flow_id stringlengths 13 18 | dataset stringclasses 1
value | src_ip stringlengths 2 25 | dst_ip stringlengths 7 25 | tls_sni stringclasses 0
values | quic_sni stringclasses 0
values | device_mac stringclasses 0
values | ts_start float64 1.53B 1.55B | ts_end float64 1.53B 1.55B | label_binary stringclasses 2
values | label_attack stringclasses 6
values | label_device stringclasses 0
values | label_service stringclasses 0
values | l4_proto int32 1 17 | src_port int32 3 65.4k | dst_port int32 0 65.5k | duration float32 0 93.3k | packets int64 0 124k | packets_rev int64 0 239k | bytes int64 0 2.89M | bytes_rev int64 0 805M | flow_end_reason int32 0 3 | tcp_flags int32 0 31 | tcp_flags_rev int32 0 31 | ppi_ipt listlengths | ppi_dir listlengths | ppi_size listlengths | ppi_push listlengths | ppi_len int32 | ppi_duration float32 | ppi_roundtrips int32 | phist_src_sizes listlengths | phist_dst_sizes listlengths | phist_src_ipt listlengths | phist_dst_ipt listlengths | tls_present bool 2
classes | tls_version int32 | tls_alpn stringclasses 0
values | tls_ja3 stringclasses 0
values | tls_ja4 stringclasses 0
values | tls_cipher_count int32 | tls_ext_count int32 | quic_present bool 0
classes | quic_version int64 | quic_zero_rtt int32 | quic_multiplexed int32 | quic_token_length int32 | quic_ua_present bool 0
classes | dns_present bool 2
classes | dns_qtype int32 | dns_rcode int32 | oui stringclasses 0
values | src_is_local bool 1
class | dst_is_local bool 1
class |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CGm6jB4dXK71ZDWUDh | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,469,302.53864 | 1,540,469,302.652824 | benign | null | null | null | 17 | 58,687 | 123 | 0.114184 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CnaDAG3n5r8eiG4su2 | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,469,197.400159 | 1,540,469,357.767738 | benign | null | null | null | 17 | 1,900 | 1,900 | 160.367584 | 24 | 0 | 7,536 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CUrxU238nt0m6yTgKf | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,469,385.734089 | 1,540,469,385.751075 | benign | null | null | null | 17 | 32,893 | 123 | 0.016986 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CGQf8t1kjdxB5PHXL4 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,469,831.302625 | 1,540,469,831.306122 | benign | null | null | null | 6 | 53,395 | 443 | 0.003497 | 5 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CUo9DH2QDnCaBIGjkg | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,469,831.265405 | 1,540,469,831.302129 | benign | null | null | null | 17 | 52,801 | 53 | 0.036724 | 1 | 1 | 34 | 311 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CAvXOZ3htimWEtglii | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,469,418.379528 | 1,540,469,802.897789 | benign | null | null | null | 17 | 1,900 | 1,900 | 384.51825 | 48 | 0 | 15,072 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CfJsUD2NGQvnK2p7Vd | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,470,081.850824 | 1,540,470,082.121156 | benign | null | null | null | 17 | 58,124 | 123 | 0.270332 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CVwKZS98dRvk1jeH2 | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,470,187.222098 | 1,540,470,187.333527 | benign | null | null | null | 17 | 35,313 | 123 | 0.111429 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CzbHG4aoHRooWvyMg | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,470,355.430009 | 1,540,470,355.544442 | benign | null | null | null | 17 | 46,064 | 123 | 0.114433 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CbTB0B2ZnnDWLAIml3 | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,470,419.608808 | 1,540,470,419.625792 | benign | null | null | null | 17 | 45,230 | 123 | 0.016984 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CKT1nF2pKxpwesvEtj | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,470,731.346472 | 1,540,470,731.349969 | benign | null | null | null | 6 | 53,396 | 443 | 0.003497 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C2Lv0t2TFb4oOybzrh | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,470,731.305747 | 1,540,470,731.345974 | benign | null | null | null | 17 | 48,230 | 53 | 0.040227 | 1 | 1 | 34 | 311 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CaBoMhYTG8hXEYKUl | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,471,110.727073 | 1,540,471,110.997419 | benign | null | null | null | 17 | 49,002 | 123 | 0.270346 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CNKSzj2AzuaCQBuSsj | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,471,275.097352 | 1,540,471,275.207036 | benign | null | null | null | 17 | 46,411 | 123 | 0.109684 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CQeo6C4faCIKjIhMM3 | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,471,418.303992 | 1,540,471,418.418418 | benign | null | null | null | 17 | 49,057 | 123 | 0.114426 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CDoMg14pwYZ0Rylhf1 | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,471,494.493815 | 1,540,471,494.510795 | benign | null | null | null | 17 | 42,282 | 123 | 0.01698 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CP01y62UX7tbTa1x39 | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,469,863.253209 | 1,540,471,496.297539 | benign | null | null | null | 17 | 1,900 | 1,900 | 1,633.044312 | 192 | 0 | 60,288 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CAkyqq4QzwUJQDuxnc | iot23 | 192.168.1.132 | 2.16.60.139 | null | null | null | 1,540,471,631.533708 | 1,540,471,631.537206 | benign | null | null | null | 6 | 56,406 | 443 | 0.003498 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C1NlJjzoaDWwde1ak | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,471,631.350066 | 1,540,471,631.533211 | benign | null | null | null | 17 | 34,110 | 53 | 0.183145 | 1 | 1 | 34 | 311 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
Cv5jrH2pHRn5GLjwy2 | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,472,191.611346 | 1,540,472,191.88369 | benign | null | null | null | 17 | 52,937 | 123 | 0.272344 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Ce0eby5SunbIYssC6 | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,472,314.983162 | 1,540,472,315.092598 | benign | null | null | null | 17 | 53,418 | 123 | 0.109436 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CAb9Gv4xgifq99dLkc | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,471,557.061917 | 1,540,472,323.110477 | benign | null | null | null | 17 | 1,900 | 1,900 | 766.048584 | 90 | 0 | 28,260 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CYBsqO1jX0dBXEeQUi | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,472,384.714259 | 1,540,472,435.565477 | benign | null | null | null | 17 | 1,900 | 1,900 | 50.851219 | 12 | 0 | 3,768 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C0wssT3JKSiAqhCZw | iot23 | 192.168.1.132 | 52.209.221.67 | null | null | null | 1,540,472,524.852647 | 1,540,472,524.941093 | benign | null | null | null | 6 | 56,806 | 80 | 0.088446 | 7 | 7 | 1,847 | 1,539 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CZAnC51NxxuVdfhg28 | iot23 | 192.168.1.132 | 52.215.95.120 | null | null | null | 1,540,472,524.944342 | 1,540,472,525.053529 | benign | null | null | null | 6 | 60,404 | 80 | 0.109187 | 6 | 6 | 1,847 | 791 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CROWuH3A0maFhUNqHl | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,472,524.797195 | 1,540,472,524.84765 | benign | null | null | null | 17 | 40,730 | 53 | 0.050455 | 1 | 1 | 37 | 179 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CpMGWx1WZnjO78jNT2 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,472,524.848149 | 1,540,472,524.852147 | benign | null | null | null | 17 | 50,152 | 53 | 0.003998 | 1 | 1 | 37 | 442 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C6MXM823vAYEWDE1wi | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,472,524.942095 | 1,540,472,524.942594 | benign | null | null | null | 17 | 42,585 | 53 | 0.000499 | 1 | 1 | 37 | 100 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C52U38ISU4nIzZmwd | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,472,524.943343 | 1,540,472,524.943843 | benign | null | null | null | 17 | 49,327 | 53 | 0.0005 | 1 | 1 | 37 | 132 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C29JTF1UOZjbQoRx3 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,472,531.58253 | 1,540,472,531.586029 | benign | null | null | null | 6 | 53,406 | 443 | 0.003499 | 4 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CTtK543h1wuw8BOjx | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,472,531.535825 | 1,540,472,531.582035 | benign | null | null | null | 17 | 41,945 | 53 | 0.04621 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CAOq8i3svbVXkWbZD3 | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,472,494.191783 | 1,540,472,494.3062 | benign | null | null | null | 17 | 60,468 | 123 | 0.114417 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C3yNIb4bmZB9PGimj8 | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,472,539.348081 | 1,540,472,539.365319 | benign | null | null | null | 17 | 47,872 | 123 | 0.017238 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CZa3qT1YOqrDnum2ud | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,472,502.078251 | 1,540,472,552.946278 | benign | null | null | null | 17 | 1,900 | 1,900 | 50.868027 | 12 | 0 | 3,768 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C505sa1jNFFexpP6a3 | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,473,275.464119 | 1,540,473,275.733468 | benign | null | null | null | 17 | 40,117 | 123 | 0.269349 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cx8IgN3iIIlwEhtIg3 | iot23 | 192.168.1.132 | 2.16.60.139 | null | null | null | 1,540,473,431.620666 | 1,540,473,431.624161 | benign | null | null | null | 6 | 56,414 | 443 | 0.003495 | 5 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cv2jEb1aOYScmCnL5g | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,473,431.583954 | 1,540,473,431.620168 | benign | null | null | null | 17 | 44,519 | 53 | 0.036214 | 1 | 1 | 34 | 311 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C025uM1dmPB9pqTkP9 | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,472,614.499427 | 1,540,474,095.309805 | benign | null | null | null | 17 | 1,900 | 1,900 | 1,480.810425 | 168 | 0 | 52,752 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CaUj5SqM6MzuzRMn2 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,474,331.823843 | 1,540,474,331.827339 | benign | null | null | null | 6 | 53,408 | 443 | 0.003496 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CRpfqB3kixgb3iGKY2 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,474,331.623219 | 1,540,474,331.823356 | benign | null | null | null | 17 | 35,624 | 53 | 0.200137 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C1SR67La2smGPXQgl | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,474,466.832336 | 1,540,474,466.94203 | benign | null | null | null | 17 | 37,547 | 123 | 0.109694 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C9rfg3DPGazGisG8f | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,474,595.043308 | 1,540,474,595.159487 | benign | null | null | null | 17 | 42,661 | 123 | 0.116179 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C4ZMI03YRLJpGsS1Gk | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,474,660.224139 | 1,540,474,660.240871 | benign | null | null | null | 17 | 58,337 | 123 | 0.016732 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CB0DUp1dWFoiXeHlk6 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,475,231.950154 | 1,540,475,234.950446 | benign | null | null | null | 6 | 53,409 | 443 | 3.000292 | 6 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CaL5Zl1IYbzg8TOvN1 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,475,231.829978 | 1,540,475,231.949657 | benign | null | null | null | 17 | 37,762 | 53 | 0.119679 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CTIWJf3d4syOW81YAb | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,474,155.445242 | 1,540,475,188.32447 | benign | null | null | null | 17 | 1,900 | 1,900 | 1,032.879272 | 120 | 0 | 37,680 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Chp7Wb6fF9MF6uU2k | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,475,249.018951 | 1,540,475,299.849531 | benign | null | null | null | 17 | 1,900 | 1,900 | 50.830582 | 12 | 0 | 3,768 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CG5S7F4VEBuoeB9Xs9 | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,475,357.340566 | 1,540,475,357.610668 | benign | null | null | null | 17 | 60,830 | 123 | 0.270102 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cnb06s1Znjnung2qr1 | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,475,359.960583 | 1,540,475,682.331512 | benign | null | null | null | 17 | 1,900 | 1,900 | 322.370941 | 42 | 0 | 13,188 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C9jU4h471UjRdSSze7 | iot23 | 192.168.1.132 | 52.209.221.67 | null | null | null | 1,540,476,124.983569 | 1,540,476,125.073017 | benign | null | null | null | 6 | 56,812 | 80 | 0.089448 | 7 | 7 | 1,847 | 1,539 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CajqPf45nI4XZfNi5g | iot23 | 192.168.1.132 | 52.215.95.120 | null | null | null | 1,540,476,125.075766 | 1,540,476,125.1907 | benign | null | null | null | 6 | 60,410 | 80 | 0.114934 | 6 | 6 | 1,847 | 791 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cgy2EYobRk1smi0hl | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,476,124.798177 | 1,540,476,124.978575 | benign | null | null | null | 17 | 44,113 | 53 | 0.180398 | 1 | 1 | 37 | 179 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CybtIqpihamUF9ei8 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,476,124.979321 | 1,540,476,124.983073 | benign | null | null | null | 17 | 55,180 | 53 | 0.003752 | 1 | 1 | 37 | 442 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C8WJCQ1wdWmWNRp7V2 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,476,125.073768 | 1,540,476,125.074267 | benign | null | null | null | 17 | 52,508 | 53 | 0.000499 | 1 | 1 | 37 | 100 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
Ce9nf72uGYrBAnGtGh | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,476,125.074767 | 1,540,476,125.075517 | benign | null | null | null | 17 | 57,276 | 53 | 0.00075 | 1 | 1 | 37 | 132 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CtywZo2EMLbcogHDwk | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,476,135.012856 | 1,540,476,135.016352 | benign | null | null | null | 6 | 53,412 | 443 | 0.003496 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CI6HqI2pPt4MYd9lj | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,476,134.950397 | 1,540,476,135.012358 | benign | null | null | null | 17 | 50,702 | 53 | 0.061961 | 1 | 1 | 34 | 311 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C1ozz8kKX3LS4aswk | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,476,614.709889 | 1,540,476,614.819567 | benign | null | null | null | 17 | 58,852 | 123 | 0.109678 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C8fHZ41GZZozesCiqj | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,476,757.919723 | 1,540,476,758.034156 | benign | null | null | null | 17 | 48,147 | 123 | 0.114433 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CqdhaF5xvBFSNGHk1 | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,476,804.080158 | 1,540,476,804.096881 | benign | null | null | null | 17 | 45,244 | 123 | 0.016723 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cs1K323K1jOQi2kUT9 | iot23 | 192.168.1.132 | 2.16.60.139 | null | null | null | 1,540,477,035.058426 | 1,540,477,035.061674 | benign | null | null | null | 6 | 56,420 | 443 | 0.003248 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C2KkwA4bb6Zm15LMAi | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,477,035.015706 | 1,540,477,035.05793 | benign | null | null | null | 17 | 52,447 | 53 | 0.042224 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CmSPZM1VeGjyWUKnSc | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,475,744.953356 | 1,540,477,388.600343 | benign | null | null | null | 17 | 1,900 | 1,900 | 1,643.646973 | 186 | 0 | 58,404 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CqoVrQ2jIdhoxyJ3vi | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,477,474.197539 | 1,540,477,474.4674 | benign | null | null | null | 17 | 33,243 | 123 | 0.269861 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cln7FX3jEFbLoh5V76 | iot23 | 192.168.1.132 | 239.255.255.250 | null | null | null | 1,540,477,502.39921 | 1,540,477,612.398489 | benign | null | null | null | 17 | 1,900 | 1,900 | 109.999275 | 18 | 0 | 5,652 | 0 | 0 | 8 | 0 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CquRBf3qPSLrfDZME5 | iot23 | 192.168.1.132 | 2.16.60.139 | null | null | null | 1,540,477,935.096245 | 1,540,477,935.099742 | benign | null | null | null | 6 | 56,602 | 443 | 0.003497 | 5 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CaJTGK251IMHxhAlL5 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,477,935.060518 | 1,540,477,935.095498 | benign | null | null | null | 17 | 46,059 | 53 | 0.03498 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C7JXdX2wP6TZ9dU1L6 | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,478,671.568043 | 1,540,478,671.677237 | benign | null | null | null | 17 | 45,914 | 123 | 0.109194 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cb6hEU29Q51Uh5o4b | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,478,835.206048 | 1,540,478,835.209546 | benign | null | null | null | 6 | 53,596 | 443 | 0.003498 | 4 | 2 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Ct5dAw3Xi2Hdys9A96 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,478,835.098119 | 1,540,478,835.205552 | benign | null | null | null | 17 | 52,404 | 53 | 0.107433 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CrS9pI2Df9e3pVlaH | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,478,897.777652 | 1,540,478,897.794635 | benign | null | null | null | 17 | 52,156 | 123 | 0.016983 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CMvpwu3AlLojqV6xC6 | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,478,909.806048 | 1,540,478,909.920477 | benign | null | null | null | 17 | 47,693 | 123 | 0.114429 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CB7ALp4YViqgQDMZI3 | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,479,532.01968 | 1,540,479,532.289521 | benign | null | null | null | 17 | 46,724 | 123 | 0.269841 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cx7C0rBT2nl5Kjzw8 | iot23 | 192.168.1.132 | 52.215.95.120 | null | null | null | 1,540,479,724.840014 | 1,540,479,724.93396 | benign | null | null | null | 6 | 60,596 | 80 | 0.093946 | 7 | 7 | 1,847 | 1,539 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CGTOJt2xNQkobSwysb | iot23 | 192.168.1.132 | 52.209.221.67 | null | null | null | 1,540,479,724.93696 | 1,540,479,725.063386 | benign | null | null | null | 6 | 57,000 | 80 | 0.126426 | 6 | 6 | 1,847 | 791 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CwqJ5D3zVGg6IPW4Ne | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,479,724.795308 | 1,540,479,724.834771 | benign | null | null | null | 17 | 57,927 | 53 | 0.039463 | 1 | 1 | 37 | 179 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C6PJkt3yXlV49l8yrf | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,479,724.835267 | 1,540,479,724.839517 | benign | null | null | null | 17 | 43,483 | 53 | 0.00425 | 1 | 1 | 37 | 442 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CJvZrS2myol5OtCqt | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,479,724.934961 | 1,540,479,724.93546 | benign | null | null | null | 17 | 47,067 | 53 | 0.000499 | 1 | 1 | 37 | 100 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C1UiiY12fggmaaXaJ4 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,479,724.935959 | 1,540,479,724.936459 | benign | null | null | null | 17 | 51,670 | 53 | 0.0005 | 1 | 1 | 37 | 132 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CCX7ye2aClx8tifQvl | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,479,735.255579 | 1,540,479,735.258829 | benign | null | null | null | 6 | 53,599 | 443 | 0.00325 | 4 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Cj88eQ2LLHagBCKrxh | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,479,735.208374 | 1,540,479,735.255095 | benign | null | null | null | 17 | 59,133 | 53 | 0.046721 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
Cs4qk62UTBa3GY4gwl | iot23 | 192.168.1.132 | 2.16.60.139 | null | null | null | 1,540,480,635.309043 | 1,540,480,635.312788 | benign | null | null | null | 6 | 56,607 | 443 | 0.003745 | 4 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CU8GGT1Vu2qt0wFT7g | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,480,635.257336 | 1,540,480,635.308561 | benign | null | null | null | 17 | 50,151 | 53 | 0.051225 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CKqaWQ15Z1dHj0zB83 | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,480,739.387242 | 1,540,480,739.496922 | benign | null | null | null | 17 | 54,251 | 123 | 0.10968 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CNlitm1jg4l6KNuTik | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,480,974.59744 | 1,540,480,974.61443 | benign | null | null | null | 17 | 37,639 | 123 | 0.01699 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
C171Dq4TLzzeKADiDg | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,481,064.704348 | 1,540,481,064.818772 | benign | null | null | null | 17 | 54,182 | 123 | 0.114424 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CPzhwSyOPMNESW6d3 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,481,535.351819 | 1,540,481,535.355066 | benign | null | null | null | 6 | 53,601 | 443 | 0.003247 | 5 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CT0eAm3Xg44YRX9sH | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,481,535.310853 | 1,540,481,535.351323 | benign | null | null | null | 17 | 38,186 | 53 | 0.04047 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
ClBXJo3oiO0YR0tWAj | iot23 | 192.168.1.132 | 216.239.35.12 | null | null | null | 1,540,481,638.915048 | 1,540,481,639.187649 | benign | null | null | null | 17 | 41,893 | 123 | 0.272601 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CbVqMk2OM7jVeueEE5 | iot23 | 192.168.1.132 | 2.16.60.82 | null | null | null | 1,540,482,435.551159 | 1,540,482,435.55466 | benign | null | null | null | 6 | 53,602 | 443 | 0.003501 | 4 | 3 | 0 | 0 | 2 | 19 | 19 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CH2TLa13mJl9yC5SNe | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,482,435.354029 | 1,540,482,435.550663 | benign | null | null | null | 17 | 41,753 | 53 | 0.196634 | 1 | 1 | 34 | 297 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
Cq4mKCnC3Lf9tGgJe | iot23 | 192.168.1.132 | 216.239.35.0 | null | null | null | 1,540,482,803.287863 | 1,540,482,803.397548 | benign | null | null | null | 17 | 41,445 | 123 | 0.109685 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CqJFee3vA7vjnERW99 | iot23 | 192.168.1.132 | 216.239.35.8 | null | null | null | 1,540,483,123.497131 | 1,540,483,123.51412 | benign | null | null | null | 17 | 36,649 | 123 | 0.016989 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CecO7k9WA7LfLfqvg | iot23 | 192.168.1.132 | 216.239.35.4 | null | null | null | 1,540,483,150.54047 | 1,540,483,150.654652 | benign | null | null | null | 17 | 53,816 | 123 | 0.114182 | 1 | 1 | 48 | 48 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CVCoG14pyysFPa2kQi | iot23 | 192.168.1.132 | 52.215.95.120 | null | null | null | 1,540,483,324.998282 | 1,540,483,325.092729 | benign | null | null | null | 6 | 60,602 | 80 | 0.094447 | 7 | 7 | 1,847 | 1,539 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CdV7FS1hOxkGuHkTbc | iot23 | 192.168.1.132 | 52.209.221.67 | null | null | null | 1,540,483,325.095726 | 1,540,483,325.209411 | benign | null | null | null | 6 | 57,006 | 80 | 0.113685 | 6 | 6 | 1,847 | 791 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
CSiLuw4nkxF0s73csc | iot23 | 192.168.1.132 | 130.211.67.12 | null | null | null | 1,540,483,327.011386 | 1,540,483,327.221765 | benign | null | null | null | 6 | 60,787 | 80 | 0.210379 | 8 | 7 | 1,595 | 177 | 2 | 27 | 27 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | false | false |
Ci3Bs7hzpaHFrCNNg | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,483,324.79241 | 1,540,483,324.993041 | benign | null | null | null | 17 | 43,664 | 53 | 0.200631 | 1 | 1 | 37 | 179 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
CATNYt2MrpvQjeSp56 | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,483,324.993536 | 1,540,483,324.997536 | benign | null | null | null | 17 | 56,163 | 53 | 0.004 | 1 | 1 | 37 | 442 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
C151Up1xUqLv8B0Hbb | iot23 | 192.168.1.132 | 192.168.1.1 | null | null | null | 1,540,483,325.093728 | 1,540,483,325.094228 | benign | null | null | null | 17 | 37,627 | 53 | 0.0005 | 1 | 1 | 37 | 100 | 2 | 8 | 8 | null | null | null | null | null | null | null | null | null | null | null | false | null | null | null | null | null | null | null | null | null | null | null | null | true | null | null | null | false | false |
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IoT-23 — canonical flow parquet (light path)
IoT-23 (Stratosphere Laboratory, CTU University: real IoT malware infections + benign IoT device captures) converted from the light distribution's labeled Zeek conn logs into a canonical flow-record parquet schema: 23 captures, 325.3M rows, 7.8 GB zstd. One parquet per capture — leave-one-capture-out splits rebuild from filenames.
Fidelity caveats, by construction (Tier A only):
- Source is
conn.log.labeled, not pcap: TCP flag bitfields are approximated from Zeek's connectionhistorystring, and there are no packet sequences or histograms. - Per-flow labels are kept verbatim in
label_attack; compound scan-heuristic labels are handled by substring exclusion (see the converter,mfos/data/iot23_convert.py, in the metaframeOS project).
A re-export of the full pcap distribution through a pinned ipfixprobe exporter (with per-flow label joins) is the planned higher-fidelity path; this parquet is the honest approximation until then.
Licensing & citation
Source dataset CC-BY-4.0. Cite: Garcia, S., Parmisano, A., Erquiaga, M.J. (2020). IoT-23: A labeled dataset with malicious and benign IoT network traffic. Stratosphere Lab. https://doi.org/10.5281/zenodo.4743746
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