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CCNet: CNN model with channel attention and convolutional pooling mechanism for spatial image steganalysis 1 Introduction 1 Related work 2 CCNet for image steganalysis 3 Architecture 3 Channel attention mechanism 3 Motivation 3 Algorithm 3 Experimental verification and analysis 5 Convolutional pooling 5 Motivation 5 Experimental verification and analysis 5 Experiments 5 The environments 5 Datasets 6 Hyper-parameters 6 Results 6 Comparison experiments with stego-source mismatch 8 Comparison of model complexity 9 Conclusion 9 Declaration of competing interest 9 Data availability 9 Acknowledgments 9 References 9
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