Ziyao Liu

Orcid: 0000-0003-4060-0839

According to our database¹, Ziyao Liu authored at least 42 papers between 2016 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

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Bibliography

2025

Improving Security in IoT-Based Human Activity Recognition: A Correlation-Based Anomaly Detection Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., April, 2025

Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions.

[BibT_eX]

[DOI]

CoRR, March, 2025

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions.

[BibT_eX]

[DOI]

ACM Comput. Surv., January, 2025

An Investigation into Value Misalignment in LLM-Generated Texts for Cultural Heritage.

[BibT_eX]

[DOI]

CoRR, January, 2025

Privacy-Preserving Federated Unlearning With Certified Client Removal.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Toward Efficient and Certified Recovery From Poisoning Attacks in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Guaranteeing Data Privacy in Federated Unlearning With Dynamic User Participation.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

Threats, Attacks, and Defenses in Machine Unlearning: A Survey.

[BibT_eX]

[DOI]

IEEE Open J. Comput. Soc., 2025

MUSE-VFL: Multi-party Unified System for Private and Communication Efficient Backpropagation in Vertical Federated Learning.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2025

Enhancing AI safety of machine unlearning for ensembled models.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2025

Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Compact Lifting for NTT-Unfriendly Modulus.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Privacy - 30th Australasian Conference, 2025

2024

Trustworthy, Responsible, and Safe AI: A Comprehensive Architectural Framework for AI Safety with Challenges and Mitigations.

[BibT_eX]

[DOI]

CoRR, 2024

Threats, Attacks, and Defenses in Machine Unlearning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

LinkGuard: Link Locally Privacy-Preserving Graph Neural Networks with Integrated Denoising and Private Learning.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2024

Malicious Unlearning in Ensemble Models.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual International Conference on Privacy, Security and Trust, 2024

LEO Satellite-Enabled Networks: A Privacy-Preserving Framework for Spectrum Pricing and Power Control Optimization.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

Efficient Federated Unlearning with Adaptive Differential Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Understanding Security in Smart City Domains From the ANT-Centric Perspective.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2023

MPC-enabled privacy-preserving machine learning

[BibT_eX]

[DOI]

Ziyao Liu

PhD thesis, 2023

Long-Term Privacy-Preserving Aggregation With User-Dynamics for Federated Learning.

[BibT_eX]

[DOI]

Ziyao Liu

Hsiao-Ying Lin

Yamin Liu

IEEE Trans. Inf. Forensics Secur., 2023

Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2023

A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023

A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM Cyber-Physical System Security Workshop, 2023

2022

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Privacy-Preserving Aggregation in Federated Learning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Privacy-Enhanced Federated Learning with Weighted Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Social Networks and Big Data, 2021

2020

Secure Weighted Aggregation in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack.

[BibT_eX]

[DOI]

CoRR, 2020

2019

A Survey on Applications of Game Theory in Blockchain.

[BibT_eX]

[DOI]

CoRR, 2019

A Survey on Blockchain: A Game Theoretical Perspective.

[BibT_eX]

[DOI]

IEEE Access, 2019

2017

Differential coherent accumulation acquisition algorithm for DSSS signals on FPGA platform.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

LUT-Based Efficient Impulse Shaping for Direct Synthesizing Digital Communication Signals at Arbitrary Symbol Rate.

[BibT_eX]

[DOI]

Proceedings of the Communications and Networking, 2017

Parallel Symbol Timing Recovery Using FPGA for 600 Msps QPSK.

[BibT_eX]

[DOI]

Proceedings of the Communications and Networking, 2017

2016

An overview of multi-antenna technologies for space-ground integrated networks.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2016

Ziyao Liu

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