Deep Steganography

Universal Adversarial Perturbations Through the Lens of Deep Steganography: A Fourier Perspective

The booming interest in adversarial attacks stems from a misalignment between human vision and a deep neural network (DNN), i.e. a human imperceptible perturbation fools the DNN. Moreover, a single perturbation, often called universal adversarial …

UDH: Universal Deep Hiding for Steganography, Watermarking, and Light Field Messaging

Neural networks have been shown effective in deep steganography for hiding a full image in another. However, the reason for its success remains not fully clear. Under the existing cover (C) dependent deep hiding (DDH) pipeline, it is challenging to …