Wireless Communications and Mobile Computing / 2021 / Article / Tab 3

Research Article

Image Source Identification Using Convolutional Neural Networks in IoT Environment

Table 3

Accuracy comparison (ACC).

DatasetPlatformAlgorithm
CSI-CNNWaveletDnCNN

OurTwitter0.9500.8870.453
Facebook0.8640.7920.580
Instagram0.8360.7080.552
WeChat0.8030.7270.423
WeiBo0.9370.8430.460
KaggleTwitter0.9360.9280.508
Facebook0.9280.8800.524
Instagram0.8400.7560.492
WeChat0.8130.8080.436
WeiBo0.8920.8640.508
VisionTwitter0.7440.6960.384
Facebook0.7080.6760.352
Instagram0.6600.5600.372
WeChat0.6480.5480.368
WeiBo0.7280.6040.368
DaxingTwitter0.8320.7800.420
Facebook0.8360.8800.524
Instagram0.8400.7680.424
WeChat0.7640.6520.408
WeiBo0.8080.7680.428

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