Zhiyi Tian

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

Jiayong Liu, Zhiyi Tian, Rongfeng Zheng et al. · IEEE Access · 2019 · 35 citations · Full text

Traffic Identification, Internet Traffic Analysis, Engineering +19

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

Shaolong Guo, Yuntao Wang, Ning Zhang et al. · IEEE Communications Surveys & Tutorials · 2024 · 34 citations

Personalized Federated Learning for Heterogeneous Residential Load Forecasting

Xiaodong Qu, Chengcheng Guan, Gang Xie et al. · Big Data Mining and Analytics · 2023 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

BFU: Bayesian Federated Unlearning with Parameter Self-Sharing

Weiqi Wang, Zhiyi Tian, Chenhan Zhang et al. · 2023 · 20 citations

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

Shuaishuai Tan, Xiaoxiong Zhong, Zhiyi Tian et al. · IEEE Transactions on Network and Service Management · 2022 · 18 citations

Engineering, Machine Learning, Information Security +25