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Zhiyi Tian
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2020 – today
- 2024
- [j7]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): 91:1-91:35 (2024) - [j6]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): 2438-2452 (2024) - [j5]Weiqi Wang
, Chenhan Zhang
, Zhiyi Tian
, Shui Yu
:
Machine Unlearning via Representation Forgetting With Parameter Self-Sharing. IEEE Trans. Inf. Forensics Secur. 19: 1099-1111 (2024) - [i2]Shaolong Guo, Yuntao Wang, Ning Zhang, Zhou Su, Tom H. Luan, Zhiyi Tian, Xuemin Shen:
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy. CoRR abs/2405.01221 (2024) - [i1]Weiqi Wang, Zhiyi Tian, Shui Yu:
Machine Unlearning: A Comprehensive Survey. CoRR abs/2405.07406 (2024) - 2023
- [j4]Zhiyi Tian
, Lei Cui
, Jie Liang
, Shui Yu
:
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. ACM Comput. Surv. 55(8): 166:1-166:35 (2023) - [c6]Weiqi Wang
, Zhiyi Tian
, Chenhan Zhang
, An Liu
, Shui Yu
:
BFU: Bayesian Federated Unlearning with Parameter Self-Sharing. AsiaCCS 2023: 567-578 - [c5]Chenhan Zhang, Zhiyi Tian, James J. Q. Yu, Shui Yu
:
Construct New Graphs Using Information Bottleneck Against Property Inference Attacks. ICC 2023: 765-770 - [c4]Zhiyi Tian, Chenhan Zhang, Keshav Sood, Shui Yu
:
Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks. MetaCom 2023: 49-56 - 2022
- [j3]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): 2295-2308 (2022) - [c3]Zhiyi Tian, Chenhan Zhang, Lei Cui, Shui Yu
:
GSMI: A Gradient Sign Optimization Based Model Inversion Method. AI 2022: 67-78 - [c2]Shaolong Guo, Zhou Su, Zhiyi Tian, Shui Yu
:
Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck. TrustCom 2022: 680-686 - 2021
- [c1]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: 659-666
2010 – 2019
- 2019
- [j2]Jiayong Liu, Zhiyi Tian
, Rongfeng Zheng, Liang Liu:
A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework. IEEE Access 7: 100014-100028 (2019) - 2017
- [j1]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): 53:1-53:8 (2017)
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