Search Results for author: Yanzhen Ren

Found 4 papers, 1 papers with code

Using contrastive learning to improve the performance of steganalysis schemes

no code implementations1 Mar 2021 Yanzhen Ren, YiWen Liu, Lina Wang

To decrease the computing complexity of the contrastive loss in supervised learning, we design a novel Steganalysis Contrastive Loss (StegCL) based on the equivalence and transitivity of similarity.

Contrastive Learning Steganalysis

Spec-ResNet: A General Audio Steganalysis scheme based on Deep Residual Network of Spectrogram

1 code implementation21 Jan 2019 Yanzhen Ren, Dengkai Liu, Qiaochu Xiong, Jianming Fu, Li-Na Wang

The proposed scheme has better detection accuracy for three different AAC steganographic schemes and MP3Stego than the state-of-arts steganalysis schemes which are based on traditional hand-crafted or CNN-based feature.

Multimedia

Cannot find the paper you are looking for? You can Submit a new open access paper.