Gaoyang Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Differential Privacy

Machine Learning

Decision Boundary

Top Venues

IEEE Trans. Inf. Forensics Secur.

ISPA/BDCloud/SocialCom/SustainCom

Publications

Haojun Huang, Fengxiang Ding, Hao Yin, Gaoyang Liu, Chen Wang, Dapeng Oliver Wu
EgoMUIL: Enhancing Spatio-Temporal User Identity Linkage in Location-Based Social Networks With Ego-Mo Hypergraph. IEEE Trans. Mob. Comput. 23 (8) (2024)
Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu
Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yuying Li, Gaoyang Liu, Yang Yang, Chen Wang
Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation. CoRR (2024)
Jian Chen, Yuan Gao, Gaoyang Liu, Ahmed M. Abdelmoniem, Chen Wang
Manipulating Pre-Trained Encoder for Targeted Poisoning Attacks in Contrastive Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Linfeng Shen, Feng Wang, Miao Zhang, Jiangchuan Liu, Gaoyang Liu, Xiaoyi Fan
AIoT-Empowered Smart Grid Energy Management with Distributed Control and Non-Intrusive Load Monitoring. IWQoS (2023)
Zilong Yuan, Pan Liu, Huan Mao, Gaoyang Liu, Wenbin Xiong, Zhangchun Tang
Natural Language Processing Combined with Digital Twins to Drive Fusion Physics Design. AIBDF (2023)
Lan Liu, Yi Wang, Gaoyang Liu, Kai Peng, Chen Wang
Membership Inference Attacks Against Machine Learning Models via Prediction Sensitivity. IEEE Trans. Dependable Secur. Comput. 20 (3) (2023)
Gaoyang Liu, Zehao Tian, Jian Chen, Chen Wang, Jiangchuan Liu
TEAR: Exploring Temporal Evolution of Adversarial Robustness for Membership Inference Attacks Against Federated Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang
Boundary Unlearning. CoRR (2023)
Zehao Tian, Zixiong Wang, Ahmed M. Abdelmoniem, Gaoyang Liu, Chen Wang
Knowledge Representation of Training Data With Adversarial Examples Supporting Decision Boundary. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary. CVPR (2023)
Zhen Wang, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang, Zeng Cheng, Yang Yang
FedCSA: Boosting the Convergence Speed of Federated Unlearning under Data Heterogeneity. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yuting Ding, Gaoyang Liu, Liyuan Zheng
Equivalence of MTS and CMR methods associated with the normal form of Hopf bifurcation for delayed reaction-diffusion equations. Commun. Nonlinear Sci. Numer. Simul. 117 (2023)
Chunming Liu, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang, Cheng Zeng, Yang Yang
Disentangling Client Contributions: Improving Federated Learning Accuracy in the Presence of Heterogeneous Data. ISPA/BDCloud/SocialCom/SustainCom (2023)
Chen Wang, Xinkui Wu, Gaoyang Liu, Tianping Deng, Kai Peng, Shaohua Wan
Safeguarding cross-silo federated learning with local differential privacy. Digit. Commun. Networks 8 (4) (2022)
Gaoyang Liu, Tianlong Xu, Xiaoqiang Ma, Chen Wang
Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Wenbin Xiong, Pan Liu, Zhangchun Tang, Yan Shi, Chencheng Liu, Fanyu Qu, Gaoyang Liu, Qiang Gao
Physical design of fusion based on generative adversarial networks. ACAI (2022)
Wenbin Xiong, Zhangchun Tang, Pan Liu, Gaoyang Liu, Fanyu Qu, Qiang Gao, ChenCheng Liu
Physical design for driven device of Z-FFR based on Machine Learning. ISCID (2022)
Shengkai Zhang, Gaoyang Liu, Ji Xu, Shaohua Wan
Design and analysis of a fair, efficient and stable multi-server adaptive streaming protocol. Comput. Electr. Eng. 95 (2021)
Gaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang, Jiangchuan Liu
FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models. IWQoS (2021)
Gaoyang Liu, Chen Wang, Xiaoqiang Ma, Yang Yang
Keep Your Data Locally: Federated-Learning-Based Data Privacy Preservation in Edge Computing. IEEE Netw. 35 (2) (2021)
Gaoyang Liu, Shijie Wang, Borui Wan, Zekun Wang, Chen Wang
ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access. TrustCom (2021)
Gaoyang Liu, Rui Zhang, Yang Yang, Chen Wang, Ling Liu
GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control data. Distributed Parallel Databases 39 (1) (2021)
Gaoyang Liu, Yang Yang, Xiaoqiang Ma, Chen Wang, Jiangchuan Liu
Federated Unlearning. CoRR (2020)
Jingjing Zhao, Qingyue Hu, Gaoyang Liu, Xiaoqiang Ma, Fei Chen, Mohammad Mehedi Hassan
AFA: Adversarial fingerprinting authentication for deep neural networks. Comput. Commun. 150 (2020)
Ping Zhao, Guanglin Zhang, Shaohua Wan, Gaoyang Liu, Tariq Umer
A survey of local differential privacy for securing internet of vehicles. J. Supercomput. 76 (11) (2020)
Shaohua Wan, Meijun Li, Gaoyang Liu, Chen Wang
Recent advances in consensus protocols for blockchain: a survey. Wirel. Networks 26 (8) (2020)
Chen Wang, Gaoyang Liu, Haojun Huang, Weijie Feng, Kai Peng, Lizhe Wang
MIASec: Enabling Data Indistinguishability Against Membership Inference Attacks in MLaaS. IEEE Trans. Sustain. Comput. 5 (3) (2020)
Gaoyang Liu, Chen Wang, Kai Peng, Haojun Huang, Yutong Li, Wenqing Cheng
SocInf: Membership Inference Attacks on Social Media Health Data With Machine Learning. IEEE Trans. Comput. Soc. Syst. 6 (5) (2019)
Gaoyang Liu, Rui Zhang, Chen Wang, Ling Liu
Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data. MDM (2019)
Ping Zhao, Hongbo Jiang, Chen Wang, Haojun Huang, Gaoyang Liu, Yang Yang
On the Performance of $k$ -Anonymity Against Inference Attacks With Background Information. IEEE Internet Things J. 6 (1) (2019)
Rui Zhang, Peng Xie, Chen Wang, Gaoyang Liu, Shaohua Wan
Classifying transportation mode and speed from trajectory data via deep multi-scale learning. Comput. Networks 162 (2019)
Rui Zhang, Peng Xie, Chen Wang, Gaoyang Liu, Shaohua Wan
Understanding Mobility via Deep Multi-Scale Learning. IIKI (2018)
Gaoyang Liu, Hui Yu, Yi Zhang
Adaptive Consensus of Multi-agents in Jointly Connected Networks. ICICA (1) (2013)
Gaoyang Liu, Hui Yu, Xiaohua Xia
Adaptive synchronization of multi-agent systems with unknown nonlinear dynamics. ICCA (2013)