崔允贺｜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

基于多聚合异构图卷积模型的SDN饱和攻击检测方法

钱清，冉龙文，王欢，崔允贺，王凌云

《计算机科学》

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

Mitigating the impact of activation smoothing on weights: A channel permutation and smoothing-based LLMs quantization method

Yan Guan, Yunhe Cui, Langtao Zhao, Guowei Shen, Yi Chen, Chun Guo

Journal of King Saud University: Computer and Information Sciences

DOI

2026

Layer-wise heterogeneity-guided heterogeneous pruning: An LLM compression method

Zhi-Hao Yu, Zuxin Ma, Guowei Shen, Yi Chen, Chun Guo, Xiao-Qi Duan, Qing Qian, Yunhe Cui

Journal of King Saud University: Computer and Information Sciences

DOI

2026

SAR-ERL: an evolutionary reinforcement learning optimization method based on state–action co-representation embedding

Jin-Chao Li, Guowei Shen, Chun Guo, Yi Chen, Yunhe Cui

Complex & Intelligent Systems

DOI

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

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

PPF: A framework for real-time adaptive pruning of large language models via performance prediction

Zuxin Ma, Yunhe Cui, Yongbin Qin

Neurocomputing

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

融合深度强化学习的卷积神经网络联合压缩方法

马祖鑫，崔允贺，秦永彬，申国伟，郭春，陈意，钱清

《计算机工程与应用》

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

HGNM:基于长短期流图及混合图神经网络的饱和攻击检测方法

李佳松，崔允贺，中国伟，郭春，陈意，蒋朝惠

《计算机工程》

2025

基于探测间隔变化的OpenFlow交换机超时嗅探方法

杨致远，崔允贺，陈意，郭春

《信息网络安全》

2025

Hawk: Saturation Attack Detection Based on Structured Spatial Interactions and Temporal Dependencies-Guided Graph Learning in SDN

Longwen Ran, Qing Qian, Yunhe Cui, Rui-Xue Tang

International Conference on Algorithms and Architectures for Parallel Processing

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

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

Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge

Jincheng Peng, Huanlai Xing, Xiangyi Chen, Yang Li, Yunhe Cui, Danyang Zheng, Laha Ale, Li Feng

IEEE Transactions on Mobile Computing

DOI

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

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

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

POU: Outlier Uniformity-Based Layer-Wise Pruning Method for Large Language Models

Zuxin Ma, Yunhe Cui, Yongbin Qin

International Symposium on Image and Signal Processing and Analysis

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

COURIER:基于非抢占式优先排队和优先经验重放DRL的边缘计算任务调度与卸载方法

杨秀文，崔允贺，钱清，郭春，申国伟

《计算机科学》

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

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

基于随机博弈网的窃密木马诱导式博弈模型

郭钰铮，郭春，崔允贺，李显超

《信息网络安全》

2024

TITAN: Combining a bidirectional forwarding graph and GCN to detect saturation attack targeted at SDN

Longyan Ran, Yunhe Cui, Jianpeng Zhao, Hong-Zhen Yang

PLoS ONE

DOI

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

2024

NFAERCOM: A Near-Far Area Experience Replay-based Computation Offloading Method

Wenxuan Wang, Yi Huang, Yunhe Cui, Chun Guo, Yi Chen, Guowei Shen

International Symposium on Image and Signal Processing and Analysis

DOI

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

USPS:面向算力资源高效协同的用户态跨协议代理系统

夏景旋，申国伟，郭春，崔允贺

《计算机科学》

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

面向异构分布式机器学习的动态自适应并行加速方法

马翔，申国伟，郭春，崔允贺，陈意

《智能系统学报》

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

2023

Towards Feature Selection for Detecting LDDoS in SD-IoT of Smart Grids: A Multi-correlation Information EA-based Method

Xuan-Yu Huan, Jianpeng Zhao, Guolin Chen, Xianchao Li, Yunhe Cui, Hong-Zhen Yang

ISCAI

DOI

2022

SDN环境下基于改进D-S理论的DDoS攻击检测

王聪，崔允贺，高鸿峰

《计算机系统应用》

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

面向IoT的边缘节点平台架构

邢照庆，崔允贺，吕晓丹，钱清，申国伟，赵建朋

《计算机系统应用》

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

SAD: Website Fingerprinting Defense Based on Adversarial Examples

Renzhi Tang, Guowei Shen, Chun Guo, Yunhe Cui

Security and Communication 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

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

一种基于深度强化学习的Spark Streaming参数优化方法

刘露，申国伟，郭春，崔允贺，蒋朝惠，伍大勇

《计算机与现代化》

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

ADVICE: Towards adaptive scheduling for data collection and DDoS detection in SDN

Jin-cheng Peng, Yunhe Cui, Qing Qian, Chun Guo, Chao-Hui Jiang, Saifei Li

Journal of Information Security and Applications

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

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

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

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

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

LNAD: Towards Lightweight Network Anomaly Detection in Software-Defined Networking

Yunhe Cui, Qing Qian, Huanlai Xing, Saifei Li

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

MIND: Message Classification Based Controller Scheduling Method for Resisting DDoS Attack in Software-Defined Networking

Yunhe Cui, Qing Qian

International Conference on Communication, Computing & Security

DOI

2020

REVERT: A Network Failure Recovery Method for Data Center Networks

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

Electronics

DOI

2019

An Effective SDN Controller Scheduling Method to Defence DDoS Attacks

Saifei Li, Yunhe Cui, Yongfeng Ni, Lian-Shan Yan

Chinese journal of electronics

DOI

2018

面向软件定义网络的隐蔽通信检测机制

倪永峰，闫连山，崔允贺，李赛飞

《计算机系统应用》

2018

JSSTR: A Joint Server Selection and Traffic Routing Algorithm for the Software-Defined Data Center

Yunhe Cui, Lian-Shan Yan, Qing Qian, Huanlai Xing, Saifei Li

Applied Sciences

DOI

2017

基于自优化的SDN交换机动态迁移机制

童俊峰，闫连山，邢焕来，崔允贺

《计算机系统应用》

2017

SD-HDC: Software-Defined Hybrid Optical/Electrical Data Center Architecture

Yunhe Cui, Lian-Shan Yan, Huanlai Xing, Hui Yang, Jin Chen, W. Pan

Global Communications Conference

DOI

2017

A hybrid EDA for load balancing in multicast with network coding

Huanlai Xing, Saifei Li, Yunhe Cui, Lian-Shan Yan, W. Pan, Rong Qu

Applied Soft Computing

DOI

2017

Link failure detection in software defined networks: an active feedback mechanism

Han Xu, Lian-Shan Yan, Huanlai Xing, Yunhe Cui, Saifei Li

DOI

2016

SD-Anti-DDoS: Fast and efficient DDoS defense in software-defined networks

Yunhe Cui, Lian-Shan Yan, Saifei Li, Huanlai Xing, W. Pan, Jian Zhu, Xiaoyang Zheng

Journal of Network and Computer Applications

DOI

2014

Security-Enhanced Software-defined Networks and Applications

Lian-Shan Yan, Saifei Li, Yunhe Cui, W. Pan, B. Luo, Guo Jin

DOI

2014

Enhanced robustness of control network for Chinese Train Control System Level-3 (CTCS-3) facilitated by software-defined networking architecture

Saifei Li, Lian-Shan Yan, Huanlai Xing, Yunhe Cui, W. Pan, Jin Guo, Wei Guo

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

基于多聚合异构图卷积模型的SDN饱和攻击检测方法

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

Mitigating the impact of activation smoothing on weights: A channel permutation and smoothing-based LLMs quantization method

Layer-wise heterogeneity-guided heterogeneous pruning: An LLM compression method

SAR-ERL: an evolutionary reinforcement learning optimization method based on state–action co-representation embedding

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

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

PPF: A framework for real-time adaptive pruning of large language models via performance prediction

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

融合深度强化学习的卷积神经网络联合压缩方法

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

HGNM:基于长短期流图及混合图神经网络的饱和攻击检测方法

基于探测间隔变化的OpenFlow交换机超时嗅探方法

Hawk: Saturation Attack Detection Based on Structured Spatial Interactions and Temporal Dependencies-Guided Graph Learning in SDN

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

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

Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge

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

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

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

POU: Outlier Uniformity-Based Layer-Wise Pruning Method for Large Language Models

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

COURIER:基于非抢占式优先排队和优先经验重放DRL的边缘计算任务调度与卸载方法

基于API潜在语义的勒索软件早期检测方法

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

基于随机博弈网的窃密木马诱导式博弈模型

TITAN: Combining a bidirectional forwarding graph and GCN to detect saturation attack targeted at SDN

SNDMI: Spyware network traffic detection method based on inducement operations

NFAERCOM: A Near-Far Area Experience Replay-based Computation Offloading Method

面向行为多样期的挖矿恶意软件早期检测方法

USPS:面向算力资源高效协同的用户态跨协议代理系统

基于协同迁移进化的自适应网络遥测路径编排方法

面向异构分布式机器学习的动态自适应并行加速方法

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

Towards Feature Selection for Detecting LDDoS in SD-IoT of Smart Grids: A Multi-correlation Information EA-based Method

SDN环境下基于改进D-S理论的DDoS攻击检测

一种基于诱导机制的间谍软件检测方法

面向IoT的边缘节点平台架构

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

SAD: Website Fingerprinting Defense Based on Adversarial Examples

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

利用序列分析的远控木马早期检测方法研究

基于API短序列的勒索软件早期检测方法

一种基于深度强化学习的Spark Streaming参数优化方法

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

ADVICE: Towards adaptive scheduling for data collection and DDoS detection in SDN

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

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

Image-based malware classification using section distribution information

Towards DDoS detection mechanisms in Software-Defined Networking

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

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

LNAD: Towards Lightweight Network Anomaly Detection in Software-Defined Networking

MIND: Message Classification Based Controller Scheduling Method for Resisting DDoS Attack in Software-Defined Networking

REVERT: A Network Failure Recovery Method for Data Center Networks

An Effective SDN Controller Scheduling Method to Defence DDoS Attacks

面向软件定义网络的隐蔽通信检测机制

JSSTR: A Joint Server Selection and Traffic Routing Algorithm for the Software-Defined Data Center

基于自优化的SDN交换机动态迁移机制

SD-HDC: Software-Defined Hybrid Optical/Electrical Data Center Architecture

A hybrid EDA for load balancing in multicast with network coding

Link failure detection in software defined networks: an active feedback mechanism

SD-Anti-DDoS: Fast and efficient DDoS defense in software-defined networks

Security-Enhanced Software-defined Networks and Applications

Enhanced robustness of control network for Chinese Train Control System Level-3 (CTCS-3) facilitated by software-defined networking architecture

研究方向