Lihua Yin - Publications, H-index & Citations

Lihua Yin

Guangzhou University

24H指数

198论文数

2.1K被引数

收录论文 34

发表时间

Correction Forest: A Misclassification Correction Model for Reducing the Total Error Rate of IIoT Network Intrusion Detection 纠错森林：一种用于减少IIoT网络入侵检测总错误率的误分类修正模型

IEEE Transactions on Network and Service Management

IF5.4

2026-08-17

PREAI

Nan Wei; Sizhe Huang; Lihua Yin; Ziying Zhu; Wenting Wang

Mitigating Cumulative Leakage in Multi-Turn Retrieval-Augmented Generation Via History-Aware Differential Privacy 通过历史感知差分隐私缓解多轮检索增强生成中的累积泄露

IEEE Transactions on Dependable and Secure Computing

IF7.5

2026-08-14

PREAI

Zhe Sun; Yaowei Huang; Lihua Yin; Tianqing Zhu; Muhammad Shafiq; Zhihong Tian; Jing Qiu

PreDyn-IDS: Pretrained lightweight open-set IDS for IoT via dynamic confidence and hierarchical feature fusion PreDyn-IDS：基于动态置信度和分层特征融合的轻量级开放集物联网入侵检测系统

Information Fusion

IF15.5

2026-07-12

PREAI

Xi Luo; Guohua Yan; Lihua Yin; Gaopan Hou; Jingjing Guo; Yanqi Song; Xiang Li; Wenting Wang; Tianqing Zhu

Scalable logical attack graph generation for enterprise networks through endpoint data 通过端点数据实现企业网络可扩展的逻辑攻击图生成

COMPUTERS & SECURITY

IF5.4

2026-05-27

PREAI

Chengliang Gao; Jing Qiu; Yifei Sun; Du Cheng; Lihua Yin

CryptoBinaryRz: a binary detection framework based on regional centralization dynamic analysis of cryptographic misuse CryptoBinaryRz：一种基于加密滥用区域中心化动态分析的二进制检测框架

Cybersecurity

IF3.7

2026-05-08

OAAI

Xi Luo; Zecheng Zhang; Lihua Yin; Shijie Jia; Runda Huang; Haiyang Zhang

Horizontal Multi-Party Data Publishing Under Differential Privacy via Weight-Aware Bidirectional Generative Adversarial Networks 基于权重感知双向生成对抗网络的差分隐私水平多方数据发布

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-04-09

PREAI

Pengfei Zhang; Zhikun Zhang; Yang Cao; Xiang Cheng; Lihua Yin; Puning Zhao; Zhiquan Liu; Li Sun; Lei Shi; Ji Zhang

GSC-SAGE: A Generative Subgraph Contrastive Framework for Encrypted Traffic Detection GSC-SAGE：一种用于加密流量检测的生成式子图对比框架

KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2025, PT I

IF0

2026-01-01

PREAI

Cheng, Hongyuan; Chen, Weizhe; Yang, Zhiguang; Jiang, Weixiang; Zhu, Dexin; Yin, Lihua

HybridGF: A Novel Data Augmentation Algorithm for Detecting the Extremely Imbalanced Malicious Traffic in Industrial Internet of Things HybridGF: 一种用于检测工业物联网中极其不平衡的恶意流量的新型数据增强算法

IEEE Internet of Things Journal

IF8.9

2025-12-03

PREAI

Nan Wei; Zhuangcheng Wu; Lihua Yin; Xiao Cai

Partition-based differentially private synthetic data generation 基于分区的差分隐私合成数据生成

INFORMATION SCIENCES

IF6.8

2025-09-01

PREAI

Zhang, Meifan; Deng, Dihang; Yin, Lihua

SnifferDog: Comprehensively Learning Heterogeneous Features of Network Traffic to Identify Malicious Flows SnifferDog：全面学习网络流量的异构特征以识别恶意流量

IEEE Transactions on Information Forensics and Security

IF8

2025-01-01

PREAI

Xi Luo; Lihua Yin; Hongyu Yang; Zeyan Liu; Weizhe Chen; Shijie Jia; Bo Luo; Hongli Xiang

Modulatory effects of the landscape sequences on pedestrians emotional states using EEG

FRONTIERS OF ARCHITECTURAL RESEARCH

IF3.6

2024-12-01

OAAI

Xiao, Xinyao; Li, Xinxin; Zhou, Xuefan; Kang, Jian; Luo, Jiahua; Yin, Lihua

Large-scale IoT attack detection scheme based on LightGBM and feature selection using an improved salp swarm algorithm 基于LightGBM和改进salp群特征选择的大规模物联网攻击检测方案

SCIENTIFIC REPORTS

IF3.9

2024-08-19

OAAI

Chen, Weizhe; Yang, Hongyu; Yin, Lihua; Luo, Xi

BiCAM: A Bidirectional Contextualized Attentive Model for Analyzing the Correlation of Heterogeneous Security Events

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2024-01-01

OAAI

Luo, Xi; Wang, Junhui; Yin, Lihua; Zhao, Kaiyan; Qian, Kexiang; Zhang, Daojuan; Chen, Kai

Short-term load forecasting based on WM algorithm and transfer learning model 基于WM算法和迁移学习模型的短期负荷预测

APPLIED ENERGY

IF11

2024-01-01

PREAI

Wei, Nan; Yin, Chuang; Yin, Lihua; Tan, Jingyi; Liu, Jinyuan; Wang, Shouxi; Qiao, Weibiao; Zeng, Fanhua

Short-term load forecasting using detrend singular spectrum fluctuation analysis

ENERGY

IF9.4

2022-10-01

PREAI

Wei, Nan; Yin, Lihua; Li, Chao; Wang, Wei; Qiao, Weibiao; Li, Changjun; Zeng, Fanhua; Fu, Lingdi

TPRPF: a preserving framework of privacy relations based on adversarial training for texts in big data

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2022-05-18

PREAI

Chai, Yuhan; Sun, Zhe; Qiu, Jing; Yin, Lihua; Tian, Zhihong

Data complexity of daily natural gas consumption: Measurement and impact on forecasting performance

ENERGY

IF9.4

2022-01-01

PREAI

Wei, Nan; Yin, Lihua; Li, Chao; Liu, Jinyuan; Li, Changjun; Huang, Yuanyuan; Zeng, Fanhua

Dynamic Prototype Network Based on Sample Adaptation for Few-Shot Malware Detection 基于样本自适应的动态原型网络在少量恶意软件检测中的应用

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-01-01

OAAI

Chai, Yuhan; Du, Lei; Qiu, Jing; Yin, Lihua; Tian, Zhihong

Forecasting the daily natural gas consumption with an accurate white-box model 用精确白盒模型预测天然气日耗

ENERGY

IF9.4

2021-10-01

PREAI

Wei, Nan; Yin, Lihua; Li, Chao; Li, Changjun; Chan, Christine; Zeng, Fanhua

A Privacy-Preserving Federated Learning for Multiparty Data Sharing in Social IoTs 用于社交iot中多方数据共享的隐私保护联合学习

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2021-07-01

PREAI

Yin, Lihua; Feng, Jiyuan; Xun, Hao; Sun, Zhe; Cheng, Xiaochun

研究方向