Tian Liu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Data Aggregation

Terrorist Attacks

Ensemble Learning

Fisher Discriminant Analysis

Top Venues

IEEE Internet Things J.

J. Circuits Syst. Comput.

IEEE Trans. Reliab.

Publications

Tian Liu, Jun Xia, Zhiwei Ling, Xin Fu, Shui Yu, Mingsong Chen
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. IEEE Internet Things J. 10 (8, April 15) (2023)
Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications. CoRR (2022)
Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen
FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR (2022)
Tian Liu, Jiahao Ding, Ting Wang, Miao Pan, Mingsong Chen
Towards Fast and Accurate Federated Learning with Non-IID Data for Cloud-Based IoT Applications. J. Circuits Syst. Comput. 31 (13) (2022)
Jun Xia, Tian Liu, Zhiwei Ling, Ting Wang, Xin Fu, Mingsong Chen
PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Zhusen Liu, Zhenfu Cao, Xiaolei Dong, Xiaopeng Zhao, Tian Liu, Haiyong Bao, Jiachen Shen
EPMDA-FED: Efficient and Privacy-Preserving Multidimensional Data Aggregation Scheme With Fast Error Detection in Smart Grid. IEEE Internet Things J. 9 (9) (2022)
Tian Liu, Yunfei Song, Ming Hu, Jun Xia, Jianning Zhang, Mingsong Chen
An Ensemble Learning-Based Cooperative Defensive Architecture Against Adversarial Attacks. J. Circuits Syst. Comput. 30 (2) (2021)
Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen
FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. IEEE Trans. Ind. Informatics 17 (11) (2021)
Tian Liu, Jun Xia, Xian Wei, Ting Wang, Xin Fu, Mingsong Chen
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. CoRR (2021)
Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen
FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. CoRR (2020)
Haifeng Gu, Jianning Zhang, Tian Liu, Ming Hu, Junlong Zhou, Tongquan Wei, Mingsong Chen
DIAVA: A Traffic-Based Framework for Detection of SQL Injection Attacks and Vulnerability Analysis of Leaked Data. IEEE Trans. Reliab. 69 (1) (2020)