Table 8 Detection rate of CEAD and DAS with different learn sizes
From: Detecting compromised email accounts via login behavior characterization
Dataset | Total pairs | Pairs to be analyzed | CEAD | DAS with different learn sizes | |||
|---|---|---|---|---|---|---|---|
0 | 1/8 | 1/4 | 1/2 | ||||
Dataset-1 | 8632 | 1726 | 134/136 | 39/136 | 93/136 | 117/136 | 56/136 |
Dataset-2 | 17580 | 3516 | – | – | – | – | – |
Dataset-3 | 46695 | 9339 | 3/3 | 1/3 | 3/3 | 3/3 | 3/3 |
Dataset-4 | 21886 | 4377 | – | – | – | – | – |
Dataset-5 | 40035 | 8007 | 4/6 | 4/6 | 6/6 | 6/6 | 6/6 |
Dataset-6 | 23246 | 4649 | 13/55 | 55/55 | 55/55 | 55/55 | 0/55 |
Dataset-7 | 45442 | 9088 | 2/2 | 1/2 | 1/2 | 1/2 | 1/2 |
Dataset-8 | 47939 | 9587 | – | – | – | – | – |
Dataset-9 | 31563 | 6312 | – | – | – | – | – |