Research Article
Image Source Identification Using Convolutional Neural Networks in IoT Environment
Table 3
Accuracy comparison (ACC).
| Dataset | Platform | Algorithm | CSI-CNN | Wavelet | DnCNN |
| Our | Twitter | 0.950 | 0.887 | 0.453 | Facebook | 0.864 | 0.792 | 0.580 | Instagram | 0.836 | 0.708 | 0.552 | WeChat | 0.803 | 0.727 | 0.423 | WeiBo | 0.937 | 0.843 | 0.460 | Kaggle | Twitter | 0.936 | 0.928 | 0.508 | Facebook | 0.928 | 0.880 | 0.524 | Instagram | 0.840 | 0.756 | 0.492 | WeChat | 0.813 | 0.808 | 0.436 | WeiBo | 0.892 | 0.864 | 0.508 | Vision | Twitter | 0.744 | 0.696 | 0.384 | Facebook | 0.708 | 0.676 | 0.352 | Instagram | 0.660 | 0.560 | 0.372 | WeChat | 0.648 | 0.548 | 0.368 | WeiBo | 0.728 | 0.604 | 0.368 | Daxing | Twitter | 0.832 | 0.780 | 0.420 | Facebook | 0.836 | 0.880 | 0.524 | Instagram | 0.840 | 0.768 | 0.424 | WeChat | 0.764 | 0.652 | 0.408 | WeiBo | 0.808 | 0.768 | 0.428 |
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