Research Article
Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure
Table 3
ASR comparison between
P, P-NETTACK, P-FGA, NETTACK, FGA, and Random Attack.
| Perturbation budget | P | P-NETTACK (k = 1) | P-FGA (k = 0) | NETTACK | FGA | Random attack |
| | 0.715 (k = 0.5) | 0.710 | 0.715 | 0.453 | 0.480 | 0.0 | | 0.880 (k = 0.7) | 0.867 | 0.874 | 0.857 | 0.877 | 0.024 | | 0.987 (k = 0.8) | 0.963 | 0.953 | 0.995 | 0.985 | 0.025 | | 1 | 0.993 | 1 | 0.992 | 0.992 | 0.012 | | 1 | 0.992 | 1 | 1 | 1 | 0.01 |
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