Table 6 Accuracy of support attack detection (unit: %)
From: Support attack detection algorithm for recommendation system based on deep learning
Sample data size/MB | Detection algorithm based on mixed eigenvalue | Detection algorithm based on improved k-means clustering | Detection algorithm based on deep learning |
|---|---|---|---|
50 | 75.84 | 85.24 | 98.61 |
100 | 81.47 | 87.56 | 98.74 |
150 | 84.17 | 84.47 | 96.52 |
200 | 82.34 | 85.22 | 97.85 |
250 | 80.25 | 87.49 | 98.16 |
300 | 79.46 | 86.31 | 98.77 |
350 | 75.36 | 87.12 | 97.96 |
Average value | 79.84 | 86.20 | 98.09 |