Zhiyi Tian

Orcid: 0000-0001-8905-0941

According to our database¹, Zhiyi Tian authored at least 37 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

ROSE: A Receiver-Oriented Semantic Communication Framework.

[BibT_eX]

[DOI]

IEEE Netw., March, 2025

Evaluation of Machine Unlearning Through Model Difference.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

FedU: Federated Unlearning via User-Side Influence Approximation Forgetting.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

Backdoored Sample Cleansing for Unlabeled Datasets via Bootstrapped Dual Set Purification.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

CRCGAN: Toward robust feature extraction in finger vein recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

MOUSSE: A Multimodality-Oriented Unified Semantic Communication System by Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

Can Self Supervision Rejuvenate Similarity-Based Link Prediction?

[BibT_eX]

[DOI]

Proceedings of the Data Science: Foundations and Applications, 2025

Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders.

[BibT_eX]

[DOI]

Proceedings of the Data Science: Foundations and Applications, 2025

IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MG-Det: Deepfake Detection with Multi-granularity.

[BibT_eX]

[DOI]

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

2024

Semantic Communications Toward Graph Data.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., December, 2024

An Asynchronous Multi-Task Semantic Communication Method.

[BibT_eX]

[DOI]

IEEE Netw., July, 2024

Generative Adversarial Networks: A Survey on Attack and Defense Perspective.

[BibT_eX]

[DOI]

ACM Comput. Surv., April, 2024

Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2024

Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Machine Unlearning via Representation Forgetting With Parameter Self-Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2024

Machine Unlearning: A Comprehensive Survey.

[BibT_eX]

[DOI]

Weiqi Wang

Zhiyi Tian

Shui Yu

CoRR, 2024

A Survey on Semantic Communication Networks: Architecture, Security, and Privacy.

[BibT_eX]

[DOI]

CoRR, 2024

From the Perspective of AI Safety: Analyzing the Impact of XAI Performance on Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Continuous Verification of Catastrophic Recalling in Machine Unlearning via Adversarial Testing.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Data Science in Cyberspace, 2024

Unveiling the Unseen: Video Recognition Attacks on Social Software.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Privacy - 29th Australasian Conference, 2024

2023

A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

Personalized Federated Learning for Heterogeneous Residential Load Forecasting.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2023

Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Construct New Graphs Using Information Bottleneck Against Property Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

BFU: Bayesian Federated Unlearning with Parameter Self-Sharing.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Trust, 2022

GSMI: A Gradient Sign Optimization Based Model Inversion Method.

[BibT_eX]

[DOI]

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

A Novel Android Malware Detection Method Based on Visible User Interface.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Trust, 2021

2019

A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework.

[BibT_eX]

[DOI]

IEEE Access, 2019

2017

Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients.

[BibT_eX]

[DOI]

J. Medical Syst., 2017

Zhiyi Tian

Timeline

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