Table 6 Detection results of the spatial behavior characterization module
From: Detecting compromised email accounts via login behavior characterization
Dataset | Top 10% | Top 20% | Top 30% | |||
|---|---|---|---|---|---|---|
Emails accounts | Detection rate | Emails accounts | Detection rate | Emails accounts | Detection rate | |
Dataset-1 | 29 | 8/132 | 58 | 27/132 | 87 | 39/132 |
Dataset-2 | 46 | – | 93 | - | 140 | – |
Dataset-3 | 125 | 2/3 | 250 | 3/3 | 376 | 3/3 |
Dataset-4 | 82 | – | 165 | – | 247 | – |
Dataset-5 | 252 | 3/6 | 505 | 4/6 | 758 | 5/6 |
Dataset-6 | 73 | 11/55 | 147 | 20/55 | 220 | 28/55 |
Dataset-7 | 121 | 2/2 | 243 | 2/2 | 365 | 2/2 |
Dataset-8 | 150 | – | 301 | – | 452 | – |
Dataset-9 | 65 | – | 131 | – | 197 | – |