Gaoyang Liu - researchr alias

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Viewing Publication 1 - 31 from 31

2024

Manipulating Pre-Trained Encoder for Targeted Poisoning Attacks in Contrastive LearningJian Chen, Yuan Gao, Gaoyang Liu, Ahmed M. Abdelmoniem, Chen Wang 0011. tifs, 19:2412-2424, 2024. [doi]

Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning ModelsGaoyang Liu, Tianlong Xu, Rui Zhang 0066, Zixiong Wang, Chen Wang 0011, Ling Liu 0001. tifs, 19:427-440, 2024. [doi]

2023

Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision BoundaryMin Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng 0001, Chen Wang. cvpr 2023: 7766-7775 [doi]

Equivalence of MTS and CMR methods associated with the normal form of Hopf bifurcation for delayed reaction-diffusion equationsYuting Ding, Gaoyang Liu, Liyuan Zheng. cnsns, 117:106976, 2023. [doi]

TEAR: Exploring Temporal Evolution of Adversarial Robustness for Membership Inference Attacks Against Federated LearningGaoyang Liu, Zehao Tian, Jian Chen, Chen Wang 0011, Jiangchuan Liu. tifs, 18:4996-5010, 2023. [doi]

Disentangling Client Contributions: Improving Federated Learning Accuracy in the Presence of Heterogeneous DataChunming Liu, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang 0011, Cheng Zeng, Yang Yang. bdcloud 2023: 381-387 [doi]

Membership Inference Attacks Against Machine Learning Models via Prediction SensitivityLan Liu, Yi Wang, Gaoyang Liu, Kai Peng 0001, Chen Wang 0011. tdsc, 20(3):2341-2347, May - June 2023. [doi]

AIoT-Empowered Smart Grid Energy Management with Distributed Control and Non-Intrusive Load MonitoringLinfeng Shen, Feng Wang 0001, Miao Zhang, Jiangchuan Liu, Gaoyang Liu, Xiaoyi Fan 0001. iwqos 2023: 1-10 [doi]

Knowledge Representation of Training Data With Adversarial Examples Supporting Decision BoundaryZehao Tian, Zixiong Wang, Ahmed M. Abdelmoniem, Gaoyang Liu, Chen Wang 0011. tifs, 18:4116-4127, 2023. [doi]

FedCSA: Boosting the Convergence Speed of Federated Unlearning under Data HeterogeneityZhen Wang, Daniyal M. Alghazzawi, Li Cheng, Gaoyang Liu, Chen Wang, Zeng Cheng, Yang Yang. bdcloud 2023: 388-393 [doi]

2022

2021

Keep Your Data Locally: Federated-Learning-Based Data Privacy Preservation in Edge ComputingGaoyang Liu, Chen Wang 0011, Xiaoqiang Ma, Yang Yang 0060. network, 35(2):60-66, 2021. [doi]

GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control dataGaoyang Liu, Rui Zhang, Yang Yang 0060, Chen Wang 0011, Ling Liu 0001. dpd, 39(1):231-257, 2021. [doi]

ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box AccessGaoyang Liu, Shijie Wang, Borui Wan, Zekun Wang, Chen Wang. trustcom 2021: 532-539 [doi]

FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning ModelsGaoyang Liu, Xiaoqiang Ma, Yang Yang, Chen Wang, Jiangchuan Liu. iwqos 2021: 1-10 [doi]

Design and analysis of a fair, efficient and stable multi-server adaptive streaming protocolShengkai Zhang, Gaoyang Liu, Ji Xu, Shaohua Wan. cee, 95:107371, 2021. [doi]

2020

MIASec: Enabling Data Indistinguishability Against Membership Inference Attacks in MLaaSChen Wang 0011, Gaoyang Liu, Haojun Huang, Weijie Feng, Kai Peng, Lizhe Wang. tsusc, 5(3):365-376, 2020. [doi]

Blockchain consensuses and incentivesMeijun Li, Gaoyang Liu, Jialin Tian, Chen Wang 0011, Yang Yang 0060, Shaohua Wan. In Haojun Huang, Lizhe Wang 0001, Yulei Wu, Kim-Kwang Raymond Choo, editors, Blockchains for Network Security: Principles, technologies and applications. pages 39-63, Institution of Engineering and Technology, 2020. [doi]

Recent advances in consensus protocols for blockchain: a surveyShaohua Wan, Meijun Li, Gaoyang Liu, Chen Wang. winet, 26(8):5579-5593, 2020. [doi]

A survey of local differential privacy for securing internet of vehiclesPing Zhao, Guanglin Zhang, Shaohua Wan, Gaoyang Liu, Tariq Umer. tjs, 76(11):8391-8412, 2020. [doi]

AFA: Adversarial fingerprinting authentication for deep neural networksJingjing Zhao, Qingyue Hu, Gaoyang Liu, Xiaoqiang Ma, Fei Chen, Mohammad Mehedi Hassan. comcom, 150:488-497, 2020. [doi]

2019

2018

Understanding Mobility via Deep Multi-Scale LearningRui Zhang, Peng Xie, Chen Wang 0011, Gaoyang Liu, Shaohua Wan. iiki 2019: 487-494 [doi]

2013

Adaptive synchronization of multi-agent systems with unknown nonlinear dynamicsGaoyang Liu, Hui Yu, Xiaohua Xia. icca 2013: 1144-1149 [doi]

Adaptive Consensus of Multi-agents in Jointly Connected NetworksGaoyang Liu, Hui Yu, Yi Zhang. icica 2013: 24-35 [doi]

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