Datasets:
lacg030175
/
CIC-IoT-2023-neto-full

Dataset card Data Studio Files
xet
 Community
1
flow_duration
float32
Header_Length
float32
Protocol Type
float32
Duration
float32
Rate
float32
Srate
float32
Drate
float32
fin_flag_number
float32
syn_flag_number
float32
rst_flag_number
float32
psh_flag_number
float32
ack_flag_number
float32
ece_flag_number
float32
cwr_flag_number
float32
ack_count
float32
syn_count
float32
fin_count
float32
urg_count
float32
rst_count
float32
HTTP
float32
HTTPS
float32
DNS
float32
Telnet
float32
SMTP
float32
SSH
float32
IRC
float32
TCP
float32
UDP
float32
DHCP
float32
ARP
float32
ICMP
float32
IPv
float32
LLC
float32
Tot sum
float32
Min
float32
Max
float32
AVG
float32
Std
float32
Tot size
float32
IAT
float32
Number
float32
Magnitue
float32
Radius
float32
Covariance
float32
Variance
float32
Weight
float32
Label
large_string
Label_orig
large_string
attack_class
large_string
label
int8
0
54
6
64
1.752583
1.752583
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,032
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
54
6
64
56.035004
56.035004
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,488
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0
54
6
64
2.901903
2.901903
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,240
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0.119632
30,735
17
64
4,977.418457
4,977.418457
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,123,824
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
0
1
64
22.806231
22.806231
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,129,056
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.205725
76.220001
6
63.860001
14.247234
14.247234
0
0
1
0
0
0
0
0
0
1.2
0.19
0
0.2
0
0
0
0
0
0
0
1
0
0
0
0
1
1
572.200012
54
55.400002
54.360725
0.412826
54.599998
82,972,896
9.5
10.42674
0.584633
1.364847
0.15
141.550003
DoS-SYN_Flood
DoS-SYN_Flood
DoS
1
1.887916
108
6
64
1.059374
1.059374
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,496
9.5
10.392304
0
0
0
141.550003
DDoS-SynonymousIP_Flood
DDoS-SynonymousIP_Flood
DDoS
1
0.115772
22,201
17
64
76,870.578125
76,870.578125
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,495,224
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0.005518
4,225
17
64
15,751.748047
15,751.748047
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,011,432
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
0
0.99
63.360001
1.951591
1.951591
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
444.600006
42.18
45.599998
42.647594
1.072258
42.18
83,132,736
9.5
9.232942
1.517764
6.492759
0.19
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
54
6
64
34.522015
34.522015
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,432
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
54
6
64
0
0
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,349,392
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0
54
6
64
29.967876
29.967876
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,037,688
9.5
10.392304
0
0
0
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0.101283
25,734.859375
16.780001
67.480003
21,343.544922
21,343.544922
0
0
0
0
0
0
0
0
0
0.08
0
0.37
0.97
0
0
0
0
0
0
0
0
1
0
0
0
1
1
549.900024
50
68.959999
51.805351
5.035313
52.119999
83,015,408
9.5
10.168761
7.13296
214.255173
0.12
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
54
6
64
124.945755
124.945755
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,864
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0.031306
28,075
17
64
18,775.445313
18,775.445313
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,012,456
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0.0298
21,825
17
64
14,642.529297
14,642.529297
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,098,528
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
54
6
64
10.089094
10.089094
0
1
0
1
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,184
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0
54
6
64
105.7472
105.7472
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,068,384
9.5
10.392304
0
0
0
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0
54
6
64
3.865112
3.865112
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,192
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0.046281
15,719.240234
16.889999
64
10,603.303711
10,603.303711
0
0
0
0
0
0
0
0
0
0
0
0.01
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
752.840027
50
277.839996
71.565147
64.828598
64.239998
83,016,560
9.5
11.440738
91.789268
27,257.683594
0.16
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0.293199
17,140.179688
16.780001
63.68
1,174.823853
1,174.823853
0
0
0
0
0
0
0
0
0
0.04
0
0.07
0.13
0
0
0
0
0
0
0
0
1
0
0
0
1
1
873.960022
62.240002
398.959991
100.250313
97.534599
77.120003
83,015,832
9.5
12.789456
138.140015
38,761.699219
0.26
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0.029841
54.619999
6
63.779999
0.920553
0.920553
0
0
0
0
0
0
0
0
0
0.02
0
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.599976
54
54.599998
54.052578
0.166103
54.040001
83,068,272
9.5
10.397365
0.235208
0.189475
0.15
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0
54
6
64
30.506048
30.506048
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,232
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
243.360199
4,840.399902
10.9
156.100006
0.103432
0.103432
0
0
0
0
0
0
0
0
0
0.1
0
3
4.5
0
0
0
0
0
0
0
0
0
0
0
0
1
1
710.900024
74.5
216.699997
129.948013
58.515648
124
0.036961
5.5
16.089613
82.753624
3,811.245605
0.9
38.5
Recon-HostDiscovery
Recon-HostDiscovery
Recon
1
0
54
6
64
40.37624
40.37624
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,088,824
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0
0
1
64
66.697647
66.697647
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,132,728
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
54
6
64
1.433021
1.433021
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,318,200
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0.021061
23,225
17
64
22,065.371094
22,065.371094
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,028,536
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
54
6
64
19.571383
19.571383
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,075,976
9.5
10.392304
0
0
0
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0
0
1
64
13.497272
13.497272
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,128,384
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
0
1
64
24.011015
24.011015
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,128,520
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
0
1
64
2.905619
2.905619
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,752
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
0
1
64
4.415537
4.415537
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,483,208
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
53.459999
5.95
64
11.530584
11.530584
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
572.280029
54
59.279999
54.38715
1.363668
54.439999
83,067,256
9.5
10.429093
1.931849
15.749414
0.12
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
3.672513
14,046.5
6
118.800003
96.868057
96.868057
0
0
0
0
0
1
0
0
0
1.6
0.1
34.799999
73.300003
0
1
0
0
0
0
0
1
0
0
0
0
1
1
526.5
67.5
182.100006
93.239403
38.757
139.199997
0.004186
5.5
13.590567
54.810673
2,862.876709
0.9
38.5
BenignTraffic
BenignTraffic
Benign
0
0
54
6
64
1.041355
1.041355
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,094,384
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0
54
6
64
15.00106
15.00106
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,856
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
0
1
64
39.265709
39.265709
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,560
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.065383
18,484.699219
16.889999
64
80,126.84375
80,126.84375
0
0
0
0
0
0
0
0
0
0
0
0.04
0.06
0
0
0
0
0
0
0
0
1
0
0
0
1
1
529.219971
50
54.220001
50.210999
0.919728
54.220001
83,102,856
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0.061711
20,975
17
64
6,791.233887
6,791.233887
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,016,512
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
53.459999
5.94
63.360001
120.055069
120.055069
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567.659973
54
54.66
54.046127
0.167099
54.060001
83,072,240
9.5
10.396749
0.236767
0.257305
0.11
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0
0
0.98
62.720001
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
444.420013
42
45.419998
42.275654
0.91047
42.360001
83,150,648
9.5
9.195033
1.290324
4.509338
0.19
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.107699
17,685
17
64
3,326.775635
3,326.775635
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,123,880
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
6.969006
527,606.5
6
213.899994
263.070862
263.070862
0
0
0
0
0
1
0
0
0
1.8
0
52.299999
500.299988
0
1
0
0
0
0
0
1
0
0
0
0
1
1
2,480
66
1,359
163.439987
320.907959
66
166,518,080
13.5
18.073223
454.797272
104,147.84375
1
244.600006
BenignTraffic
BenignTraffic
Benign
0
0.065839
17,362.5
16.84
64
5,377.666016
5,377.666016
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
526.679993
50
51.68
50.096931
0.391189
50.279999
83,098,360
9.5
10.009687
0.555344
2.574432
0.06
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
4.897834
84
17
64
0.408344
0.408344
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
441
42
42
42
0
42
83,003,528
9.5
9.165152
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
0
47
64
28.211605
28.211605
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,651,096
9.5
34
0
0
0
141.550003
Mirai-greip_flood
Mirai-greip_flood
Mirai
1
0
0
1
64
262.119415
262.119415
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,124,888
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.1178
11,109.639648
16.889999
63.810001
15,709.487305
15,709.487305
0
0
0
0
0
0
0
0
0
0
0
0.01
0.01
0
0
0
0
0
0
0
0
1
0
0
0
1
1
553.26001
50
78.260002
51.814487
6.90014
53.139999
83,102,336
9.5
10.166534
9.782038
534.48175
0.09
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
0.99
1.05
64
122.850609
122.850609
0
0
0
0
0
0
0
0
0
0
0
0.01
0.01
0
0
0
0
0
0
0
0
0
0
0
1
1
1
448.980011
42
49.98
42.654213
2.154539
42.57
83,150,008
9.5
9.234618
3.051292
33.962669
0.14
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.017428
147.410004
6
64
2.439154
2.439154
0
0
1
0
0
0
0
0
0
1.01
0
0.03
0.11
0
0
0
0
0
0
0
1
0
0
0
0
1
1
583.159973
54
70.160004
54.998947
3.880645
56.02
83,495,280
9.5
10.483821
5.50335
190.025803
0.08
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0.129834
12.44
1.09
66.739998
1.319825
1.319825
0
0
0
0
0
0
0
0
0
0.1
0
0.03
0.13
0
0
0
0
0
0
0
0
0
0
0
1
1
1
468.279999
42
67.599998
44.246616
6.897431
43.939999
83,128,744
9.5
9.392963
9.768091
282.108673
0.29
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
0
1
64
10.075626
10.075626
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,624
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
81
6
64
260.999603
260.999603
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,925,800
9.5
10.392304
0
0
0
141.550003
DoS-TCP_Flood
DoS-TCP_Flood
DoS
1
0
54
6
64
1.201337
1.201337
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,068,272
9.5
10.392304
0
0
0
141.550003
DDoS-TCP_Flood
DDoS-TCP_Flood
DDoS
1
0
744
6.11
65.910004
5.061834
5.061834
0
0
0
0
0
0
0
0
0
0
0
0
0.49
0
0
0
0
0
0
0
0
0
0
0
0
1
1
10,055.400391
414.799988
1,502.599976
979.022217
538.670349
931
83,335,248
9.5
44.178776
761.790649
305,490.15625
0.95
141.550003
DDoS-ACK_Fragmentation
DDoS-ACK_Fragmentation
DDoS
1
11.082787
35,868.101563
7.8
81
11.405836
11.405836
0
0
0
0
0
1
0
0
0
0
0
8.7
40
0
1
0
0
0
0
0
1
0
0
0
0
1
1
14,575
62.400002
4,410
971.63147
1,384.310669
91.900002
166,611,792
13.5
43.994617
1,961.274414
1,928,618.125
1
244.600006
MITM-ArpSpoofing
MITM-ArpSpoofing
Spoofing
1
0
53.459999
5.94
63.360001
1.000306
1.000306
0
0
1
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.119995
54
54.119999
54.006157
0.026475
54.060001
83,089,792
9.5
10.392912
0.037895
0.0359
0.02
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0
0
1
65.910004
2.560409
2.560409
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,128,744
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.061121
17,244
17
64
7,390.152344
7,390.152344
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,102,400
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
81
6
64
285.098846
285.098846
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,925,792
9.5
10.392304
0
0
0
141.550003
DoS-TCP_Flood
DoS-TCP_Flood
DoS
1
4.143744
135
6
64
0.542049
0.542049
0
0
1
0
0
0
0
0
0
2.5
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,392
9.5
10.392304
0
0
0
141.550003
DDoS-SynonymousIP_Flood
DDoS-SynonymousIP_Flood
DDoS
1
0.055002
18,075
17
64
6,564.126953
6,564.126953
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,012,440
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
0
1
64
2.650479
2.650479
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,124,152
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
54
6
64
97.475082
97.475082
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,824
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
54
6
64
54.106438
54.106438
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,552
9.5
10.392304
0
0
0
141.550003
DoS-SYN_Flood
DoS-SYN_Flood
DoS
1
0
54
6
64
92.600739
92.600739
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,928
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0
53.459999
5.94
63.360001
32.469685
32.469685
0
0
1
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.200012
54.060001
55.200001
54.215866
0.357419
54.060001
83,089,200
9.5
10.412846
0.505921
0.721418
0.19
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0.009168
11,392.5
16.67
65.269997
24,805.037109
24,805.037109
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
529.599976
50
54.599998
50.569
1.383509
50.299999
83,012,384
9.5
10.055843
1.958847
8.481456
0.27
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0.009417
66.959999
6
64
51.253788
51.253788
0
0
0
0
1
1
0
0
0
0
0.24
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,872
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
54
6
64
185.322174
185.322174
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,094,088
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0.026399
6,806
17
64
5,599.132813
5,599.132813
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,102,360
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
4.915288
108
6
64
0.406894
0.406894
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,560
9.5
10.392304
0
0
0
141.550003
DoS-SYN_Flood
DoS-SYN_Flood
DoS
1
0
54
6
64
30.752623
30.752623
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,864
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0.020653
1.74
46.130001
63.77
1.479665
1.479665
0
0
0
0
0
0
0
0
0
0.03
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,035.899902
491.459991
592
569.31604
36.66785
582.23999
83,693,800
9.5
33.690998
51.904034
7,281.073242
0.19
141.550003
Mirai-greeth_flood
Mirai-greeth_flood
Mirai
1
0.162726
22,105.230469
16.780001
65.910004
9,647.473633
9,647.473633
0
0
0
0
0
0
0
0
0.01
0.04
0
0.02
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
529.919983
50
54.919998
50.356556
1.258666
50.549999
83,102,456
9.5
10.035564
1.784186
5.603733
0.29
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0.071016
30,385
17
64
60,676.894531
60,676.894531
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,098,752
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
0
1
64
362.004425
362.004425
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,124,536
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
0
0.99
63.360001
29.237225
29.237225
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
442.799988
42
43.799999
42.12038
0.447296
42.18
83,153,720
9.5
9.178241
0.633934
2.024149
0.1
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.048255
30,425
17
64
22,193.310547
22,193.310547
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,028,624
9.5
10
0
0
0
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
0
1
64
26.989288
26.989288
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,124,536
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0
54
6
64
24.707548
24.707548
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,088,976
9.5
10.392304
0
0
0
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
4.645052
180.210007
6
65.660004
0.550469
0.550469
0
0
0
0
0
0
0
0
0.01
0.01
0
0.04
0.1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569.280029
54
56.279999
54.311729
0.714839
54.119999
82,943,160
9.5
10.421963
1.011843
2.885671
0.19
141.550003
DoS-TCP_Flood
DoS-TCP_Flood
DoS
1
0.149489
22,357.300781
17
65.910004
3,044.24292
3,044.24292
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
555.599976
50
80.599998
53.17593
8.97405
51.799999
83,487,408
9.5
10.288027
12.704846
496.275879
0.17
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
0
1
64
86.805344
86.805344
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,150,008
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.010162
76.370003
6
63.599998
27.764242
27.764242
0
0
1
0
0
0
0
0
0.04
1.03
0
0.05
0.21
0
0
0
0
0
0
0
1
0
0
0
0
1
1
575.169983
54.360001
57.73
55.177029
1.159755
54.43
83,089,056
9.5
10.501522
1.641743
7.348357
0.19
141.550003
DDoS-SYN_Flood
DDoS-SYN_Flood
DDoS
1
0.138993
35,672
17
64
5,722.053223
5,722.053223
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,098,520
9.5
10
0
0
0
141.550003
DDoS-UDP_Flood
DDoS-UDP_Flood
DDoS
1
0
54
6
64
107.341209
107.341209
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,152
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
757
6
64
0.560758
0.560758
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
1
1
10,197
431
1,514
1,004.797791
538.470764
944
83,339,912
9.5
44.788212
761.456787
305,219.3125
0.95
141.550003
DDoS-ACK_Fragmentation
DDoS-ACK_Fragmentation
DDoS
1
4.999777
108
6
64
0.400019
0.400019
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,344
9.5
10.392304
0
0
0
141.550003
DoS-SYN_Flood
DoS-SYN_Flood
DoS
1
3.532244
2,369,264
17
64
1,208.634888
1,208.634888
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,767,512
9.5
33.286633
0
0
0
141.550003
Mirai-udpplain
Mirai-udpplain
Mirai
1
0
0
46.529999
63.360001
2,097,152
2,097,152
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,058.640137
567.640015
578
577.468384
2.285633
572.820007
83,586,784
9.5
33.983768
3.271579
267.580719
0.02
141.550003
Mirai-greip_flood
Mirai-greip_flood
Mirai
1
0.008707
59.939999
6
64
25.13039
25.13039
0
0
0
0
1
1
0
0
0
0
0.11
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,880
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
54
6
64
15.533381
15.533381
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,349,216
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1
0
54
6
64
5.383913
5.383913
0
0
0
0
1
1
0
0
0
0
0
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,056
9.5
10.392304
0
0
0
141.550003
DDoS-PSHACK_Flood
DDoS-PSHACK_Flood
DDoS
1
0
0
1
64
3.108828
3.108828
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,448
9.5
9.165152
0
0
0
141.550003
DDoS-ICMP_Flood
DDoS-ICMP_Flood
DDoS
1
0.171017
41,690.339844
16.889999
64
10,058.611328
10,058.611328
0
0
0
0
0
0
0
0
0
0
0
0.3
0.86
0
0
0
0
0
0
0
0
1
0
0
0
1
1
558.320007
50
83.32
53.458237
9.771743
51.959999
83,028,432
9.5
10.311329
13.834166
588.423889
0.17
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
4.758524
638.940002
16.67
63.880001
0.51909
0.51909
0
0
0
0
0
0
0
0
0
0
0
0.09
0.66
0
0
0
0
0
0
0
0
1
0
0
0
1
1
448.200012
42
44.639999
42.483696
1.011908
42.720001
83,007,560
9.5
9.216757
1.433623
9.41548
0.11
141.550003
DoS-UDP_Flood
DoS-UDP_Flood
DoS
1
0
54
6
64
493,447.53125
493,447.53125
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,944
9.5
10.392304
0
0
0
141.550003
DDoS-RSTFINFlood
DDoS-RSTFINFlood
DDoS
1