34 citations · 68 across the 11 of their papers we have counts for
11 papers
Reversible Quantization Index Modulation for Static Deep Neural Network Watermarking
Junren Qin, Shanxiang Lyu, Fan Yang +3
Static deep neural network (DNN) watermarking techniques typically employ irreversible methods to embed watermarks into the DNN model weights. However, this approach causes permane…
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring
Wenyuan Yang, Shuo Shao, Yue Yang +5
Federated learning (FL) allows multiple participants to collaboratively build deep learning (DL) models without directly sharing data. Consequently, the issue of copyright protecti…
Learning Second Order Local Anomaly for General Face Forgery Detection
Jianwei Fei, Yunshu Dai, Peipeng Yu +3
In this work, we propose a novel method to improve the generalization ability of CNN-based face forgery detectors. Our method considers the feature anomalies of forged faces caused…
Supervised GAN Watermarking for Intellectual Property Protection
Jianwei Fei, Zhihua Xia, Benedetta Tondi +1
We propose a watermarking method for protecting the Intellectual Property (IP) of Generative Adversarial Networks (GANs). The aim is to watermark the GAN model so that any image ge…
Deniable Steganography
Yong Xu, Zhihua Xia, Zichi Wang +2
Steganography conceals the secret message into the cover media, generating a stego media which can be transmitted on public channels without drawing suspicion. As its countermeasur…
A Screen-Shooting Resilient Document Image Watermarking Scheme using Deep Neural Network
Sulong Ge, Zhihua Xia, Yao Tong +2
With the advent of the screen-reading era, the confidential documents displayed on the screen can be easily captured by a camera without leaving any traces. Thus, this paper propos…
A Robust Document Image Watermarking Scheme using Deep Neural Network
Sulong Ge, Zhihua Xia, Jianwei Fei +2
Watermarking is an important copyright protection technology which generally embeds the identity information into the carrier imperceptibly. Then the identity can be extracted to p…
STR: Secure Computation on Additive Shares Using the Share-Transform-Reveal Strategy
Zhihua Xia, Qi Gu, Wenhao Zhou +3
The rapid development of cloud computing has probably benefited each of us. However, the privacy risks brought by untrustworthy cloud servers arise the attention of more and more p…
Privacy-Preserving Image Retrieval Based on Additive Secret Sharing
Zhihua Xia, Qi Gu, Lizhi Xiong +2
The rapid growth of digital images motivates individuals and organizations to upload their images to the cloud server. To preserve privacy, image owners would prefer to encrypt the…
Efficient Privacy-Preserving Computation Based on Additive Secret Sharing
Lizhi Xiong, Wenhao Zhou, Zhihua Xia +2
The emergence of cloud computing provides a new computing paradigm for users -- massive and complex computing tasks can be outsourced to cloud servers. However, the privacy issues…
MSPPIR: Multi-source privacy-preserving image retrieval in cloud computing
Qi Gu, Zhihua Xia, Xingming Sun
Content-Based Image Retrieval (CBIR) techniques have been widely researched and in service with the help of cloud computing like Google Images. However, the images always contain r…