6 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CR2022★ 4 cited
Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks
Yanzhen Ren, Ting Liu, Liming Zhai +1
Deep image steganography is a data hiding technology that conceal data in digital images via deep neural networks. However, existing deep image steganography methods only consider…
cs.CV2021★ 6 cited
Generalized Local Optimality for Video Steganalysis in Motion Vector Domain
Liming Zhai, Lina Wang, Yanzhen Ren +1
The local optimality of motion vectors (MVs) is an intrinsic property in video coding, and any modifications to the MVs will inevitably destroy this optimality, making it a sensiti…
cs.AI2021
Using contrastive learning to improve the performance of steganalysis schemes
Yanzhen Ren, Yiwen Liu, Lina Wang
To improve the detection accuracy and generalization of steganalysis, this paper proposes the Steganalysis Contrastive Framework (SCF) based on contrastive learning. The SCF improv…