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Leyu Shi

Multi-metrics adaptively identifies backdoors in Federated learning
2023 · Siquan Huang, Yijiang Li, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 59
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Scope: On Detecting Constrained Backdoor Attacks in Federated Learning
2025 · Siquan Huang, Yijiang Li, et al. · IEEE Transactions on Information Forensics and Security · 15
FedCleanse: Cleanse the backdoor attacks in federated learning system
2025 · Siquan Huang, Yijiang Li, et al. · Knowledge-Based Systems · 7
FedMAR: A Privacy-Preserving and Robust Server-Side Multistage Federated Learning
2025 · Leyu Shi, Ying Gao, et al. · IEEE Internet of Things Journal · 4
Privacy-Preserving Rényi Layer-Wise Budget Allocation Against Gradient Leakage for Federated Learning
2025 · Leyu Shi, Ying Gao, et al. · IEEE Transactions on Mobile Computing · 3
Distributed clustering meets federated learning: a clustering-based approach to data poisoning mitigation
2025 · Chong Chen, Siquan Huang, et al. · Cybersecurity · 1
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Research on Security Risk Identification and Evaluation in Open-Source Software Supply Chain
2025 · Xiaorong Feng, Ying Gao, et al. · International Conference on Digital Management and Information Technology (DMIT) · 1
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Differentially Private Federated Clustering Framework in Intelligent Connected Vehicles
2024 · Chong Chen, Siquan Huang, et al. · IEEE Network · 1
Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems
2022 · Chen, Chong, Gao, Ying, et al. · arXiv (Cornell University) · 1
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A website fingerprinting attack with unsupervised out-of-distribution detection
2026 · Ying Gao, Jiafeng Zhao, et al. · Cybersecurity
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FEDDBP: Enhancing Federated Prototype Learning with Dual-Branch Features and Personalized Global Fusion
2026 · Ningzhi Gao, Siquan Huang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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VulSCC: image-based vulnerability detection with SPP-CNN and code large language model
2026 · Zhibin Jian, Siquan Huang, et al. · Cybersecurity
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BackdoorIDS: Zero-shot Backdoor Detection for Pretrained Vision Encoder
2026 · Huang, Siquan, Li, Yijiang, et al. · arXiv (Cornell University)
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Stress and Negative Information Sharing in Media Environments: An Empirical Analysis of Motivational Mediation and Emotional Regulation
2026 · Leyu Shi · Springer Link (Chiba Institute of Technology)
Stress and Negative Information Sharing in Media Environments: An Empirical Analysis of Motivational Mediation and Emotional Regulation
2026 · Leyu Shi · SHS Web of Conferences
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Research on Prompt Engineering to Enhance LLM-Driven CPG Vulnerability Reachability
2026 · Xiaorong Feng, Ying Gao, et al. · Computers, materials & continua/Computers, materials & continua (Print)
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Large Language Model-Based Representations of Heterogeneous Graphs for Vulnerability Detection
2026 · Xiaorong Feng, Ying Gao, et al. · Computers, materials & continua/Computers, materials & continua (Print)
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Causality-Aware ID: Causality-Aware Intrusion Detection under Zero-Positive Learning
2025 · Haihua Du, Hong Zou, et al. · International Conference on Advanced Computing and Intelligent Robotics Applications (ACIRA)
Research on Cross-Project Vulnerability Detection Method for Open Source Software
2025 · Xiaorong Feng, Laiping Zhang, et al. · International Symposium on Computer Applications and Information Systems (ISCAIS)
Research on Privacy Protection Technology of Smart Grid Based on Federated Learning
2024 · Xiaorong Feng, Ying Gao, et al. · International Academic Exchange Conference on Science and Technology Innovation (IAECST)
GN: Guided Noise Eliminating Backdoors in Federated Learning
2024 · Siquan Huang, Ying Gao, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
Distributed Data Sanitization Against Data Poisoning Attacks Via Federated Clustering
2024 · Chong Chen, Siquan Huang, et al. · SSRN Electronic Journal
Works count: 22
Citation count: 92
H-index: 4
I10-index: 2
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