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Zhiyi Tian
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 12
Top Topics
Statistical Relational Learning
Diabetic Patients
Federated Databases
Countermeasures
Top Venues
ACM Comput. Surv.
TrustCom
IEEE Trans. Netw. Serv. Manag.
ICC
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Publications
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Chenhan Zhang
,
Shui Yu
,
Zhiyi Tian
,
James J. Q. Yu
Generative Adversarial Networks: A Survey on Attack and Defense Perspective.
ACM Comput. Surv.
56 (4) (2024)
Weiqi Wang
,
Chenhan Zhang
,
Zhiyi Tian
,
Shui Yu
Machine Unlearning via Representation Forgetting With Parameter Self-Sharing.
IEEE Trans. Inf. Forensics Secur.
19 (2024)
Jie Dou
,
Gang Xie
,
Zhiyi Tian
,
Lei Cui
,
Shui Yu
Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks.
IEEE Internet Things J.
11 (2) (2024)
Weiqi Wang
,
Zhiyi Tian
,
Chenhan Zhang
,
An Liu
,
Shui Yu
BFU: Bayesian Federated Unlearning with Parameter Self-Sharing.
AsiaCCS
(2023)
Chenhan Zhang
,
Zhiyi Tian
,
James J. Q. Yu
,
Shui Yu
Construct New Graphs Using Information Bottleneck Against Property Inference Attacks.
ICC
(2023)
Zhiyi Tian
,
Lei Cui
,
Jie Liang
,
Shui Yu
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning.
ACM Comput. Surv.
55 (8) (2023)
Zhiyi Tian
,
Chenhan Zhang
,
Lei Cui
,
Shui Yu
GSMI: A Gradient Sign Optimization Based Model Inversion Method.
AI
(2022)
Shuaishuai Tan
,
Xiaoxiong Zhong
,
Zhiyi Tian
,
Qingkuan Dong
Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS.
IEEE Trans. Netw. Serv. Manag.
19 (3) (2022)
Shaolong Guo
,
Zhou Su
,
Zhiyi Tian
,
Shui Yu
Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck.
TrustCom
(2022)
Shuaishuai Tan
,
Zhiyi Tian
,
Xiaoxiong Zhong
,
Shui Yu
,
Weizhe Zhang
,
Guozhong Dong
A Novel Android Malware Detection Method Based on Visible User Interface.
TrustCom
(2021)
Jiayong Liu
,
Zhiyi Tian
,
Rongfeng Zheng
,
Liang Liu
A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework.
IEEE Access
7 (2019)
Sara A. McComb
,
Zhiyi Tian
,
Laura Sands
,
Ayten Turkcan
,
Lingsong Zhang
,
Shree Frazier
,
Mark A. Lawley
Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients.
J. Medical Syst.
41 (4) (2017)