From: Automated identification of sensitive data from implicit user specification
Category | H I | M I | TP | FP | TN | FN | P(%) | R(%) | FS(%) | Acc(%) |
---|---|---|---|---|---|---|---|---|---|---|
Account | 66 | 66 | 63 | 3 | 5083 | 3 | 95.5 | 95.5 | 95.5 | 99.9 |
Calendar | 18 | 19 | 17 | 2 | 5132 | 1 | 89.5 | 94.4 | 91.9 | 99.9 |
Credential | 77 | 87 | 75 | 12 | 5063 | 2 | 86.2 | 97.4 | 91.5 | 99.7 |
Finance | 83 | 103 | 81 | 22 | 5047 | 2 | 78.6 | 97.6 | 87.1 | 99.5 |
Profile | 200 | 232 | 193 | 39 | 4913 | 7 | 83.2 | 96.5 | 89.4 | 99.1 |
Search & History | 42 | 41 | 39 | 2 | 5108 | 3 | 95.1 | 92.9 | 94.0 | 99.9 |
Setting | 78 | 78 | 75 | 3 | 5071 | 3 | 96.2 | 96.2 | 96.2 | 99.9 |
Average | - | - | - | - | - | - | 89.2 | 95.8 | 92.2 | 99.7 |
One Category ∗ | 564 | 626 | 545 | 81 | 4507 | 19 | 87.1 | 96.6 | 91.6 | 98.1 |