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Zhiyi Tian (田智毅)
Zhiyi Tian (田智毅)
在 student.uts.edu.au 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A comprehensive survey on poisoning attacks and countermeasures in machine learning
Z Tian, L Cui, J Liang, S Yu
ACM Computing Surveys 55 (8), 1-35, 2022
1292022
A distance-based method for building an encrypted malware traffic identification framework
J Liu, Z Tian, R Zheng, L Liu
IEEE Access 7, 100014-100028, 2019
282019
Bfu: Bayesian federated unlearning with parameter self-sharing
W Wang, Z Tian, C Zhang, A Liu, S Yu
Proceedings of the 2023 ACM Asia Conference on Computer and Communications …, 2023
132023
Two-layer detection framework with a high accuracy and efficiency for a malware family over the TLS protocol
R Zheng, J Liu, L Liu, S Liao, K Li, J Wei, L Li, Z Tian
PloS one 15 (5), e0232696, 2020
132020
Personalized federated learning for heterogeneous residential load forecasting
X Qu, C Guan, G Xie, Z Tian, K Sood, C Sun, L Cui
Big Data Mining and Analytics 6 (4), 421-432, 2023
82023
Sneaking through security: Mutating live network traffic to evade learning-based NIDS
S Tan, X Zhong, Z Tian, Q Dong
IEEE Transactions on Network and Service Management 19 (3), 2295-2308, 2022
82022
Modeling and analyzing the spatial-temporal propagation of malware in mobile wearable IoT networks
J Dou, G Xie, Z Tian, L Cui, S Yu
IEEE Internet of Things Journal, 2023
52023
Generative adversarial networks: A survey on attack and defense perspective
C Zhang, S Yu, Z Tian, JJQ Yu
ACM Computing Surveys 56 (4), 1-35, 2023
42023
Machine unlearning via representation forgetting with parameter self-sharing
W Wang, C Zhang, Z Tian, S Yu
IEEE Transactions on Information Forensics and Security, 2023
22023
An Asynchronous Multi-Task Semantic Communication Method
Z Tian, H Vo, C Zhang, G Min, S Yu
IEEE Network, 2023
22023
Construct new graphs using information bottleneck against property inference attacks
C Zhang, Z Tian, JQ James, S Yu
ICC 2023-IEEE International Conference on Communications, 765-770, 2023
22023
Machine Unlearning: A Comprehensive Survey
W Wang, Z Tian, S Yu
arXiv preprint arXiv:2405.07406, 2024
12024
Forgetting and Remembering are Both You Need: Balanced Graph Structure Unlearning
C Zhang, W Wang, Z Tian, S Yu
IEEE Transactions on Information Forensics and Security, 2024
2024
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy
S Guo, Y Wang, N Zhang, Z Su, TH Luan, Z Tian, X Shen
arXiv preprint arXiv:2405.01221, 2024
2024
The Role of Class Information in Model Inversion Attacks against Image Deep Learning Classifiers
Z Tian, L Cui, C Zhang, S Tan, S Yu, Y Tian
IEEE Transactions on Dependable and Secure Computing, 2023
2023
Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks
Z Tian, C Zhang, K Sood, S Yu
2023 IEEE International Conference on Metaverse Computing, Networking and …, 2023
2023
Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck
S Guo, Z Su, Z Tian, S Yu
2022 IEEE International Conference on Trust, Security and Privacy in …, 2022
2022
GSMI: A Gradient Sign Optimization Based Model Inversion Method
Z Tian, C Zhang, L Cui, S Yu
Australasian Joint Conference on Artificial Intelligence, 67-78, 2022
2022
A Novel Android Malware Detection Method Based on Visible User Interface
S Tan, Z Tian, X Zhong, S Yu, W Zhang, G Dong
2021 IEEE 20th International Conference on Trust, Security and Privacy in …, 2021
2021
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