Yang Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Malware Detection

Machine Learning

Top Venues

IEEE Internet Things J.

IEEE Trans. Dependable Secur. Comput.

IEEE Trans. Inf. Forensics Secur.

Publications

Jinhai Zhang, Junwei Zhang, Zhuo Ma, Yang Liu, Xindi Ma, Jianfeng Ma
Efficient and self-recoverable privacy-preserving k-NN classification system with robustness to network delay. J. Syst. Archit. 150 (2024)
Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng
FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou
Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. WSDM (2024)
Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu
SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images. CoRR (2024)
Junwei Zhang, Xin Kang, Yang Liu, Huawei Ma, Teng Li, Zhuo Ma, Sergey Gataullin
A Secure and Lightweight Multi-Party Private Intersection-Sum Scheme over a Symmetric Cryptosystem. Symmetry 15 (2) (2023)
Zhuo Ma, Xinjing Liu, Yang Liu, Ximeng Liu, Zhan Qin, Kui Ren
DivTheft: An Ensemble Model Stealing Attack by Divide-and-Conquer. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Zhuzhu Wang, Cui Hu, Bin Xiao, Yang Liu, Teng Li, Zhuo Ma, Jianfeng Ma
Outsourced Privacy-Preserving Data Alignment on Vertically Partitioned Database. IEEE Trans. Big Data 9 (5) (2023)
Yang Liu, Bingsheng Zhang, Yuxiang Ma, Zhuo Ma, Zecheng Wu
iPrivJoin: An ID-Private Data Join Framework for Privacy-Preserving Machine Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yilong Yang, Zhuo Ma, Bin Xiao, Yang Liu, Teng Li, Junwei Zhang
Reveal Your Images: Gradient Leakage Attack Against Unbiased Sampling-Based Secure Aggregation. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao, Yang Liu, Robert H. Deng
Forward/Backward and Content Private DSSE for Spatial Keyword Queries. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Zhuo Ma, Yang Liu, Ximeng Liu, Jian Liu, Jianfeng Ma, Kui Ren
Learn to Forget: Machine Unlearning via Neuron Masking. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Yang Liu, Zhuo Ma, Yilong Yang, Ximeng Liu, Jianfeng Ma, Kui Ren
RevFRF: Enabling Cross-Domain Random Forest Training With Revocable Federated Learning. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren
Privacy-Preserving Object Detection for Medical Images With Faster R-CNN. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Li Wang, Ximeng Liu
Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices. IEEE Internet Things J. 9 (18) (2022)
Zhuo Ma, Junwei Zhang, Yongzhen Guo, Yang Liu, Ximeng Liu, Wei He
An Efficient Decentralized Key Management Mechanism for VANET With Blockchain. IEEE Trans. Veh. Technol. 69 (6) (2020)
Zhuzhu Wang, Yilong Yang, Yang Liu, Ximeng Liu, Brij B. Gupta, Jianfeng Ma
Cloud-based Federated Boosting for Mobile Crowdsensing. CoRR (2020)
Yang Liu, Zhuo Ma, Zheng Yan, Zhuzhu Wang, Ximeng Liu, Jianfeng Ma
-means for proactive caching in next generation cellular networks. Inf. Sci. 521 (2020)
Zhuo Ma, Haoran Ge, Zhuzhu Wang, Yang Liu, Ximeng Liu
Droidetec: Android Malware Detection and Malicious Code Localization through Deep Learning. CoRR (2020)
Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma
PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication. IWQoS (2020)
Yang Liu, Zhuo Ma, Ximeng Liu, Jianfeng Ma
Learn to Forget: User-Level Memorization Elimination in Federated Learning. CoRR (2020)
Zhuo Ma, Yang Liu, Zhuzhu Wang, Haoran Ge, Meng Zhao
A machine learning-based scheme for the security analysis of authentication and key agreement protocols. Neural Comput. Appl. 32 (22) (2020)
Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren
Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. ICDCS (2020)
Zhuo Ma, Yilong Yang, Ximeng Liu, Yang Liu, Siqi Ma, Kui Ren, Chang Yao
EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid. IEEE Trans. Ind. Informatics 16 (10) (2020)
Siqi Ma, Yang Liu, Surya Nepal
Are Android Apps Being Protected Well Against Attacks? IEEE Wirel. Commun. 27 (3) (2020)
Zhuzhu Wang, Yang Liu, Zhuo Ma, Ximeng Liu, Jianfeng Ma
LiPSG: Lightweight Privacy-Preserving Q-Learning-Based Energy Management for the IoT-Enabled Smart Grid. IEEE Internet Things J. 7 (5) (2020)
Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng
Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing. CoRR (2019)
Zhuo Ma, Haoran Ge, Yang Liu, Meng Zhao, Jianfeng Ma
A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms. IEEE Access 7 (2019)
Zhuo Ma, Yang Liu, Ximeng Liu, Jianfeng Ma, Feifei Li
Privacy-Preserving Outsourced Speech Recognition for Smart IoT Devices. IEEE Internet Things J. 6 (5) (2019)
Yan Gao, Yong Zeng, Zhihong Liu, Jian-Feng Ma, Yang Liu, Yi-Kai Liu
Social Tie Based Cooperative Jamming for D2D Communications in the Internet of Things. J. Inf. Sci. Eng. 35 (5) (2019)
Lingjie Zhou, Yong Zeng, Yang Liu, Zhihong Liu, Jianfeng Ma, Xiaoyan Zhu
Edge Weight Differential Privacy Based Spectral Query Algorithm. NaNA (2019)
Yang Liu, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma, Ken Ren
Revocable Federated Learning: A Benchmark of Federated Forest. CoRR (2019)
Siqi Ma, Runhan Feng, Juanru Li, Yang Liu, Surya Nepal, Diethelm Ostry, Elisa Bertino, Robert H. Deng, Zhuo Ma, Sanjay Jha
An empirical study of SMS one-time password authentication in Android apps. ACSAC (2019)
Zhuo Ma, Yang Liu, Ximeng Liu, Jianfeng Ma, Kui Ren
Lightweight Privacy-Preserving Ensemble Classification for Face Recognition. IEEE Internet Things J. 6 (3) (2019)