研究论文

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection

Md Abrar Jahin, Shahriar Soudeep, Fahmid Al Farid, M. F. Mridha, Raihan Kabir, Md. Rashedul Islam, Hezerul Abdul Karim

University of Southern California　Okinawa Institute of Science and Technology Graduate University　American International University-Bangladesh　Multimedia University

来源Lecture notes in computer science

年份2025

DOI10.1007/978-981-96-8892-0_35

原文https://doi.org/10.1007/978-981-96-8892-0_35

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摘要与影响

摘要 · 节选

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逐年被引趋势

840

826

关键指标

被引次数 · OpenAlex

20.10

领域内被引倍数
同类平均 = 1

前 0.5%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

Network Security and Intrusion Detection

Internet Traffic Analysis and Secure E-voting · Advanced Malware Detection Techniques

参考文献 21

Comparative analysis of machine learning algorithms along with classifiers for network intrusion detection

Sumouli Choudhury, Anirban Bhowal · 2015

被引 131

Data mining and machine learning—Towards reducing false positives in intrusion detection

Tadeusz Pietraszek, Axel Tanner · Information Security Technical Report · 2005

被引 120

Comparison deep learning method to traditional methods using for network intrusion detection

Bo Dong, Xue Wang · 2016

被引 280

此处列出前 3 条

引用本文 14

AFL-SecNet: An adaptive federated learning framework for secure and privacy-preserving network traffic analysis

Abida Naz, Irshad Ullah, Muhammad Uzair · Peer-to-Peer Networking and Applications · 2025

被引 5

Fair client selection and encrypted aggregation: a federated learning framework for intrusion detection in resource-constrained networks

Rokaya Akter, Bian Naizheng, Irshad Ullah · Cluster Computing · 2026

被引 3

CTGAD-X: Explainable Contrastive Learning on Temporal Graphs for Advanced Threat Detection

Hafiz Bilal Ahmad, Haichang Gao, Naila Latif · IEEE Transactions on Dependable and Secure Computing · 2026

被引 1

按被引量排序，此处列出前 3 条

研究论文

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection

Md Abrar Jahin, Shahriar Soudeep, Fahmid Al Farid, M. F. Mridha, Raihan Kabir, Md. Rashedul Islam, Hezerul Abdul Karim

University of Southern California　Okinawa Institute of Science and Technology Graduate University　American International University-Bangladesh　Multimedia University

来源Lecture notes in computer science

年份2025

DOI10.1007/978-981-96-8892-0_35

原文https://doi.org/10.1007/978-981-96-8892-0_35

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

840

826

关键指标

被引次数 · OpenAlex

20.10

领域内被引倍数
同类平均 = 1

前 0.5%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

计算机 / AI

Network Security and Intrusion Detection

Internet Traffic Analysis and Secure E-voting · Advanced Malware Detection Techniques

参考文献 21

Comparative analysis of machine learning algorithms along with classifiers for network intrusion detection

Sumouli Choudhury, Anirban Bhowal · 2015

被引 131

Data mining and machine learning—Towards reducing false positives in intrusion detection

Tadeusz Pietraszek, Axel Tanner · Information Security Technical Report · 2005

被引 120

Comparison deep learning method to traditional methods using for network intrusion detection

Bo Dong, Xue Wang · 2016

被引 280

此处列出前 3 条

引用本文 14

AFL-SecNet: An adaptive federated learning framework for secure and privacy-preserving network traffic analysis

Abida Naz, Irshad Ullah, Muhammad Uzair · Peer-to-Peer Networking and Applications · 2025

被引 5

Fair client selection and encrypted aggregation: a federated learning framework for intrusion detection in resource-constrained networks

Rokaya Akter, Bian Naizheng, Irshad Ullah · Cluster Computing · 2026

被引 3

CTGAD-X: Explainable Contrastive Learning on Temporal Graphs for Advanced Threat Detection

Hafiz Bilal Ahmad, Haichang Gao, Naila Latif · IEEE Transactions on Dependable and Secure Computing · 2026

被引 1

按被引量排序，此处列出前 3 条