Zhiyi Tian
Southeast University(CN)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Malware Detection Techniques
Most-Cited Works
- → A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning(2022)231 cited
- → A Survey on Semantic Communication Networks: Architecture, Security, and Privacy(2024)42 cited
- → Generative Adversarial Networks: A Survey on Attack and Defense Perspective(2023)39 cited
- → A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework(2019)35 cited
- → Personalized Federated Learning for Heterogeneous Residential Load Forecasting(2023)31 cited
- → BFU: Bayesian Federated Unlearning with Parameter Self-Sharing(2023)22 cited
- → Machine Unlearning via Representation Forgetting With Parameter Self-Sharing(2023)20 cited
- → Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS(2022)18 cited
- → Modeling and Analyzing the Spatial–Temporal Propagation of Malware in Mobile Wearable IoT Networks(2023)14 cited
- → Two-layer detection framework with a high accuracy and efficiency for a malware family over the TLS protocol(2020)10 cited