Gaopeng Gou

1.8k total citations · 1 hit paper
85 papers, 844 citations indexed

About

Gaopeng Gou is a scholar working on Artificial Intelligence, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Gaopeng Gou has authored 85 papers receiving a total of 844 indexed citations (citations by other indexed papers that have themselves been cited), including 72 papers in Artificial Intelligence, 64 papers in Computer Networks and Communications and 29 papers in Signal Processing. Recurrent topics in Gaopeng Gou's work include Internet Traffic Analysis and Secure E-voting (68 papers), Network Security and Intrusion Detection (62 papers) and Advanced Malware Detection Techniques (29 papers). Gaopeng Gou is often cited by papers focused on Internet Traffic Analysis and Secure E-voting (68 papers), Network Security and Intrusion Detection (62 papers) and Advanced Malware Detection Techniques (29 papers). Gaopeng Gou collaborates with scholars based in China, Australia and Hong Kong. Gaopeng Gou's co-authors include Gang Xiong, Junzheng Shi, Xinjie Lin, Chang Liu, Zhen Li, Jing Yu, Zhen Li, Mingxin Cui, Huijun Liu and Sijia Li and has published in prestigious journals such as Neurocomputing, IEEE Transactions on Information Forensics and Security and Computer Networks.

In The Last Decade

Gaopeng Gou

69 papers receiving 817 citations

Hit Papers

ET-BERT: A Contextualized Datagram Representation with Pr... 2022 2026 2023 2024 2022 50 100 150
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification
    2022 183 citations Xinjie Lin, Gang Xiong et al. profile →

Peers

Gaopeng Gou
Gang Xiong China
Yongzheng Zhang China
Bruhadeshwar Bezawada United States
Daisuke Inoue Japan
Steffen Wendzel Germany
Mohammad Saiful Islam Mamun Bangladesh
Marc Ph. Stoecklin United States
Shanqing Guo China
Adam Radford Australia
Andriy Panchenko Germany
Gang Xiong China
Gaopeng Gou
Citations per year, relative to Gaopeng Gou Gaopeng Gou (= 1×) peers Gang Xiong

Countries citing papers authored by Gaopeng Gou

Since Specialization
Citations

This map shows the geographic impact of Gaopeng Gou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gaopeng Gou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gaopeng Gou more than expected).

Fields of papers citing papers by Gaopeng Gou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gaopeng Gou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gaopeng Gou. The network helps show where Gaopeng Gou may publish in the future.

Co-authorship network of co-authors of Gaopeng Gou

This figure shows the co-authorship network connecting the top 25 collaborators of Gaopeng Gou. A scholar is included among the top collaborators of Gaopeng Gou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gaopeng Gou. Gaopeng Gou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Lin, Xinjie, Gang Xiong, Gaopeng Gou, et al.. (2025). Respond to Change With Constancy: Instruction-Tuning With LLM for Non-I.I.D. Network Traffic Classification. IEEE Transactions on Information Forensics and Security. 20. 5758–5773.
2.
3.
Gou, Gaopeng, et al.. (2024). Let gambling hide nowhere: Detecting illegal mobile gambling apps via heterogeneous graph-based encrypted traffic analysis. Computer Networks. 243. 110278–110278. 4 indexed citations
4.
Niu, Weina, et al.. (2024). Malicious Traffic Detection With Noise Labels Based on Cross-Modal Consistency. IEEE Networking Letters. 6(2). 148–151.
5.
Wang, Yongjuan, et al.. (2024). Combine intra- and inter-flow: A multimodal encrypted traffic classification model driven by diverse features. Computer Networks. 245. 110403–110403. 3 indexed citations
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Gou, Gaopeng, et al.. (2024). Enhanced detection of obfuscated HTTPS tunnel traffic using heterogeneous information network. Computer Networks. 257. 110975–110975. 2 indexed citations
8.
Liu, Chang, et al.. (2024). A blind flow fingerprinting and correlation method against disturbed anonymous traffic based on pattern reconstruction. Computer Networks. 254. 110831–110831. 1 indexed citations
9.
Gou, Gaopeng, et al.. (2024). Identifying malicious traffic under concept drift based on intraclass consistency enhanced variational autoencoder. Science China Information Sciences. 67(8). 2 indexed citations
10.
Xiong, Gang, Qing Zhang, Junzheng Shi, et al.. (2023). Few-shot encrypted traffic classification via multi-task representation enhanced meta-learning. Computer Networks. 228. 109731–109731. 11 indexed citations
11.
Cui, Mingxin, et al.. (2023). Zero-relabelling mobile-app identification over drifted encrypted network traffic. Computer Networks. 228. 109728–109728. 2 indexed citations
12.
Zhu, Yuefei, et al.. (2023). BoAu: Malicious traffic detection with noise labels based on boundary augmentation. Computers & Security. 131. 103300–103300. 15 indexed citations
13.
Gou, Gaopeng, et al.. (2023). TGC: Transaction Graph Contrast Network for Ethereum Phishing Scam Detection. Annual Computer Security Applications Conference. 352–365. 7 indexed citations
14.
Gou, Gaopeng, et al.. (2023). MCRe: A Unified Framework for Handling Malicious Traffic With Noise Labels Based on Multidimensional Constraint Representation. IEEE Transactions on Information Forensics and Security. 19. 133–147. 10 indexed citations
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Gou, Gaopeng, et al.. (2023). Covertness Analysis of Snowflake Proxy Request. 1802–1807.
17.
Li, Yunfeng, Gaopeng Gou, Gang Xiong, Zhen Li, & Mingxin Cui. (2023). The Potential Utility of Image Descriptions: User Identity Linkage across Social Networks Based on MultiModal Self-Attention Fusion. abs/1412.3555. 265–273. 1 indexed citations
18.
Cai, Wei, et al.. (2022). METC-MVAE: Mobile Encrypted Traffic Classification With Masked Variational Autoencoders. 1422–1429. 2 indexed citations
19.
Gou, Gaopeng, et al.. (2020). WF-GAN: Fighting Back Against Website Fingerprinting Attack Using Adversarial Learning. 1–7. 20 indexed citations
20.
Chen, Yutong, Zhen Li, Junzheng Shi, et al.. (2020). Not Afraid of the Unseen: a Siamese Network based Scheme for Unknown Traffic Discovery. 1–7. 18 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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