Gaoyang Liu
Orcid: 0000-0002-3564-5031
According to our database1,
Gaoyang Liu
authored at least 37 papers
between 2013 and 2024.
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Bibliography
2024
IEEE/ACM Trans. Netw., August, 2024
EgoMUIL: Enhancing Spatio-Temporal User Identity Linkage in Location-Based Social Networks With Ego-Mo Hypergraph.
IEEE Trans. Mob. Comput., August, 2024
Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models.
IEEE Trans. Inf. Forensics Secur., 2024
Manipulating Pre-Trained Encoder for Targeted Poisoning Attacks in Contrastive Learning.
IEEE Trans. Inf. Forensics Secur., 2024
Seeing Is Believing: Black-Box Membership Inference Attacks Against Retrieval Augmented Generation.
CoRR, 2024
2023
Knowledge Representation of Training Data With Adversarial Examples Supporting Decision Boundary.
IEEE Trans. Inf. Forensics Secur., 2023
TEAR: Exploring Temporal Evolution of Adversarial Robustness for Membership Inference Attacks Against Federated Learning.
IEEE Trans. Inf. Forensics Secur., 2023
Membership Inference Attacks Against Machine Learning Models via Prediction Sensitivity.
IEEE Trans. Dependable Secur. Comput., 2023
Equivalence of MTS and CMR methods associated with the normal form of Hopf bifurcation for delayed reaction-diffusion equations.
Commun. Nonlinear Sci. Numer. Simul., 2023
AIoT-Empowered Smart Grid Energy Management with Distributed Control and Non-Intrusive Load Monitoring.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
FedCSA: Boosting the Convergence Speed of Federated Unlearning under Data Heterogeneity.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
Disentangling Client Contributions: Improving Federated Learning Accuracy in the Presence of Heterogeneous Data.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
Natural Language Processing Combined with Digital Twins to Drive Fusion Physics Design.
Proceedings of the 3rd Guangdong-Hong Kong-Macao Greater Bay Area Artificial Intelligence and Big Data Forum, 2023
2022
Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication.
IEEE Trans. Inf. Forensics Secur., 2022
Digit. Commun. Networks, 2022
Proceedings of the 15th International Symposium on Computational Intelligence and Design, 2022
Proceedings of the 5th International Conference on Algorithms, 2022
2021
Keep Your Data Locally: Federated-Learning-Based Data Privacy Preservation in Edge Computing.
IEEE Netw., 2021
GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control data.
Distributed Parallel Databases, 2021
Design and analysis of a fair, efficient and stable multi-server adaptive streaming protocol.
Comput. Electr. Eng., 2021
ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access.
Proceedings of the 20th IEEE International Conference on Trust, 2021
FedEraser: Enabling Efficient Client-Level Data Removal from Federated Learning Models.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
2020
Wirel. Networks, 2020
MIASec: Enabling Data Indistinguishability Against Membership Inference Attacks in MLaaS.
IEEE Trans. Sustain. Comput., 2020
J. Supercomput., 2020
Comput. Commun., 2020
Proceedings of the Blockchains for Network Security: Principles, 2020
2019
SocInf: Membership Inference Attacks on Social Media Health Data With Machine Learning.
IEEE Trans. Comput. Soc. Syst., 2019
On the Performance of $k$ -Anonymity Against Inference Attacks With Background Information.
IEEE Internet Things J., 2019
Classifying transportation mode and speed from trajectory data via deep multi-scale learning.
Comput. Networks, 2019
Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019
2018
Proceedings of the 2018 International Conference on Identification, 2018
2013
Proceedings of the Information Computing and Applications - 4th International Conference, 2013
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013