Xue Yang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Perturbation Method

Privacy Preservation

Distributed Data Sources

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Internet Things J.

Future Gener. Comput. Syst.

Publications

Xue-Yang Li, Xue Yang, Zhengchun Zhou, Rongxing Lu
Efficiently Achieving Privacy Preservation and Poisoning Attack Resistance in Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xue Yang, Minjie Ma, Xiaohu Tang
An efficient privacy-preserving and verifiable scheme for federated learning. Future Gener. Comput. Syst. 160 (2024)
Cheng Yang, Xue Yang, Dongxian Wu, Xiaohu Tang
An Efficient Virtual Data Generation Method for Reducing Communication in Federated Learning. CoRR (2023)
Xue Yang, Zifeng Liu, Xiaohu Tang, Rongxing Lu, Bo Liu
An Efficient and Multi-private Key Secure Aggregation for Federated Learning. CoRR (2023)
Yiming Li, Mingyan Zhu, Xue Yang, Yong Jiang, Tao Wei, Shu-Tao Xia
Black-Box Dataset Ownership Verification via Backdoor Watermarking. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
Achieving Efficient Secure Deduplication With User-Defined Access Control in Cloud. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Jiawang Bai, Yiming Li, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia
Multinomial random forest. Pattern Recognit. 122 (2022)
Xue Yang, Yan Feng, Weijun Fang, Jun Shao, Xiaohu Tang, Shu-Tao Xia, Rongxing Lu
An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning. WWW (2022)
Linghui Zhu, Xinyi Liu, Yiming Li, Xue Yang, Shu-Tao Xia, Rongxing Lu
A Fine-Grained Differentially Private Federated Learning Against Leakage From Gradients. IEEE Internet Things J. 9 (13) (2022)
Xue Yang, Rongxing Lu, Kim-Kwang Raymond Choo, Fan Yin, Xiaohu Tang
Achieving Efficient and Privacy-Preserving Cross-Domain Big Data Deduplication in Cloud. IEEE Trans. Big Data 8 (1) (2022)
Yiming Li, Mingyan Zhu, Xue Yang, Yong Jiang, Shu-Tao Xia
Black-box Ownership Verification for Dataset Protection via Backdoor Watermarking. CoRR (2022)
Fan Yin, Rongxing Lu, Yandong Zheng, Jun Shao, Xue Yang, Xiaohu Tang
Achieve Efficient Position-Heap-based Privacy-Preserving Substring-of-Keyword Query over Cloud. CoRR (2021)
Xinyi Liu, Linghui Zhu, Shu-Tao Xia, Yong Jiang, Xue Yang
GDST: Global Distillation Self-Training for Semi-Supervised Federated Learning. GLOBECOM (2021)
Fan Yin, Rongxing Lu, Yandong Zheng, Jun Shao, Xue Yang, Xiaohu Tang
Achieve efficient position-heap-based privacy-preserving substring-of-keyword query over cloud. Comput. Secur. 110 (2021)
Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud. IEEE Trans. Serv. Comput. 14 (5) (2021)
Wenjie Li, Xue Yang, Xiaohu Tang, Shutao Xia
SDCN: Sparsity and Diversity Driven Correlation Networks for Traffic Demand Forecasting. IJCNN (2020)
Yan Feng, Xue Yang, Weijun Fang, Shu-Tao Xia, Xiaohu Tang
Practical and Bilateral Privacy-preserving Federated Learning. CoRR (2020)
Yiming Li, Jiawang Bai, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia
Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning. CoRR (2020)
Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Haomiao Yang
An Efficient and Privacy-Preserving Disease Risk Prediction Scheme for E-Healthcare. IEEE Internet Things J. 6 (2) (2019)
Yandong Zheng, Rongxing Lu, Xue Yang, Jun Shao
Achieving Efficient and Privacy-Preserving Top-k Query Over Vertically Distributed Data Sources. ICC (2019)
Xue Yang, Fan Yin, Xiaohu Tang
A Fine-Grained and Privacy-Preserving Query Scheme for Fog Computing-Enhanced Location-Based Service. Sensors 17 (7) (2017)
Xue Yang, Rongxing Lu, Hongbin Liang, Xiaohu Tang
SFPM: A Secure and Fine-Grained Privacy-Preserving Matching Protocol for Mobile Social Networking. Big Data Res. 3 (2016)