申国伟｜贵州大学｜学者主页

2026

基于大语言模型链接的网络安全实体识别方法

侯迪迪，洪少东，付玉杰，崔允贺，申国伟

《计算机应用》

2026

MMNAD: A Generalized Multi-Scenario Attack Detection Method for Software Defined Networking

R. He, Yunhe Cui, Chun Guo, Guowei Shen, Yi Chen

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

Tide: Intra- and Inter-Timeslot Enhanced Node Embedding for Probing Attack Detection in SDN

Longyan Ran, Yunhe Cui, Guowei Shen, Chun Guo, Yi Chen, Qing Qian

IEEE Internet of Things Journal

DOI

2026

A lightweight malware classification method based on short bit sequence visualization

Junyu Zhang, Chun Guo, Guowei Shen, Yuan Ping, Yunhe Cui, Yi Chen

Engineering applications of artificial intelligence

DOI

2026

AD-CTIDRL: a multi-agent method for threat intelligence-enhanced automated cyber defense

Yuhao Fu, Guowei Shen, Chun Guo, Yunhe Cui, Yi Chen, Bo Xie

Complex & Intelligent Systems

DOI

2026

MCPDS: image-based malware classification method using PE metadata alone

Yonglin Zhao, Chun Guo, Yuan Ping, Yi Chen, Yunhe Cui, Guowei Shen

Cybersecurity

DOI

2026

A packer identification method based on section-entropy plot

Y. Wan, Chun Guo, Yuan Ping, Yunhe Cui, Xiaodan Lyu, Guowei Shen

Cybersecurity

DOI

2026

STG-Detector: Flow Entry Probing Attack Detection in SDN via State Transition Graph

Fangbin Li, Kaijie Peng, Yuehua Chen, Chun Guo, Guowei Shen, Xiaodan Lv, Yunhe Cui

Communications in computer and information science

DOI

2025

EvoTrace:基于非线性数据包遥测和批处理的轻量级带内网络遥测方法

王攀祥，崔允贺，申国伟，郭春，陈意，钱清

《计算机科学》

2025

Patrol: Max-Min Passive-Active Hybrid in-Band Network Telemetry Method in SDN

Yang Cao, Yunhe Cui, Hong-Feng Gao, Chun Guo, Yi Chen, Guowei Shen

International Symposium on Image and Signal Processing and Analysis

DOI

2025

Towards saturation attack detection in SDN: a multi-edge representation learning-based method

Zhang Ji, Yunhe Cui, Yinyan Guo, Guowei Shen, Yi Chen, Chun Guo

Journal of King Saud University: Computer and Information Sciences

DOI

2025

CPSketch: A 'couple' sketch-based heavy flow detection method

R. Yao, Yang Cao, Yunhe Cui, Yi Chen, Chun Guo, Guowei Shen

Journal of Network and Computer Applications

DOI

2025

PRAETOR:Packet flow graph and dynamic spatio-temporal graph neural network-based flow table overflow attack detection method

Kaixi Wang, Yunhe Cui, Guowei Shen, Chun Guo, Yi Chen, Qing Qian

Journal of Network and Computer Applications

DOI

2025

The DUDFTO Attack: Towards Down-to-UP Timeout Probing and Dynamically Flow Table Overflowing in SDN

Jiasong Li, Yunhe Cui, Yi Chen, Guowei Shen, Chun Guo, Qing Qian

IEEE Transactions on Network and Service Management

DOI

2025

FTOA-RP: A 'group'-based flow entry replacement policy probing and flow table overflow attack method

Jinlong Wang, Yunhe Cui, R. He, Yi Chen, Chun Guo, Guowei Shen

Computers & security

DOI

2025

DPA-TA2C: Dynamic Priority-Aware Workflow Scheduling Method with Transformer and A2C in Cloud Data Center

Fashun Jian, Guowei Shen, Xiao-Dan Lv, Chun Guo, Yunhe Cui

International Conference on Parallel and Distributed Systems

DOI

2025

Towards Saturation Attack Detection in SDN: A Device Hyperedge Graph and Flow-Device Hypergraph Neural Network-Based Method

Longyan Ran, Yunhe Cui, Guowei Shen, Qing Qian

Communications in computer and information science

DOI

2024

EAGLE:一种内核态及用户态中基于遥测数据图的网络遥测方案

肖肇斌，崔允贺，陈意，申国伟，郭春，钱清

《计算机科学》

2024

基于AECD词嵌入的挖矿恶意软件早期检测方法

曹传博，郭春，李显超，申国伟

《计算机科学与探索》

2024

基于API潜在语义的勒索软件早期检测方法

罗斌，郭春，申国伟，崔允贺，陈意，平源

《电子学报》

2024

可添加量不受限的对抗样本

蒋周杰，陈意，熊子漫，郭春，申国伟

《计算机科学与探索》

2024

基于SDR句嵌入的挖矿恶意软件早期检测方法

钟凯，郭春，李显超，申国伟

《计算机科学》

2024

基于多智能体强化学习的防空编队部署方法

简泽民，申国伟，刘莉，王美琪

《电光与控制》

2024

SNDMI: Spyware network traffic detection method based on inducement operations

Jiaxin Peng, Chun Guo, Yuan Ping, Yunhe Cui, Yi Chen, Guowei Shen

Computers & security

DOI

2023

基于协同迁移进化的自适应网络遥测路径编排方法

郝炳炜，崔允贺，钱清，申国伟，郭春

《计算机科学》

2023

基于深度学习的勒索软件早期检测方法

刘文静，郭春，申国伟，谢博，吕晓丹

《计算机科学》

2023

面向行为多样期的挖矿恶意软件早期检测方法

曹传博，郭春，申国伟，崔允贺，平源

《电子学报》

2023

威胁情报驱动的动态威胁狩猎方法

吴尚远，申国伟，郭春，陈意

《信息网络安全》

2023

USAGE : Uncertain flow graph and spatio-temporal graph convolutional network-based saturation attack detection method

Kaixi Wang, Yunhe Cui, Qing Qian, Yi Chen, Chun Guo, Guowei Shen

Journal of Network and Computer Applications

DOI

2023

BFLS: Blockchain and Federated Learning for sharing threat detection models as Cyber Threat Intelligence

Tongtong Jiang, Guowei Shen, Chun Guo, Yunhe Cui, Bo Xie

Comput. Networks

DOI

2023

Remote access trojan traffic early detection method based on Markov matrices and deep learning

Bentivegna Pi, Chun Guo, Yunhe Cui, Guowei Shen, Jia-Long Yang, Yuan Ping

Computers & security

DOI

2023

MCTVD: A malware classification method based on three-channel visualization and deep learning

Hua-Xin Deng, Chun Guo, Guowei Shen, Yunhe Cui, Yuan Ping

Computers & security

DOI

2022

可保留可用性和功能性的对抗样本

肖茂，郭春，申国伟，蒋朝惠

《计算机科学与探索》

2022

一种基于诱导机制的间谍软件检测方法

郭春，罗迪，申国伟，崔允贺，平源

《电子学报》

2022

基于网络通信行为特征的间谍软件检测方法

徐婷，郭春，申国伟，周雪梅

《计算机与数字工程》

2022

SAD: Website Fingerprinting Defense Based on Adversarial Examples

Renzhi Tang, Guowei Shen, Chun Guo, Yunhe Cui

Security and Communication Networks

DOI

2022

Defending saturation attacks on SDN controller: A confusable instance analysis-based algorithm

Longyan Ran, Yunhe Cui, Chun Guo, Qing Qian, Guowei Shen, Huanlai Xing

Comput. Networks

DOI

2022

KIND: A Novel Image-Mutual-Information-Based Decision Fusion Method for Saturation Attack Detection in SD-IoT

Man Xiao, Yunhe Cui, Qing Qian, Guowei Shen

IEEE Internet of Things Journal

DOI

2022

SAD: Website Fingerprinting Defense Based on Adversarial Examples

Renzhi Tang, Guowei Shen, Chun Guo, Yunhe Cui

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2021

基于API短序列的勒索软件早期检测方法

陈长青，郭春，崔允贺，申国伟，蒋朝惠

《电子学报》

2021

利用序列分析的远控木马早期检测方法研究

王晨，郭春，申国伟，崔允贺

《计算机科学与探索》

2021

基于关键载荷截取的SQL注入攻击检测方法

郭春，蔡文艳，申国伟，周雪梅

《信息网络安全》

2021

EX-Action: Automatically Extracting Threat Actions from Cyber Threat Intelligence Report Based on Multimodal Learning

Hui-Xia Zhang, Guowei Shen, Chun Guo, Yunhe Cui, Chao-Hui Jiang

Secur. Commun. Networks

DOI

2021

2-SPIFF: a 2-stage packer identification method based on function call graph and file attributes

Hao Liu, Chun Guo, Yunhe Cui, Guowei Shen, Yuan Ping

Applied intelligence (Boston)

DOI

2021

Distant Supervision for Relations Extraction via Deep Residual Learning and Multi-instance Attention in Cybersecurity

Guowei Shen, Ya Qin, Wanling Wang, Miao Yu, Chun Guo

DOI

2021

Image-based malware classification using section distribution information

Mao Xiao, Chun Guo, Guowei Shen, Yunhe Cui, Chao-Hui Jiang

Computers & security

DOI

2021

Towards DDoS detection mechanisms in Software-Defined Networking

Yunhe Cui, Qing Qian, Chun Guo, Guowei Shen, You-Liang Tian, Huanlai Xing, Lianshan Yan

Journal of Network and Computer Applications

DOI

2021

DIAMOND: A Structured Coevolution Feature Optimization Method for LDDoS Detection in SDN-IoT

W. Yin, Yunhe Cui, Qing Qian, Guowei Shen, Chun Guo, Saifei Li

Wireless Communications and Mobile Computing

DOI

2021

The Named Entity Recognition of Chinese Cybersecurity Using an Active Learning Strategy

Bo Xie, Guowei Shen, Chun Guo, Yunhe Cui

Wireless Communications and Mobile Computing

DOI

2021

METER: An Ensemble DWT-based Method for Identifying Low-rate DDoS Attack in SDN

Cong Wang, Yunhe Cui, Qing Qian, Guowei Shen, Hong-Feng Gao, Saifei Li

IFIP International Conference on Embedded and Ubiquitous Computing

DOI

2020

基于残差空洞卷积神经网络的网络安全实体识别方法

谢博，申国伟，郭春，周燕，于淼

《网络与信息安全学报》

2020

一种基于漏洞威胁模式的网络表示学习算法

黄易，申国伟，赵文波，郭春

《计算机科学》

2020

一种基于信息熵的IDS告警预处理方法

张羽，郭春，申国伟，平源

《计算机与现代化》

2020

一种基于可视化的勒索软件分类方法

郭春，陈长青，申国伟，蒋朝惠

《信息网络安全》

2020

PRATD: A Phased Remote Access Trojan Detection Method with Double-Sided Features

Chun Guo, Zi-han Song, Yuan Ping, Guowei Shen, Yunhe Cui, Chao-Hui Jiang

Electronics

DOI

2020

REVERT: A Network Failure Recovery Method for Data Center Networks

Yunhe Cui, Qing Qian, Guowei Shen, Chun Guo, Saifei Li

Electronics

DOI

2020

DSANA: A distributed machine learning acceleration solution based on dynamic scheduling and network acceleration

Run-Hua Zhang, Guowei Shen, Liang-Yi Gong, Chun Guo

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)

DOI

2020

Data-Driven Cybersecurity Knowledge Graph Construction for Industrial Control System Security

Guowei Shen, Wanling Wang, Qilin Mu, Yanhong Pu, Ya Nan Qin, Miao Yu

Wireless Communications and Mobile Computing

DOI

2019

基于迁移学习的多源数据隐私保护方法研究

付玉香，秦永彬，申国伟

《计算机工程与科学》

2019

基于迁移学习的敏感数据隐私保护方法

付玉香，秦永彬，申国伟

《数据采集与处理》

DOI

2019

基于Hadoop的大规模网络安全实体识别方法

秦娅，申国伟，余红星

《智能系统学报》

2019

大数据实验教程

申国伟

《贵州大学出版社有限责任公司》

2019

基于深度神经网络的网络安全实体识别方法

秦娅，申国伟，赵文波，陈艳平

《南京大学学报(自然科学)》

DOI

2019

一种基于自动特征工程与压缩感知的网络隧道检测方法

余红星，申国伟，郭春

《计算机与现代化》

2019

一种基于多因素的告警关联方法

吴东，郭春，申国伟

《计算机与现代化》

2019

HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing

Run-Hua Zhang, Yang Cheng, Jin-Kun Geng, Shuai Wang, Kaihui Gao, Guowei Shen

IFIP International Conference on Network and Parallel Computing

DOI

2019

A network security entity recognition method based on feature template and CNN-BiLSTM-CRF

Ya-Lan Qin, Guowei Shen, Wen-Bo Zhao, Yan-Ping Chen, Miao Yu, Xin Jin

Frontiers of Information Technology & Electronic Engineering

DOI

2019

DataSESec: Security Monitoring for Data Share and Exchange Platform

Guowei Shen, Lu Liu, Qin Wei, Jicheng Lei, Chun Guo

APWeb/WAIM

DOI

精选作品

期刊论文

基于大语言模型链接的网络安全实体识别方法

MMNAD: A Generalized Multi-Scenario Attack Detection Method for Software Defined Networking

Tide: Intra- and Inter-Timeslot Enhanced Node Embedding for Probing Attack Detection in SDN

A lightweight malware classification method based on short bit sequence visualization

AD-CTIDRL: a multi-agent method for threat intelligence-enhanced automated cyber defense

MCPDS: image-based malware classification method using PE metadata alone

A packer identification method based on section-entropy plot

STG-Detector: Flow Entry Probing Attack Detection in SDN via State Transition Graph

EvoTrace:基于非线性数据包遥测和批处理的轻量级带内网络遥测方法

Patrol: Max-Min Passive-Active Hybrid in-Band Network Telemetry Method in SDN

Towards saturation attack detection in SDN: a multi-edge representation learning-based method

CPSketch: A 'couple' sketch-based heavy flow detection method

PRAETOR:Packet flow graph and dynamic spatio-temporal graph neural network-based flow table overflow attack detection method

The DUDFTO Attack: Towards Down-to-UP Timeout Probing and Dynamically Flow Table Overflowing in SDN

FTOA-RP: A 'group'-based flow entry replacement policy probing and flow table overflow attack method

DPA-TA2C: Dynamic Priority-Aware Workflow Scheduling Method with Transformer and A2C in Cloud Data Center

Towards Saturation Attack Detection in SDN: A Device Hyperedge Graph and Flow-Device Hypergraph Neural Network-Based Method

EAGLE:一种内核态及用户态中基于遥测数据图的网络遥测方案

基于AECD词嵌入的挖矿恶意软件早期检测方法

基于API潜在语义的勒索软件早期检测方法

可添加量不受限的对抗样本

基于SDR句嵌入的挖矿恶意软件早期检测方法

基于多智能体强化学习的防空编队部署方法

SNDMI: Spyware network traffic detection method based on inducement operations

基于协同迁移进化的自适应网络遥测路径编排方法

基于深度学习的勒索软件早期检测方法

面向行为多样期的挖矿恶意软件早期检测方法

威胁情报驱动的动态威胁狩猎方法

USAGE : Uncertain flow graph and spatio-temporal graph convolutional network-based saturation attack detection method

BFLS: Blockchain and Federated Learning for sharing threat detection models as Cyber Threat Intelligence

Remote access trojan traffic early detection method based on Markov matrices and deep learning

MCTVD: A malware classification method based on three-channel visualization and deep learning

可保留可用性和功能性的对抗样本

一种基于诱导机制的间谍软件检测方法

基于网络通信行为特征的间谍软件检测方法

SAD: Website Fingerprinting Defense Based on Adversarial Examples

Defending saturation attacks on SDN controller: A confusable instance analysis-based algorithm

KIND: A Novel Image-Mutual-Information-Based Decision Fusion Method for Saturation Attack Detection in SD-IoT

SAD: Website Fingerprinting Defense Based on Adversarial Examples

基于API短序列的勒索软件早期检测方法

利用序列分析的远控木马早期检测方法研究

基于关键载荷截取的SQL注入攻击检测方法

EX-Action: Automatically Extracting Threat Actions from Cyber Threat Intelligence Report Based on Multimodal Learning

2-SPIFF: a 2-stage packer identification method based on function call graph and file attributes

Distant Supervision for Relations Extraction via Deep Residual Learning and Multi-instance Attention in Cybersecurity

Image-based malware classification using section distribution information

Towards DDoS detection mechanisms in Software-Defined Networking

DIAMOND: A Structured Coevolution Feature Optimization Method for LDDoS Detection in SDN-IoT

The Named Entity Recognition of Chinese Cybersecurity Using an Active Learning Strategy

METER: An Ensemble DWT-based Method for Identifying Low-rate DDoS Attack in SDN

基于残差空洞卷积神经网络的网络安全实体识别方法

一种基于漏洞威胁模式的网络表示学习算法

一种基于信息熵的IDS告警预处理方法

一种基于可视化的勒索软件分类方法

PRATD: A Phased Remote Access Trojan Detection Method with Double-Sided Features

REVERT: A Network Failure Recovery Method for Data Center Networks

DSANA: A distributed machine learning acceleration solution based on dynamic scheduling and network acceleration

Data-Driven Cybersecurity Knowledge Graph Construction for Industrial Control System Security

基于迁移学习的多源数据隐私保护方法研究

基于迁移学习的敏感数据隐私保护方法

基于Hadoop的大规模网络安全实体识别方法

大数据实验教程

基于深度神经网络的网络安全实体识别方法

一种基于自动特征工程与压缩感知的网络隧道检测方法

一种基于多因素的告警关联方法

HiPower: A High-Performance RDMA Acceleration Solution for Distributed Transaction Processing

A network security entity recognition method based on feature template and CNN-BiLSTM-CRF

DataSESec: Security Monitoring for Data Share and Exchange Platform

研究方向