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
501
0.000003
pup
-
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
10
2
10
10
10
10
0
0
0
10
10
0
DoS
1
502
0.227117
tcp
http
FIN
10
10
834
5,384
83.657321
62
252
26,453.32617
170,696.1563
2
3
25.235222
24.392667
1,203.594104
1,760.294515
255
2,560,575,818
2,990,263,853
255
0.052626
0.006827
0.045799
83
538
1
2,248
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
503
0.000003
pup
-
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
10
2
10
10
10
10
0
0
0
10
10
0
Exploits
1
504
0.00001
udp
-
INT
2
0
748
0
100,000.0025
254
0
299,200,000
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
374
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Exploits
1
505
0.000003
xnet
-
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
10
2
10
10
10
10
0
0
0
10
10
0
Exploits
1
506
1.411386
tcp
ftp
FIN
22
22
1,202
1,664
30.466506
62
252
6,507.078613
9,006.749023
7
9
67.208857
69.346747
3,713.460029
4,407.558062
255
1,304,956,959
573,928,193
255
0.072545
0.023881
0.048664
55
76
0
0
1
1
2
1
1
2
1
1
0
2
1
0
Exploits
1
507
0.244608
tcp
http
FIN
10
6
980
268
61.322606
254
252
28,846.1543
7,326.007324
2
1
25.862667
39.759
1,356.64221
61.574113
255
2,688,817,882
4,213,136,542
255
0.08045
0.04581
0.03464
98
45
1
0
1
1
1
1
1
2
0
0
1
1
1
0
Reconnaissance
1
508
1.253977
tcp
smtp
FIN
252
54
308,919
3,296
243.226163
62
252
1,962,996.25
20,638.33789
123
8
4.995924
23.263094
606.286254
35.574094
255
37,144,313
2,847,193,607
255
0.049045
0.016461
0.032584
1,226
61
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
509
0.00002
udp
-
INT
2
0
168
0
50,000.00126
254
0
33,600,000
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
84
0
0
0
27
2
1
1
1
1
0
0
0
9
1
0
Reconnaissance
1
510
0.371083
tcp
http
FIN
10
6
950
268
40.422225
254
252
18,432.53516
4,829.108398
2
1
38.882778
63.336602
2,047.389571
93.902641
255
4,036,880,057
4,244,516,005
255
0.13977
0.054391
0.085379
95
45
1
0
5
1
2
2
1
5
0
0
1
2
5
0
Fuzzers
1
511
0.000007
udp
-
INT
2
0
168
0
142,857.1409
254
0
96,000,000
0
0
0
0.007
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
512
1.246909
mux
-
INT
4
0
400
0
2.405949
254
0
1,924.759521
0
0
0
415.636344
0
587.788625
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
DoS
1
513
0.489758
ospf
-
INT
20
0
1,040
0
38.794669
254
0
16,138.58203
0
0
0
25.776736
0
29.430768
0
0
0
0
0
0
0
0
52
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Backdoor
1
514
0.489758
ospf
-
INT
20
0
1,040
0
38.794669
254
0
16,138.58203
0
0
0
25.776736
0
29.430768
0
0
0
0
0
0
0
0
52
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
DoS
1
515
1.246909
mux
-
INT
4
0
400
0
2.405949
254
0
1,924.759521
0
0
0
415.636344
0
587.788625
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
DoS
1
516
57.237827
tcp
pop3
FIN
1,642
11,018
70,700
14,657,531
221.164929
62
252
9,875.567383
2,048,463.625
7
5,507
34.901071
5.207182
2,437.926717
928.124268
255
660,150,177
1,867,331,307
255
0.048404
0.004971
0.043433
43
1,330
0
0
1
1
1
1
1
1
0
0
0
1
1
0
DoS
1
517
1.246909
mux
-
INT
4
0
400
0
2.405949
254
0
1,924.759521
0
0
0
415.636344
0
587.788625
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
Exploits
1
518
0.231606
tcp
http
FIN
12
22
926
23,166
142.483351
62
252
29,325.66406
763,814.375
2
9
20.972909
10.274905
1,154.253369
1,061.350085
255
3,832,588,857
1,315,057,536
255
0.02988
0.01583
0.01405
77
1,053
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
519
1.246909
mux
-
INT
4
0
400
0
2.405949
254
0
1,924.759521
0
0
0
415.636344
0
587.788625
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
Exploits
1
520
1.565097
tcp
http
FIN
60
348
2,976
449,181
260.047784
62
252
14,961.37305
2,289,396.75
2
172
26.527067
4.420243
1,500.427194
622.776359
255
825,415,081
3,887,846,602
255
0.070315
0.019991
0.050324
50
1,291
1
217,346
1
1
1
1
1
1
0
0
1
2
1
0
Exploits
1
521
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
522
1.246909
mux
-
INT
4
0
400
0
2.405949
254
0
1,924.759521
0
0
0
415.636344
0
587.788625
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
Exploits
1
523
1.644148
tcp
smtp
FIN
232
50
283,242
2,998
170.909189
62
252
1,372,246.25
14,300.41602
113
8
7.117524
31.946307
801.855726
42.75309
255
712,613,753
3,524,359,574
255
0.064531
0.041766
0.022765
1,221
60
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
524
0.000009
dcn
-
INT
2
0
200
0
111,111.1072
254
0
88,888,888
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
Backdoor
1
525
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
526
0.000009
dcn
-
INT
2
0
200
0
111,111.1072
254
0
88,888,888
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
2
2
3
0
0
0
2
3
0
Exploits
1
527
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
DoS
1
528
0.000005
hmp
-
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
3
2
1
1
1
3
0
0
0
1
3
0
DoS
1
529
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
DoS
1
530
0.000005
hmp
-
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
3
2
1
1
1
3
0
0
0
1
3
0
DoS
1
531
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
Exploits
1
532
0.27331
tcp
http
FIN
10
6
898
268
54.882733
254
252
23,680.07031
6,556.657227
2
1
28.348667
43.082199
1,480.415072
61.149516
255
1,181,515,496
1,277,330,068
255
0.10315
0.057891
0.045259
90
45
1
0
2
1
1
1
1
2
0
0
1
1
1
0
Exploits
1
533
0.000008
prm
-
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
6
2
1
1
1
6
0
0
0
1
6
0
Analysis
1
534
0.155371
tcp
-
FIN
22
8
19,834
354
186.650024
254
252
974,853.75
15,961.79492
8
1
7.173762
19.773285
603.474651
41.316617
255
2,784,965,672
3,058,370,590
255
0.062073
0.01695
0.045123
902
44
0
0
1
1
2
1
1
1
0
0
0
1
1
0
Exploits
1
535
0.000008
prm
-
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
6
2
1
1
1
6
0
0
0
1
6
0
DoS
1
536
0.217978
tcp
http
FIN
10
6
802
268
68.814284
254
252
26,498.08594
8,221.012695
2
1
22.000444
41.043398
1,160.31563
67.676883
255
4,239,674,941
3,588,497,366
255
0.062684
0.012753
0.049931
80
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
537
0.000005
trunk-1
-
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
6
2
3
3
3
6
0
0
0
5
6
0
Reconnaissance
1
538
0.000005
trunk-1
-
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
6
2
3
3
3
6
0
0
0
5
6
0
DoS
1
539
0.625488
tcp
-
FIN
10
8
564
354
27.17878
254
252
6,497.327148
3,964.904297
2
1
69.031889
88.34243
5,422.5544
138.839625
255
4,020,424,451
3,658,810,051
255
0.062247
0.007082
0.055165
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
540
0.000005
trunk-1
-
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
6
2
3
3
3
6
0
0
0
5
6
0
Exploits
1
541
0.2647
tcp
-
FIN
10
12
2,652
9,188
79.335098
254
252
72,142.04688
254,567.4375
2
4
29.411111
22.941636
1,404.568151
1,737.515013
255
1,680,976,031
4,196,662,150
255
0.06147
0.011537
0.049933
265
766
1
0
1
1
1
1
1
2
0
0
1
1
1
0
Exploits
1
542
0.000005
trunk-2
-
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
6
2
3
3
3
6
0
0
0
5
6
0
Fuzzers
1
543
0.496533
tcp
http
FIN
10
10
962
1,056
38.265331
62
252
13,952.74805
15,322.24414
2
2
55.170333
46.8
3,736.725152
102.283641
255
878,386,441
143,321,442
255
0.092974
0.046452
0.046522
96
106
1
56
2
1
2
2
1
2
0
0
1
2
2
0
Exploits
1
544
0.000005
trunk-2
-
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
6
2
3
3
3
6
0
0
0
5
6
0
DoS
1
545
0.632841
tcp
-
FIN
10
8
564
354
26.862988
254
252
6,421.834473
3,918.835938
2
1
69.781889
89.51857
5,487.191179
139.412531
255
3,725,869,419
282,221,455
255
0.060101
0.006208
0.053893
56
44
0
0
1
1
1
1
1
1
0
0
0
1
2
0
Reconnaissance
1
546
0.181007
tcp
http
FIN
10
6
2,792
268
82.869724
254
252
111,067.5313
9,900.169922
2
1
18.643667
34.767801
998.062398
59.820789
255
2,059,679,192
1,881,073,752
255
0.052293
0.007159
0.045134
279
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
547
0.000005
trunk-2
-
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
6
2
3
3
3
6
0
0
0
5
6
0
DoS
1
548
0.626981
tcp
-
FIN
10
8
564
354
27.114058
254
252
6,481.85498
3,955.462646
2
1
68.931778
88.599859
5,378.099901
138.530906
255
1,355,468,620
1,438,993,678
255
0.052759
0.006774
0.045985
56
44
0
0
2
1
1
1
1
2
0
0
0
1
1
0
Reconnaissance
1
549
0.000005
trunk-2
-
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
6
2
3
3
3
6
0
0
0
5
6
0
Exploits
1
550
1.755642
tcp
http
FIN
62
368
3,010
474,465
244.355049
62
252
13,497.05664
2,156,138.75
2
182
28.781017
4.688549
1,479.507869
623.13258
255
488,972,002
2,038,348,541
255
0.050516
0.006203
0.044313
49
1,289
1
229,585
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
551
0.633985
tcp
-
FIN
18
18
1,024
3,010
55.206355
62
252
12,214.80078
35,874.66797
6
7
37.293235
36.229059
1,819.28642
44.441703
255
634,022,743
3,256,018,024
255
0.037243
0.017237
0.020006
57
167
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
552
0.000003
xns-idp
-
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
6
2
3
3
3
6
0
0
0
5
6
0
DoS
1
553
0.18229
tcp
http
FIN
10
6
1,006
268
82.286465
254
252
39,760.82031
9,830.489258
2
1
18.678444
34.702398
1,002.946875
59.495355
255
313,650,391
1,073,841,901
255
0.053648
0.008769
0.044879
101
45
1
0
3
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
554
0.844803
tcp
smtp
FIN
26
20
9,199
1,596
53.266858
62
252
83,768.64063
14,365.47949
10
8
33.792121
44.076789
1,797.360268
49.432383
255
50,977,269
3,900,459,377
255
0.052881
0.00653
0.046351
354
80
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
555
0.000003
xns-idp
-
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
6
2
3
3
3
6
0
0
0
5
6
0
DoS
1
556
0.008271
udp
-
CON
2
2
1,386
106
362.713079
254
60
670,293.75
51,263.44922
0
0
0.01
0.007
0
0
0
0
0
0
0
0
0
693
53
0
0
1
0
1
1
1
1
0
0
0
1
2
0
Exploits
1
557
0.000003
xns-idp
-
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
6
2
3
3
3
6
0
0
0
5
6
0
Exploits
1
558
1.122435
tcp
smtp
FIN
90
32
94,429
2,308
107.801345
62
252
665,553.0625
15,936.78027
42
8
12.61163
35.956355
1,237.937501
49.153508
255
3,925,606,830
1,090,038,504
255
0.054311
0.007124
0.047187
1,049
72
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
559
0.000003
leaf-1
-
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
6
2
2
2
2
6
0
0
0
4
6
0
Reconnaissance
1
560
0.230717
tcp
http
FIN
10
12
802
7,782
91.0206
62
252
25,035
247,367.9844
2
4
25.635222
20.31491
1,222.462807
1,597.053086
255
4,046,914,389
1,684,688,202
255
0.051314
0.006465
0.044849
80
649
1
3,406
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
561
0.000003
leaf-1
-
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
6
2
2
2
2
6
0
0
0
4
6
0
DoS
1
562
0.638853
tcp
-
FIN
10
8
564
354
26.61019
254
252
6,361.400879
3,881.957031
2
1
70.449
88.78957
5,494.540365
136.335797
255
377,146,176
2,575,294,801
255
0.032785
0.017322
0.015463
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
563
0.000003
leaf-1
-
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
6
2
2
2
2
6
0
0
0
4
6
0
Exploits
1
564
0.248781
tcp
http
FIN
12
26
876
29,216
148.725187
62
252
25,821.9082
903,380.875
2
11
22.616454
9.6564
1,164.896249
1,133.996654
255
2,053,748,701
1,328,741,404
255
0.052997
0.006655
0.046342
73
1,124
1
13,828
2
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
565
0.000003
leaf-1
-
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
6
2
2
2
2
6
0
0
0
4
6
0
Exploits
1
566
1.96472
tcp
ftp
FIN
22
22
1,206
1,638
21.88607
62
252
4,690.744629
6,368.337402
7
9
93.558092
89.174144
4,919.001488
5,250.417324
255
1,157,241,371
1,184,926,425
255
0.096625
0.042871
0.053754
55
74
0
0
1
1
4
1
1
2
1
1
0
2
1
0
Exploits
1
567
0.000003
leaf-1
-
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
6
2
2
2
2
6
0
0
0
4
6
0
Exploits
1
568
1.914575
tcp
-
FIN
26
26
3,444
3,254
26.637766
254
252
13,839.10254
13,074.44238
10
10
76.582998
72.995398
4,000.316548
98.159609
255
4,081,478,244
3,770,194,246
255
0.101534
0.058138
0.043396
132
125
0
0
2
1
1
1
1
1
0
0
0
2
1
0
DoS
1
569
0.872915
tcp
-
FIN
10
8
564
354
19.474977
254
252
4,655.665039
2,841.05542
2
1
96.931222
119.93
5,776.370115
166.182063
255
915,913,414
1,131,421,766
255
0.109718
0.033395
0.076323
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
570
0.000004
leaf-2
-
INT
2
0
200
0
250,000.0006
254
0
200,000,000
0
0
0
0.004
0
0
0
0
0
0
0
0
0
0
100
0
0
0
6
2
2
2
2
6
0
0
0
4
6
0
DoS
1
571
0.618564
tcp
-
FIN
12
6
4,172
268
27.483009
254
252
49,469.41406
2,897.032471
3
1
54.666271
109.912203
3,099.715149
162.87825
255
3,545,134,189
2,137,945,986
255
0.23955
0.068997
0.170553
348
45
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
572
0.000008
irtp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
Fuzzers
1
573
0.97472
tcp
smtp
FIN
50
24
41,333
2,022
74.893303
62
252
332,460.5938
15,906.10645
22
8
19.892245
41.775477
1,412.12331
48.188895
255
3,697,358,168
1,462,983,935
255
0.060429
0.01314
0.047289
827
84
0
0
2
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
574
0.000008
irtp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
DoS
1
575
0.000008
irtp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
Exploits
1
576
0.285157
tcp
http
FIN
10
8
814
2,030
59.616283
62
252
20,564.11133
49,853.23828
2
2
31.684111
36.91157
1,693.469743
63.248449
255
2,644,503,951
1,705,530,051
255
0.072126
0.014737
0.057389
81
254
1
590
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
577
0.000003
rdp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
Exploits
1
578
0.00001
udp
-
INT
2
0
322
0
100,000.0025
254
0
128,800,000
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
161
0
0
0
1
2
2
1
1
1
0
0
0
1
1
0
Shellcode
1
579
0.000003
rdp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
Exploits
1
580
0.255045
tcp
http
FIN
10
6
2,456
268
58.813151
254
252
69,352.46875
7,026.210938
2
1
28.338333
44.187602
1,399.226058
65.658297
255
2,747,818,768
3,375,988,877
255
0.092982
0.033442
0.05954
246
45
1
0
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
581
1.036788
tcp
http
FIN
20
82
1,268
100,496
97.416252
62
252
9,297.947266
765,988.8125
2
38
54.567788
12.098642
3,329.086447
1,475.258241
255
1,171,949,057
675,061,894
255
0.113811
0.055888
0.057923
63
1,226
1
48,339
1
1
1
1
1
1
0
0
1
2
1
0
Exploits
1
582
0.000003
rdp
-
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
4
2
2
2
2
4
0
0
0
4
4
0
Exploits
1
583
0.538437
tcp
-
FIN
10
8
518
354
31.572867
254
252
6,938.601562
4,605.924316
2
1
57.501778
68.283141
3,645.840403
122.526391
255
1,595,099,619
3,023,502,726
255
0.141899
0.060447
0.081452
52
44
0
0
1
1
1
1
1
1
0
0
0
1
2
0
Shellcode
1
584
0.000001
udp
-
INT
2
0
104
0
1,000,000.003
254
0
416,000,000
0
0
0
0.001
0
0
0
0
0
0
0
0
0
0
52
0
0
0
6
2
2
2
1
5
0
0
0
4
5
0
Fuzzers
1
585
0.000002
udp
-
INT
2
0
104
0
500,000.0013
254
0
208,000,000
0
0
0
0.002
0
0
0
0
0
0
0
0
0
0
52
0
0
0
6
2
2
2
1
5
0
0
0
4
5
0
Fuzzers
1
586
0.301315
tcp
http
FIN
10
8
812
2,864
56.41936
62
252
19,408.25977
66,535.01563
2
2
33.479444
33.796855
1,636.463184
56.533918
255
63,479,818
2,046,665,586
255
0.064221
0.033427
0.030794
81
358
1
1,023
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
587
1.285564
tcp
http
FIN
12
10
1,012
1,688
16.335243
62
252
5,774.897461
9,458.883789
2
2
116.845635
129.689109
8,244.675429
165.303672
255
2,106,215,216
3,090,540,851
255
0.203335
0.118359
0.084976
84
169
1
379
3
1
3
3
1
1
0
0
1
3
1
0
DoS
1
588
0.664642
tcp
-
FIN
10
8
564
354
25.57768
254
252
6,114.570312
3,731.332275
2
1
72.537667
92.99
5,602.371836
141.710797
255
2,254,754,639
746,268,827
255
0.062747
0.013703
0.049044
56
44
0
0
2
1
1
1
1
2
0
0
0
2
1
0
Reconnaissance
1
589
0.221558
tcp
-
FIN
10
6
628
268
67.702361
254
252
20,437.08594
8,088.175293
2
1
22.025222
41.935398
1,143.157907
64.990223
255
2,758,651,049
1,205,195,403
255
0.063045
0.011872
0.051173
63
45
0
0
2
1
1
1
1
1
0
0
0
2
1
0
Shellcode
1
590
0.000009
netblt
-
INT
2
0
200
0
111,111.1072
254
0
88,888,888
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
100
0
0
0
4
2
3
2
2
4
0
0
0
3
4
0
Analysis
1
591
0.241523
tcp
http
FIN
10
8
818
1,796
70.386672
62
252
24,411.75391
52,069.57422
2
2
26.835889
32.256715
1,436.602342
57.304789
255
381,183,793
1,501,571,989
255
0.053891
0.008932
0.044959
82
225
1
467
1
1
1
1
1
1
0
0
1
1
1
0
Exploits
1
592
0.000003
mfe-nsp
-
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
3
2
1
1
1
3
0
0
0
1
3
0
Fuzzers
1
593
0.000003
mfe-nsp
-
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
3
2
1
1
1
3
0
0
0
1
3
0
DoS
1
594
0.616813
tcp
smtp
FIN
26
20
9,989
1,712
72.95566
62
252
124,575.8438
21,102.01953
10
8
24.63524
31.451369
1,358.532092
37.886473
255
3,897,427,367
2,877,314,886
255
0.055414
0.019228
0.036186
384
86
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Exploits
1
595
0.000009
merit-inp
-
INT
2
0
200
0
111,111.1072
254
0
88,888,888
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
100
0
0
0
3
2
2
1
1
3
0
0
0
3
3
0
DoS
1
596
0.659375
tcp
-
FIN
10
8
564
354
25.78199
254
252
6,163.412109
3,761.137451
2
1
73.158667
92.078141
5,511.463353
138.072234
255
2,544,469,875
2,445,363,616
255
0.061296
0.014819
0.046477
56
44
0
0
1
1
1
1
1
1
0
0
0
1
1
0
Reconnaissance
1
597
0.474746
tcp
ftp-data
FIN
8
10
364
5,150
35.808623
62
252
5,375.506348
78,104.92188
1
3
67.698
48.716778
4,165.415045
3,434.624304
255
30,865,499
2,998,829,628
255
0.06063
0.036292
0.024338
46
515
0
0
1
1
2
1
1
2
0
0
0
2
1
0
Exploits
1
598
0.000008
udp
-
INT
2
0
104
0
125,000.0003
254
0
52,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
52
0
0
0
4
2
1
1
1
3
0
0
0
2
3
0
Fuzzers
1
599
0.379524
tcp
-
FIN
10
6
1,612
268
39.523193
254
252
30,585.68164
4,721.704102
2
1
38.186778
61.521801
1,947.501062
87.997516
255
60,151,491
1,303,561,040
255
0.124694
0.071906
0.052788
161
45
0
0
8
1
2
2
1
8
0
0
0
2
8
0
Fuzzers
1
600
0.000009
3pc
-
INT
2
0
200
0
111,111.1072
254
0
88,888,888
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
100
0
0
0
4
2
1
1
1
4
0
0
0
2
4
0
DoS
1