.619333
56.593398
1,710.907333
80.817719
255
2,245,818,532
2,311,004,059
255
0.086109
0.036982
0.049127
57
45
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Shellcode
1
427
0.367036
tcp
http
FIN
10
8
1,092
1,044
46.316981
254
252
21,425.68945
19,921.75
2
2
40.781778
36.32643
1,952.597443
53.597977
255
3,308,108,982
1,641,553,681
255
0.077193
0.048052
0.029141
109
131
1
98
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
428
0.000007
udp
snmp
INT
2
0
136
0
142,857.1409
254
0
77,714,288
0
0
0
0.007
0
0
0
0
0
0
0
0
0
0
68
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
DoS
1
429
0.49391
tcp
http
FIN
10
14
770
11,200
46.567187
62
252
11,224.7168
168,451.7344
2
5
54.772111
35.214078
2,872.89132
2,730.183603
255
2,761,920,022
3,566,826,875
255
0.071621
0.036119
0.035502
77
800
1
5,068
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
430
0.340732
tcp
http
FIN
10
8
842
1,670
49.892583
254
252
17,796.97852
34,326.09766
2
2
37.859111
41.314715
1,873.569022
59.201719
255
1,662,547,502
1,893,834,589
255
0.081875
0.050825
0.03105
84
209
1
430
1
1
1
1
1
1
0
0
1
1
1
0
DoS
1
431
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
1
0
Reconnaissance
1
432
0.829626
tcp
-
FIN
10
8
564
354
20.49116
254
252
4,898.592773
2,989.298828
2
1
88.872111
113.055859
6,367.552253
156.082219
255
760,093,705
512,491,859
255
0.092538
0.038226
0.054312
56
44
0
0
1
1
2
1
1
1
0
0
0
1
2
0
Reconnaissance
1
433
0.000007
udp
-
INT
2
0
406
0
142,857.1409
254
0
232,000,000
0
0
0
0.007
0
0
0
0
0
0
0
0
0
0
203
0
0
0
5
2
2
1
1
5
0
0
0
2
5
0
Shellcode
1
434
0.915074
tcp
-
FIN
16
10
1,536
556
27.320195
254
252
12,589.14551
4,379.973633
8
4
7,467.561188
11,947.929
937,514.5145
35,567.552
255
1,258,417,146
1,861,326,755
255
0.108932
0.065087
0.043845
96
56
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Fuzzers
1
435
0.328484
tcp
http
FIN
10
16
1,126
14,492
76.107208
62
252
24,695.26758
330,901.9688
2
6
36.375556
20.066267
1,906.726334
1,635.269407
255
1,160,354,677
514,290,457
255
0.085007
0.027489
0.057518
113
906
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
436
0.381521
tcp
http
FIN
10
10
794
3,962
49.800668
62
252
14,992.62207
74,774.39063
2
3
42.391222
37.958333
2,080.64079
2,263.833746
255
992,830,548
3,879,203,431
255
0.085254
0.03954
0.045714
79
396
1
1,537
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
437
0.580452
tcp
ssl
FIN
12
8
2,326
552
32.73311
254
252
29,397.7793
6,656.880859
3
2
49.224635
70.482141
2,509.833838
89.661328
255
814,548,613
1,423,057,000
255
0.121115
0.08707
0.034045
194
69
0
0
1
1
1
1
1
2
0
0
0
1
1
0
Exploits
1
438
1.845588
tcp
smtp
FIN
24
20
4,963
1,834
23.298808
62
252
20,619.98633
7,555.315918
9
8
80.242954
93.532844
4,509.168055
116.739383
255
2,708,788,982
1,203,802,522
255
0.125395
0.067622
0.057773
207
92
0
0
1
1
1
1
1
2
0
0
0
1
1
0
Exploits
1
439
1.634732
tcp
-
FIN
20
38
1,084
31,422
34.868101
62
252
5,040.581543
149,729.7344
6
17
86.030475
42.380136
4,197.850148
3,028.250477
255
3,156,940,646
263,729,156
255
0.112586
0.066666
0.04592
54
827
0
0
4
1
1
1
1
1
0
0
0
2
1
0
Exploits
1
440
0.000003
sctp
-
INT
2
0
78
0
333,333.3215
254
0
104,000,000
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
39
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
441
0.000003
sctp
-
INT
2
0
78
0
333,333.3215
254
0
104,000,000
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
39
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
442
0.52179
tcp
-
FIN
10
6
684
268
28.747196
254
252
9,444.412109
3,434.331543
2
1
57.857444
92.87
3,218.618558
145.555609
255
1,622,845,501
129,146,287
255
0.110099
0.057437
0.052662
68
45
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Shellcode
1
443
1.300463
tcp
-
FIN
18
28
992
16,286
34.603062
62
252
5,764.101074
96,611.75
6
12
76.497824
48.764307
3,791.801253
2,971.762215
255
1,680,480,956
827,582,567
255
0.088377
0.032155
0.056222
55
582
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
444
0.884886
tcp
-
FIN
10
8
564
354
19.211514
254
252
4,592.681641
2,802.62085
2
1
96.268444
120.55657
6,962.485278
175.687578
255
1,216,480,660
2,315,613,417
255
0.080034
0.040989
0.039045
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
445
0.474962
tcp
http
FIN
12
22
906
22,330
69.479243
62
252
13,996.90918
359,018.1875
2
9
43.166726
19.108
2,343.860318
1,778.419287
255
3,924,857,131
620,656,127
255
0.096061
0.073689
0.022372
76
1,015
1
10,443
1
1
1
1
1
1
0
0
1
2
1
0
Exploits
1
446
0.818168
tcp
-
FIN
10
8
564
354
20.778129
254
252
4,967.195312
3,031.162354
2
1
90.907556
104.922859
6,157.29677
147.133359
255
1,941,453,726
622,864,104
255
0.078085
0.030936
0.047149
56
44
0
0
4
1
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
447
35.181515
tcp
smtp
FIN
4,144
622
5,487,011
26,990
135.440445
254
252
1,247,402.125
6,127.536133
2,070
2
8.538973
56.776277
1,048.108498
65.390594
255
1,246,500,401
2,594,456,459
255
0.079306
0.025946
0.05336
1,324
43
0
0
1
1
1
1
1
2
0
0
0
1
1
0
DoS
1
448
0.37681
tcp
-
FIN
10
6
562
268
39.807859
254
252
10,742.81445
4,755.712402
2
1
39.118222
63.509398
1,974.184428
82.903047
255
1,691,428,778
2,071,679,324
255
0.087666
0.05926
0.028406
56
45
0
0
2
1
1
1
1
1
0
0
0
1
2
0
Shellcode
1
449
0.000023
udp
-
INT
2
0
168
0
43,478.25991
254
0
29,217,390
0
0
0
0.023
0
0
0
0
0
0
0
0
0
0
84
0
0
0
5
2
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
450
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
1
0
Reconnaissance
1
451
0.346076
tcp
http
FIN
10
6
914
268
43.343079
254
252
19,024.72266
5,178.053223
2
1
35.053556
61.029199
1,826.965145
92.982352
255
2,773,566,798
311,507,358
255
0.113786
0.040927
0.072859
91
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
452
3.315317
tcp
smtp
FIN
182
44
214,505
2,812
67.866815
62
252
514,767.0625
6,633.453125
88
8
18.316668
75.058695
1,814.419301
88.867266
255
2,228,989,328
2,427,852,136
255
0.162629
0.087548
0.075081
1,179
64
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
453
0.000004
udp
-
INT
2
0
2,792
0
250,000.0006
254
0
2,792,000,000
0
0
0
0.004
0
0
0
0
0
0
0
0
0
0
1,396
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
454
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
1
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
455
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
2
2
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
456
0.671246
tcp
-
FIN
10
8
564
354
25.326036
254
252
6,054.412109
3,694.621582
2
1
72.456111
93.479711
5,411.986688
143.919938
255
1,289,435,853
1,958,897,280
255
0.036172
0.01688
0.019292
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
457
0.67514
tcp
-
FIN
10
8
564
354
25.179962
254
252
6,019.492188
3,673.312012
2
1
75.015556
94.46
5,856.686828
148.252813
255
3,685,276,595
218,706,777
255
0.055437
0.00705
0.048387
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
458
0.277344
tcp
http
FIN
10
10
800
5,972
68.506983
62
252
20,768.43359
155,042.125
2
3
30.816
29.941556
1,526.703697
1,875.445529
255
1,955,121,065
934,836,504
255
0.053869
0.007171
0.046698
80
597
1
2,540
1
1
1
1
1
1
0
0
1
2
1
0
Exploits
1
459
0.012899
tcp
-
ACC
2
2
96
96
232.576165
254
252
29,769.75
29,769.75
1
1
0.005
0.002
0
0
255
1,089,888,449
423,598,219
255
0.012892
0.012892
0
48
48
0
0
2
4
1
1
1
2
0
0
0
1
2
0
Exploits
1
460
0.623815
tcp
-
FIN
10
8
564
354
27.251669
254
252
6,514.751953
3,975.537598
2
1
68.868
88.128289
5,433.51407
138.252438
255
576,824,336
3,494,983,190
255
0.052544
0.00691
0.045634
56
44
0
0
2
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
461
0.190103
tcp
http
FIN
10
10
916
4,638
99.945822
62
252
34,718.02344
175,694.2344
2
2
21.122556
19.921778
1,106.390556
1,714.842505
255
634,514,193
830,372,169
255
0.052237
0.006303
0.045934
92
464
1
1,876
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
462
0.000005
ggp
-
INT
2
0
180
0
200,000.0051
254
0
144,000,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Analysis
1
463
0.000005
ggp
-
INT
2
0
180
0
200,000.0051
254
0
144,000,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Exploits
1
464
0.000005
ggp
-
INT
2
0
180
0
200,000.0051
254
0
144,000,000
0
0
0
0.005
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Exploits
1
465
0.000003
ip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Fuzzers
1
466
0.000003
ip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
DoS
1
467
0.000003
ip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
DoS
1
468
0.000003
ip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Exploits
1
469
0.000003
ipnip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Fuzzers
1
470
0.000003
ipnip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
DoS
1
471
0.000003
ipnip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
DoS
1
472
0.000003
ipnip
-
INT
2
0
180
0
333,333.3215
254
0
239,999,984
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
90
0
0
0
4
2
3
4
3
3
0
0
0
5
3
0
Exploits
1
473
1.160125
tcp
ftp
FIN
22
22
1,190
1,642
37.064971
62
252
7,833.638672
10,812.62793
7
9
55.244049
54.780713
3,003.477448
3,593.618904
255
3,381,023,975
1,150,359,159
255
0.051855
0.005569
0.046286
54
75
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
474
1.160125
tcp
ftp
FIN
22
22
1,190
1,642
37.064971
62
252
7,833.638672
10,812.62793
7
9
55.244049
54.780713
3,003.477448
3,593.618904
255
3,381,023,975
1,150,359,159
255
0.051855
0.005569
0.046286
54
75
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
475
1.007653
st2
-
INT
4
0
360
0
2.977215
254
0
2,143.594971
0
0
0
335.884344
0
474.999437
0
0
0
0
0
0
0
0
90
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
Reconnaissance
1
476
1.007653
st2
-
INT
4
0
360
0
2.977215
254
0
2,143.594971
0
0
0
335.884344
0
474.999437
0
0
0
0
0
0
0
0
90
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
DoS
1
477
1.007653
st2
-
INT
4
0
360
0
2.977215
254
0
2,143.594971
0
0
0
335.884344
0
474.999437
0
0
0
0
0
0
0
0
90
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
DoS
1
478
1.007653
st2
-
INT
4
0
360
0
2.977215
254
0
2,143.594971
0
0
0
335.884344
0
474.999437
0
0
0
0
0
0
0
0
90
0
0
0
1
2
1
1
1
1
0
0
0
2
1
0
Exploits
1
479
0.192322
tcp
-
FIN
12
6
5,098
268
88.393423
254
252
194,423.9375
9,317.707031
3
1
16.351728
36.284398
966.663892
63.554484
255
831,472,909
494,833,922
255
0.058036
0.010891
0.047145
425
45
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
480
0.187225
tcp
-
FIN
10
6
1,988
268
80.117506
254
252
76,485.51563
9,571.371094
2
1
18.832
36.139602
1,009.364964
60.748477
255
2,780,487,150
828,693,980
255
0.053478
0.006518
0.04696
199
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
481
0.675253
tcp
-
FIN
10
8
564
354
25.17575
254
252
6,018.485352
3,672.697754
2
1
75.028111
89.001859
5,481.721996
124.375336
255
1,782,955,927
255,733,498
255
0.098437
0.051577
0.04686
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
482
0.000008
argus
-
INT
2
0
180
0
125,000.0003
254
0
90,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
90
0
0
0
10
2
10
10
10
10
0
0
0
10
10
0
DoS
1
483
0.000003
chaos
-
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
10
2
10
10
10
10
0
0
0
10
10
0
Backdoor
1
484
0.000003
chaos
-
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
10
2
10
10
10
10
0
0
0
10
10
0
Exploits
1
485
0.000003
chaos
-
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
10
2
10
10
10
10
0
0
0
10
10
0
Exploits
1
486
0.000006
egp
-
INT
2
0
180
0
166,666.6608
254
0
119,999,992
0
0
0
0.006
0
0
0
0
0
0
0
0
0
0
90
0
0
0
10
2
10
10
10
10
0
0
0
10
10
0
Fuzzers
1
487
0.000006
egp
-
INT
2
0
180
0
166,666.6608
254
0
119,999,992
0
0
0
0.006
0
0
0
0
0
0
0
0
0
0
90
0
0
0
10
2
10
10
10
10
0
0
0
10
10
0
DoS
1
488
0.000006
egp
-
INT
2
0
180
0
166,666.6608
254
0
119,999,992
0
0
0
0.006
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0
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0
0
0
0
0
0
0
90
0
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0
10
2
10
10
10
10
0
0
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10
10
0
DoS
1
489
0.000006
egp
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INT
2
0
180
0
166,666.6608
254
0
119,999,992
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0
0
0.006
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0
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90
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10
10
0
DoS
1
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0.000006
egp
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INT
2
0
180
0
166,666.6608
254
0
119,999,992
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0
0
0.006
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90
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Exploits
1
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emcon
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INT
2
0
180
0
500,000.0013
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360,000,000
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0
0.002
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90
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Exploits
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nvp
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INT
2
0
180
0
166,666.6608
254
0
119,999,992
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0
0
0.006
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0
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0
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90
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10
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10
10
0
DoS
1
493
0.000013
udp
-
INT
2
0
168
0
76,923.07779
254
0
51,692,308
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0
0
0.013
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0
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84
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1
1
1
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Reconnaissance
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nvp
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INT
2
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180
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166,666.6608
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119,999,992
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0.006
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90
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495
0.707186
tcp
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FIN
18
22
1,032
9,898
55.148152
62
252
11,029.62988
106,891.2578
6
9
41.599176
33.308904
1,990.05476
1,873.381746
255
1,475,991,882
3,690,820,948
255
0.053139
0.00682
0.046319
57
450
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0
2
1
1
1
1
2
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1
2
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Exploits
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pup
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INT
2
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180
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333,333.3215
254
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239,999,984
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0.003
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90
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Fuzzers
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udp
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INT
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168
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66,666.66835
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44,800,000
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0.015
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1
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Reconnaissance
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pup
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INT
2
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180
0
333,333.3215
254
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239,999,984
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0.003
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90
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10
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DoS
1
499
0.781325
tcp
-
FIN
22
44
1,186
40,540
83.192015
62
252
11,600.80664
405,659.625
6
20
37.205952
17.981908
1,843.796052
1,321.553845
255
293,677,215
1,819,468,955
255
0.050492
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54
921
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0
1
1
1
1
1
1
0
0
0
2
1
0
Exploits
1
500
0.225991
tcp
http
FIN
10
8
1,170
966
75.224236
254
252
37,275.82031
29,948.0957
2
2
25.110111
30.414857
1,362.040071
53.578387
255
709,846,722
2,818,662,235
255
0.053994
0.007956
0.046038
117
121
1
78
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1