Research Article
Automated Fraudulent Phone Call Recognition through Deep Learning
Table 6
AUC value, TPR, and FPR of the DL models and RF on our three new datasets.
| | CNN | LSTM | SDAE | RF |
| Dataset | AUC | TPR | FPR | AUC | TPR | FPR | AUC | TPR | FPR | AUC | TPR | FPR | TC10 | 0.99 | 99.50% | 0.10% | 0.99 | 95.10% | 0.00% | 0.99 | 99.60% | 0.07% | 0.93 | 99.70% | 0.00% | TC100 | 0.99 | 99.90% | 0.13% | 0.99 | 95.80% | 0.03% | 0.99 | 99.90% | 0.08% | 0.93 | 99.70% | 0.04% | TC100 | 0.99 | 100.00% | 0.12% | 0.99 | 95.20% | 0.02% | 0.99 | 100.00% | 0.08% | 0.93 | 99.60% | 0.06% |
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