Research Article
WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks
Table 4
Sample from WSN-DS dataset.
| | Id | Time | Is_CH | Who CH | Dist_To_CH | ADV_S | ADV_R | JOIN_S | JOIN_R | SCH_S | SCH_R | Rank | DATA_S | DATA_R | Data_Sent_To_BS | Dist_CH_To_BS | Send_code | Consumed energy | Attack type |
| | 106079 | 303 | 1 | 106079 | 0 | 1 | 3 | 0 | 75 | 1 | 0 | 0 | 0 | 1350 | 7 | 108.34705 | 0 | 1.64035 | Grayhole | | 107033 | 353 | 1 | 107033 | 0 | 1 | 3 | 0 | 71 | 1 | 0 | 0 | 0 | 1349 | 9 | 162.5505 | 0 | 2.03296 | Grayhole | | 115021 | 753 | 1 | 115021 | 0 | 1 | 5 | 0 | 59 | 1 | 0 | 0 | 0 | 1298 | 0 | 0 | 0 | 0.00721 | Blackhole | | 117044 | 853 | 1 | 117044 | 0 | 1 | 4 | 0 | 54 | 54 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00723 | Scheduling | | 103043 | 153 | 1 | 103043 | 0 | 1 | 4 | 0 | 47 | 1 | 0 | 0 | 0 | 1269 | 14 | 145.08942 | 0 | 1.88023 | Grayhole | | 105005 | 253 | 1 | 105005 | 0 | 1 | 9 | 0 | 47 | 1 | 0 | 0 | 0 | 1170 | 7 | 137.59248 | 0 | 0.92063 | Grayhole | | 110024 | 503 | 1 | 110024 | 0 | 1 | 9 | 0 | 35 | 1 | 0 | 0 | 0 | 1200 | 15 | 113.27654 | 0 | 2.0577 | Grayhole | | 101041 | 53 | 1 | 101041 | 0 | 1 | 0 | 0 | 34 | 1 | 0 | 0 | 0 | 1258 | 0 | 0 | 0 | 0.00225 | Blackhole | | 102040 | 103 | 1 | 102040 | 0 | 1 | 2 | 0 | 31 | 1 | 0 | 0 | 0 | 1240 | 0 | 0 | 0 | 0.00728 | Blackhole | | 201061 | 1003 | 1 | 201061 | 0 | 1 | 7 | 0 | 31 | 1 | 0 | 0 | 0 | 1240 | 0 | 0 | 0 | 0.00719 | Blackhole | | 118058 | 903 | 1 | 118058 | 0 | 1 | 5 | 0 | 27 | 27 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00724 | Scheduling | | 103003 | 153 | 1 | 103003 | 0 | 1 | 4 | 0 | 22 | 1 | 0 | 0 | 0 | 1166 | 29 | 85.19787 | 0 | 2.06959 | Grayhole | | 111050 | 553 | 0 | 111093 | 15.17406 | 0 | 2 | 1 | 0 | 0 | 1 | 10 | 22 | 0 | 0 | 0 | 1 | 0.04156 | Normal | | 111057 | 553 | 0 | 111093 | 15.91573 | 0 | 2 | 1 | 0 | 0 | 1 | 3 | 22 | 0 | 0 | 0 | 1 | 0.04172 | Normal | | 402054 | 1253 | 1 | 402054 | 0 | 6 | 22 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 142.10787 | 0 | 0.24255 | Flooding | | 402063 | 1253 | 1 | 402063 | 0 | 6 | 28 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 123.96292 | 0 | 0.23082 | Flooding | | 402069 | 1253 | 1 | 402069 | 0 | 6 | 22 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 93.93772 | 0 | 0.21998 | Flooding | | 118046 | 903 | 1 | 118046 | 0 | 1 | 5 | 0 | 21 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00722 | Scheduling | | 110044 | 503 | 1 | 110044 | 0 | 1 | 9 | 0 | 20 | 1 | 0 | 0 | 0 | 1087 | 23 | 121.40806 | 0 | 1.92349 | Grayhole | | 117061 | 853 | 1 | 117061 | 0 | 1 | 9 | 0 | 20 | 1 | 0 | 0 | 0 | 1131 | 0 | 0 | 0 | 0.00728 | Blackhole | | 201021 | 1003 | 1 | 201021 | 0 | 1 | 7 | 0 | 20 | 1 | 0 | 0 | 0 | 1140 | 0 | 0 | 0 | 0.0072 | Blackhole | | 101021 | 53 | 1 | 101021 | 0 | 1 | 0 | 0 | 17 | 1 | 0 | 0 | 0 | 1105 | 0 | 0 | 0 | 0.00225 | Blackhole | | 117039 | 853 | 1 | 117039 | 0 | 1 | 4 | 0 | 14 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00723 | Scheduling | | 117095 | 853 | 1 | 117095 | 0 | 1 | 4 | 0 | 14 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00722 | Scheduling | | 103029 | 153 | 1 | 103029 | 0 | 1 | 3 | 0 | 10 | 1 | 0 | 0 | 0 | 960 | 0 | 0 | 0 | 0.00724 | Blackhole | | 118031 | 903 | 1 | 118031 | 0 | 1 | 5 | 0 | 5 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00736 | Scheduling | | 111053 | 553 | 0 | 111028 | 19.42763 | 0 | 2 | 1 | 0 | 0 | 1 | 37 | 32 | 0 | 0 | 0 | 2 | 0.1789 | Normal | | 111051 | 553 | 0 | 111028 | 21.35118 | 0 | 2 | 1 | 0 | 0 | 1 | 33 | 32 | 0 | 0 | 0 | 2 | 0.057 | Normal | | 111055 | 553 | 0 | 111028 | 36.99519 | 0 | 2 | 1 | 0 | 0 | 1 | 31 | 32 | 0 | 0 | 0 | 2 | 0.0582 | Normal | | 111054 | 553 | 0 | 111028 | 43.03687 | 0 | 2 | 1 | 0 | 0 | 1 | 24 | 32 | 0 | 0 | 0 | 2 | 0.05904 | Normal | | 111060 | 553 | 0 | 111028 | 40.20187 | 0 | 2 | 1 | 0 | 0 | 1 | 20 | 32 | 0 | 0 | 0 | 2 | 0.05894 | Normal |
|
|
