id
int64 1
82.3k
| dur
float64 0
60
| proto
stringlengths 2
11
| 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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
82,301 | 0.463934 | tcp | - | FIN | 10 | 6 | 588 | 268 | 32.332185 | 254 | 252 | 9,139.230469 | 3,862.618408 | 2 | 1 | 49.862556 | 76.591797 | 2,735.326617 | 124.750578 | 255 | 1,813,275,157 | 403,283,312 | 255 | 0.184552 | 0.080966 | 0.103586 | 59 | 45 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,302 | 1.182365 | tcp | - | FIN | 10 | 8 | 588 | 354 | 14.377964 | 254 | 252 | 3,586.033203 | 2,097.491211 | 2 | 1 | 129.526 | 157.110281 | 8,060.749954 | 228.635922 | 255 | 579,292,474 | 2,142,553,042 | 255 | 0.187441 | 0.082587 | 0.104854 | 59 | 44 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,303 | 0.449797 | tcp | - | FIN | 10 | 6 | 588 | 268 | 33.348377 | 254 | 252 | 9,426.474609 | 3,984.019531 | 2 | 1 | 46.214778 | 76.966797 | 2,370.798462 | 109.511102 | 255 | 1,685,404,583 | 1,177,511,838 | 255 | 0.115592 | 0.064962 | 0.05063 | 59 | 45 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,304 | 0.87001 | tcp | - | FIN | 10 | 6 | 588 | 268 | 17.241181 | 254 | 252 | 4,873.507324 | 2,059.746338 | 2 | 1 | 94.433 | 135.309 | 5,339.727953 | 237.200656 | 255 | 1,500,943,045 | 1,441,992,842 | 255 | 0.273498 | 0.193462 | 0.080036 | 59 | 45 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,305 | 1.766424 | tcp | - | FIN | 10 | 8 | 588 | 354 | 9.623964 | 254 | 252 | 2,400.329834 | 1,403.966431 | 2 | 1 | 192.876889 | 246.954 | 13,800.73453 | 358.776313 | 255 | 2,420,472,018 | 1,098,293,943 | 255 | 0.090915 | 0.037742 | 0.053173 | 59 | 44 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,306 | 1.02508 | tcp | - | FIN | 10 | 6 | 588 | 268 | 14.633005 | 254 | 252 | 4,136.262695 | 1,748.15625 | 2 | 1 | 104.908667 | 187.497594 | 6,527.054366 | 314.669188 | 255 | 2,904,480,762 | 3,535,945,372 | 255 | 0.155872 | 0.087582 | 0.06829 | 59 | 45 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,307 | 0.498365 | tcp | - | FIN | 10 | 6 | 588 | 268 | 30.098421 | 254 | 252 | 8,507.820312 | 3,595.758057 | 2 | 1 | 54.108778 | 83.815797 | 2,856.796614 | 144.256875 | 255 | 1,218,588,601 | 1,053,973,200 | 255 | 0.173253 | 0.079284 | 0.093969 | 59 | 45 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,308 | 0.971427 | tcp | - | FIN | 10 | 8 | 588 | 354 | 17.500028 | 254 | 252 | 4,364.712891 | 2,552.945312 | 2 | 1 | 103.537333 | 129.011289 | 5,704.76773 | 232.953141 | 255 | 3,275,563,102 | 1,956,259,247 | 255 | 0.157853 | 0.068347 | 0.089506 | 59 | 44 | 0 | 0 | 2 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | Normal | 0 |
82,309 | 0.467263 | tcp | - | FIN | 10 | 6 | 588 | 268 | 32.101835 | 254 | 252 | 9,074.118164 | 3,835.099121 | 2 | 1 | 51.809444 | 83.736398 | 2,706.544263 | 137.749484 | 255 | 3,265,944,321 | 447,164,267 | 255 | 0.166657 | 0.048575 | 0.118082 | 59 | 45 | 0 | 0 | 2 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | Normal | 0 |
82,310 | 1.026355 | tcp | - | FIN | 10 | 8 | 588 | 354 | 16.563469 | 254 | 252 | 4,131.124023 | 2,416.317871 | 2 | 1 | 113.982 | 138.440578 | 8,451.842384 | 195.614281 | 255 | 1,897,676,386 | 2,474,085,714 | 255 | 0.10692 | 0.05727 | 0.04965 | 59 | 44 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,311 | 1.363057 | tcp | - | FIN | 10 | 8 | 588 | 354 | 12.471965 | 254 | 252 | 3,110.655029 | 1,819.439697 | 2 | 1 | 143.558 | 186.616719 | 9,408.307343 | 257.677078 | 255 | 1,740,750,745 | 600,037,984 | 255 | 0.114715 | 0.056739 | 0.057976 | 59 | 44 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,312 | 0.888738 | tcp | - | FIN | 10 | 6 | 588 | 268 | 16.877865 | 254 | 252 | 4,770.810059 | 2,016.342285 | 2 | 1 | 96.932111 | 164.411203 | 5,672.151413 | 298.636563 | 255 | 1,483,650,619 | 1,231,869,643 | 255 | 0.142152 | 0.066679 | 0.075473 | 59 | 45 | 0 | 0 | 3 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,313 | 1.173606 | tcp | - | FIN | 10 | 8 | 588 | 354 | 14.48527 | 254 | 252 | 3,612.796631 | 2,113.145264 | 2 | 1 | 124.913111 | 155.711422 | 8,129.774922 | 207.543859 | 255 | 1,315,295,959 | 2,061,446,990 | 255 | 0.1435 | 0.083616 | 0.059884 | 59 | 44 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,314 | 0.000009 | udp | - | 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 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,315 | 0.524434 | tcp | - | FIN | 10 | 6 | 588 | 268 | 28.602266 | 254 | 252 | 8,084.907227 | 3,417.017334 | 2 | 1 | 54.837556 | 88.782797 | 2,932.416239 | 142.5535 | 255 | 2,572,742,215 | 3,690,476,903 | 255 | 0.13436 | 0.080514 | 0.053846 | 59 | 45 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,316 | 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 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,317 | 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 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | Normal | 0 |
82,318 | 0.947039 | tcp | - | FIN | 10 | 6 | 588 | 268 | 15.838841 | 254 | 252 | 4,477.112305 | 1,892.213501 | 2 | 1 | 105.122222 | 170.939 | 6,914.180626 | 308.874563 | 255 | 3,714,205,944 | 3,164,085,634 | 255 | 0.172227 | 0.09234 | 0.079887 | 59 | 45 | 0 | 0 | 4 | 1 | 1 | 1 | 1 | 4 | 0 | 0 | 0 | 1 | 4 | 0 | Normal | 0 |
82,319 | 0.000009 | udp | - | 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 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,320 | 0.811914 | tcp | - | FIN | 10 | 6 | 588 | 268 | 18.474862 | 254 | 252 | 5,222.228027 | 2,207.130127 | 2 | 1 | 83.216333 | 138.888594 | 4,368.102356 | 195.623781 | 255 | 3,487,870,721 | 2,884,385,558 | 255 | 0.237125 | 0.117467 | 0.119658 | 59 | 45 | 0 | 0 | 4 | 1 | 1 | 1 | 1 | 4 | 0 | 0 | 0 | 1 | 4 | 0 | Normal | 0 |
82,321 | 0.00001 | udp | - | INT | 2 | 0 | 104 | 0 | 100,000.0025 | 254 | 0 | 41,600,000 | 0 | 0 | 0 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,322 | 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 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,323 | 0.000004 | udp | - | INT | 2 | 0 | 104 | 0 | 250,000.0006 | 254 | 0 | 104,000,000 | 0 | 0 | 0 | 0.004 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,324 | 5.16741 | tcp | - | FIN | 108 | 24 | 138,067 | 1,042 | 25.351192 | 254 | 252 | 211,771.8594 | 1,546.616211 | 51 | 1 | 48.287767 | 221.155219 | 9,709.118613 | 559.5605 | 255 | 2,309,382,861 | 4,150,989,117 | 255 | 0.140691 | 0.080831 | 0.05986 | 1,278 | 43 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 3 | 0 | Normal | 0 |
82,325 | 0.000006 | udp | - | INT | 2 | 0 | 104 | 0 | 166,666.6608 | 254 | 0 | 69,333,328 | 0 | 0 | 0 | 0.006 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,326 | 0.00001 | udp | - | INT | 2 | 0 | 104 | 0 | 100,000.0025 | 254 | 0 | 41,600,000 | 0 | 0 | 0 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | Normal | 0 |
82,327 | 0.000009 | udp | - | 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 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |
82,328 | 0.000005 | udp | - | INT | 2 | 0 | 104 | 0 | 200,000.0051 | 254 | 0 | 83,200,000 | 0 | 0 | 0 | 0.005 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 0 | 0 | 0 | 1 | 2 | 2 | 1 | 1 | 2 | 0 | 0 | 0 | 2 | 1 | 0 | Normal | 0 |
82,329 | 1.106101 | tcp | - | FIN | 20 | 8 | 18,062 | 354 | 24.410067 | 254 | 252 | 124,104.3984 | 2,242.109863 | 7 | 1 | 55.880051 | 143.7 | 4,798.130981 | 190.980813 | 255 | 1,072,535,109 | 3,284,291,478 | 255 | 0.173208 | 0.100191 | 0.073017 | 903 | 44 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 3 | 2 | 0 | Normal | 0 |
82,330 | 0 | arp | - | INT | 1 | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 60,000.72 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | Normal | 0 |
82,331 | 0 | arp | - | INT | 1 | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 60,000.732 | 0 | 10.954518 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | Normal | 0 |
82,332 | 0.000009 | udp | - | 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 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | Normal | 0 |