Chunxiang Gu

Ministry of Education of the People's Republic of China — China

Computer Science · Physical Sciences

14h-index606citations87works1.92yr avg
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Research Topics

Cryptography and Data Security(47), Complexity and Algorithms in Graphs(19), Network Security and Intrusion Detection(16), Internet Traffic Analysis and Secure E-voting(16), Advanced Authentication Protocols Security(15)

Publications87 total

Research on IPSec Device Fingerprinting Technology Based on State Machine Aggregation
2025
GDCTC: A Generative-Discriminative Coevolutionary Approach for Few-shot Network Traffic Classification
2025
A fine-grained message clustering method based on message representation and identifier fingerprints
Computers & Security·2025· 1 cited
Entropy-regulated cross-modal generative fusion for multimodal network intrusion detection
Information Fusion·2025· 6 cited
Adaptive header identification and unsupervised clustering strategy for enhanced protocol reverse engineering
Expert Systems with Applications·2025
Combining model learning and formal analysis: A framework for protocol implementation verification
Journal of Information Security and Applications·2025
TMC-GCN: Encrypted Traffic Mapping Classification Method Based on Graph Convolutional Networks
Computers, materials & continua/Computers, materials & continua (Print)·2025· 1 citedOpen Access
DMF: A Deep Multimodal Fusion-Based Network Traffic Classification Model
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
AGLFuzz: Automata-Guided Fuzzing for detecting logic errors in security protocol implementations
Computers & Security·2024· 3 cited
Stateful black-box fuzzing for encryption protocols and its application in IPsec
Computer Networks·2024· 3 cited
Dynamic Differential Testing for Black-Box IPsec Implementations
2024
Combine intra- and inter-flow: A multimodal encrypted traffic classification model driven by diverse features
Computer Networks·2024· 14 cited
An enhanced state-aware model learning approach for security analysis in lightweight protocol implementations
Journal of Cloud Computing Advances Systems and Applications·2024· 1 citedOpen Access
Combine Intra- and Inter-Flow:A Multimodal Encrypted Traffic Classification Model Driven by Diverse Features
SSRN Electronic Journal·2024Open Access
An Automated Security Properties Verification Framework for Cryptographic Protocol Implementations
SSRN Electronic Journal·2024Open Access
PaBiL-Net: Parallel Bidirectional LSTM Network for Mobile Encrypted Traffic Classification
Communications in computer and information science·2024· 1 cited
A Deep Neural Network-Based Classification Scheme for Encrypted and Compressed Traffic
2023
Lattice Enumeration with Discrete Pruning: Improvements, Cost Estimation and Optimal Parameters
Mathematics·2023· 2 citedOpen Access
Application of Discrete Pruned Enumeration in Solving BDD
Symmetry·2023Open Access
Stateful Black-Box Fuzzing for Encryption Protocols and its Application in Ipsec
SSRN Electronic Journal·2023Open Access
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Frequent Co-authors

Yuefei Zhu(14), Fushan Wei(13), Yonghui Zheng(8), Siqi Lu(6), Jiaxing Guo(6), Xinyi Hu(5), Xi Chen(4), Heng Pan(3), Jinlong Fei(3), Yanwei Zhou(3), Yongjuan Wang(3), Yihang Chen(3), Qingjun Yuan(3), Yajuan Zhang(3), Xieli Zhang(3), Wenfen Liu(3), Luan Luan(3), Raylin Tso(2), Takeshi Okamoto(2), Eiji Okamoto(2)