Yang Liu

According to our database, Yang Liu authored at least 45 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings.

Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng

IEEE Trans. Knowl. Data Eng., April, 2024

Effectively Improving Data Diversity of Substitute Training for Data-Free Black-Box Attack.

Yang Wei, Zhuo Ma, Zhuoran Ma, Zhan Qin, Yang Liu, Bin Xiao, Xiuli Bi, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2024

Efficient and self-recoverable privacy-preserving k-NN classification system with robustness to network delay.

Jinhai Zhang, Junwei Zhang, Zhuo Ma, Yang Liu, Xindi Ma, Jianfeng Ma

J. Syst. Archit., 2024

SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images.

Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu

CoRR, 2024

Mitigate noisy data for smart IoT via GAN based machine unlearning.

Zhuo Ma, Yilong Yang, Yang Liu, Xinjing Liu, Jianfeng Ma

Sci. China Inf. Sci., 2024

Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning.

Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Need for Speed: Taming Backdoor Attacks with Speed and Precision.

Zhuo Ma, Yilong Yang, Yang Liu, Tong Yang, Xinjing Liu, Teng Li, Zhan Qin

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

Reveal Your Images: Gradient Leakage Attack Against Unbiased Sampling-Based Secure Aggregation.

Yilong Yang, Zhuo Ma, Bin Xiao, Yang Liu, Teng Li, Junwei Zhang

IEEE Trans. Knowl. Data Eng., December, 2023

Outsourced Privacy-Preserving Data Alignment on Vertically Partitioned Database.

Zhuzhu Wang, Cui Hu, Bin Xiao, Yang Liu, Teng Li, Zhuo Ma, Jianfeng Ma

IEEE Trans. Big Data, October, 2023

A Secure and Lightweight Multi-Party Private Intersection-Sum Scheme over a Symmetric Cryptosystem.

Junwei Zhang, Xin Kang, Yang Liu, Huawei Ma, Teng Li, Zhuo Ma, Sergey Gataullin

Symmetry, February, 2023

iPrivJoin: An ID-Private Data Join Framework for Privacy-Preserving Machine Learning.

Yang Liu, Bingsheng Zhang, Yuxiang Ma, Zhuo Ma, Zecheng Wu

IEEE Trans. Inf. Forensics Secur., 2023

Forward/Backward and Content Private DSSE for Spatial Keyword Queries.

Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao, Yang Liu, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2023

DivTheft: An Ensemble Model Stealing Attack by Divide-and-Conquer.

Zhuo Ma, Xinjing Liu, Yang Liu, Ximeng Liu, Zhan Qin, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2023

Learn to Forget: Machine Unlearning via Neuron Masking.

Zhuo Ma, Yang Liu, Ximeng Liu, Jian Liu, Jianfeng Ma, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2023

Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms.

Zhuo Ma, Yilong Yang, Bin Xiao, Yang Liu, Xinjing Liu, Zhuoran Ma, Tong Yang

Proc. VLDB Endow., 2023

Secondary Labeling: A Novel Labeling Strategy for Image Manipulation Detection.

Yang Wei, Bin Xiao, Xiuli Bi, Zhuoran Ma, Yang Liu, Zhuo Ma

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Privacy-Preserving Object Detection for Medical Images With Faster R-CNN.

Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren

IEEE Trans. Inf. Forensics Secur., 2022

RevFRF: Enabling Cross-Domain Random Forest Training With Revocable Federated Learning.

Yang Liu, Zhuo Ma, Yilong Yang, Ximeng Liu, Jianfeng Ma, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2022

Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices.

Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Li Wang, Ximeng Liu

IEEE Internet Things J., 2022

A certificateless authentication scheme with fuzzy batch verification for federated UAV network.

Zhuzhu Wang, Junwei Zhang, Yang Liu, Maobin Lu, Zuobin Ying, Jianfeng Ma

Int. J. Intell. Syst., 2022

Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons.

Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu, Wenzhong Guo

CoRR, 2022

Case-Aware Adversarial Training.

Mingyuan Fan, Yang Liu, Wenzhong Guo, Ximeng Liu, Jianhua Li

CoRR, 2022

Backdoor Defense with Machine Unlearning.

Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma

Proceedings of the IEEE INFOCOM 2022, 2022

Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack.

Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Ximeng Liu

Proceedings of the IEEE International Conference on Acoustics, 2022

SeInspect: Defending Model Stealing via Heterogeneous Semantic Inspection.

Xinjing Liu, Zhuo Ma, Yang Liu, Zhan Qin, Junwei Zhang, Zhuzhu Wang

Proceedings of the Computer Security - ESORICS 2022, 2022

2020

Are Android Apps Being Protected Well Against Attacks?

Siqi Ma, Yang Liu, Surya Nepal

IEEE Wirel. Commun., 2020

An Efficient Decentralized Key Management Mechanism for VANET With Blockchain.

Zhuo Ma, Junwei Zhang, Yongzhen Guo, Yang Liu, Ximeng Liu, Wei He

IEEE Trans. Veh. Technol., 2020

EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid.

Zhuo Ma, Yilong Yang, Ximeng Liu, Yang Liu, Siqi Ma, Kui Ren, Chang Yao

IEEE Trans. Ind. Informatics, 2020

A machine learning-based scheme for the security analysis of authentication and key agreement protocols.

Zhuo Ma, Yang Liu, Zhuzhu Wang, Haoran Ge, Meng Zhao

Neural Comput. Appl., 2020

Privacy-preserving federated <i>k</i>-means for proactive caching in next generation cellular networks.

Yang Liu, Zhuo Ma, Zheng Yan, Zhuzhu Wang, Ximeng Liu, Jianfeng Ma

Inf. Sci., 2020

LiPSG: Lightweight Privacy-Preserving Q-Learning-Based Energy Management for the IoT-Enabled Smart Grid.

Zhuzhu Wang, Yang Liu, Zhuo Ma, Ximeng Liu, Jianfeng Ma

IEEE Internet Things J., 2020

Cloud-based Federated Boosting for Mobile Crowdsensing.

Zhuzhu Wang, Yilong Yang, Yang Liu, Ximeng Liu, Brij B. Gupta, Jianfeng Ma

CoRR, 2020

Learn to Forget: User-Level Memorization Elimination in Federated Learning.

Yang Liu, Zhuo Ma, Ximeng Liu, Jianfeng Ma

CoRR, 2020

Droidetec: Android Malware Detection and Malicious Code Localization through Deep Learning.

Zhuo Ma, Haoran Ge, Zhuzhu Wang, Yang Liu, Ximeng Liu

CoRR, 2020

PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication.

Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing.

Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Spectrum Privacy Preserving for Social Networks: A Personalized Differential Privacy Approach.

Yang Liu, Yong Zeng, Zhihong Liu, Jianfeng Ma

Proceedings of the Information Security and Cryptology - 16th International Conference, 2020

2019

Social Tie Based Cooperative Jamming for D2D Communications in the Internet of Things.

Yan Gao, Yong Zeng, Zhihong Liu, Jian-Feng Ma, Yang Liu, Yi-Kai Liu

J. Inf. Sci. Eng., 2019

Lightweight Privacy-Preserving Ensemble Classification for Face Recognition.

Zhuo Ma, Yang Liu, Ximeng Liu, Jianfeng Ma, Kui Ren

IEEE Internet Things J., 2019

Privacy-Preserving Outsourced Speech Recognition for Smart IoT Devices.

Zhuo Ma, Yang Liu, Ximeng Liu, Jianfeng Ma, Feifei Li

IEEE Internet Things J., 2019

Revocable Federated Learning: A Benchmark of Federated Forest.

Yang Liu, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma, Ken Ren

CoRR, 2019

Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing.

Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng

CoRR, 2019

A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms.

Zhuo Ma, Haoran Ge, Yang Liu, Meng Zhao, Jianfeng Ma

IEEE Access, 2019

Edge Weight Differential Privacy Based Spectral Query Algorithm.

Lingjie Zhou, Yong Zeng, Yang Liu, Zhihong Liu, Jianfeng Ma, Xiaoyan Zhu

Proceedings of the 2019 International Conference on Networking and Network Applications, 2019

An empirical study of SMS one-time password authentication in Android apps.

Siqi Ma, Runhan Feng, Juanru Li, Yang Liu, Surya Nepal, Diethelm Ostry, Elisa Bertino, Robert H. Deng, Zhuo Ma, Sanjay Jha

Proceedings of the 35th Annual Computer Security Applications Conference, 2019