Dual-Domain Generative Adversarial Network for Digital Image Operation Anti-Forensics

IEEE Transactions on Circuits and Systems for Video Technology(2022)

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摘要
In this letter, we propose a general digital image operation anti-forensic framework based on generative adversarial nets (GANs), called dual-domain generative adversarial network (DDGAN). To tackle the issue of image operation detection, the proposed framework incorporates both operation specific forensic features and machine-learned knowledge to ensure that the generated images exhibit better un...
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关键词
Forensics,Feature extraction,Image coding,Generators,Transform coding,Training,Detectors
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