Fengyuan Nie

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
IoT-TSO: An Unsupervised Method for Classifying Malicious IoT Traffic via Tensor Self-Optimization.
IEEE Trans. Netw. Sci. Eng.
Fengyuan Nie, Weiwei Liu, Guangjie Liu, Bo Gao, Jianan Huang, Chau Yuen
2026 J jnl
Lightweight Graph Mining for Website Fingerprinting Guided by Structure Knowledge.
IEEE Trans. Comput. Soc. Syst.
Bo Gao, Weiwei Liu, Guangjie Liu, Fengyuan Nie, Jianan Huang, Hui Zhang
2025 J jnl
Empowering Anomaly Detection in IoT Traffic Through Multiview Subspace Learning.
IEEE Internet Things J.
Fengyuan Nie, Weiwei Liu, Guangjie Liu, Bo Gao, Jianan Huang, Wen Tian, Chau Yuen
2025 J jnl
IoT-AMLHP: Aligned Multimodal Learning of Header-Payload Representations for Resource-Efficient Malicious IoT Traffic Classification.
CoRR
Fengyuan Nie, Guangjie Liu, Weiwei Liu, Jianan Huang, Bo Gao
2025 J jnl
IoT-AMLHP: Aligned multimodal learning of header-payload representations for resource-efficient malicious IoT traffic classification.
Ad Hoc Networks
Fengyuan Nie, Guangjie Liu, Weiwei Liu, Jianan Huang, Bo Gao
2025 J jnl
Lightweight Identification of Malicious IoT Traffic via Cross-View Knowledge Distillation.
IEEE Internet Things J.
Fengyuan Nie, Weiwei Liu, Guangjie Liu, Bo Gao, Jianan Huang, Chau Yuen
2025 J jnl
Multi-Level Resource-Coherented Graph Learning for Website Fingerprinting Attacks.
IEEE Trans. Inf. Forensics Secur.
Bo Gao, Weiwei Liu, Guangjie Liu, Fengyuan Nie, Jianan Huang
2025 J jnl
QuicCourier: Leveraging the Dynamics of QUIC- Based Website Browsing Behaviors Through Proxy for Covert Communication.
IEEE Trans. Dependable Secur. Comput.
Jianan Huang, Weiwei Liu, Guangjie Liu, Bo Gao, Fengyuan Nie
2025 J jnl
STAP: Leveraging State-Transition Adversarial Perturbations for Asymmetric Website Fingerprinting Defenses.
IEEE Trans. Netw. Serv. Manag.
Jianan Huang, Weiwei Liu, Guangjie Liu, Bo Gao, Fengyuan Nie, Marco Mellia
2025 J jnl
WF-A2D: Enhancing Privacy With Asymmetric Adversarial Defense Against Website Fingerprinting.
IEEE Trans. Inf. Forensics Secur.
Jianan Huang, Weiwei Liu, Guangjie Liu, Bo Gao, Fengyuan Nie
2024 J jnl
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system.
Internet Things
Fengyuan Nie, Weiwei Liu, Guangjie Liu, Bo Gao
2024 J jnl
Resource Knowledge-Driven Heterogeneous Graph Learning for Website Fingerprinting.
IEEE Trans. Cogn. Commun. Netw.
Bo Gao, Weiwei Liu, Guangjie Liu, Fengyuan Nie