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- Le Gai
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links:
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email: gl25@mails.tsinghua.edu.cn
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home-page: https://xdugaile.github.io/
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home-page: https://legai325.github.io/
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orcid: https://orcid.org/0009-0004-7174-4389
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github: https://github.com/LeGai325
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2020
I am now pursuing my **PhD program** at the Institute for Network Sciences and Cyberspace(INSC), **[Tsinghua University](https://www.tsinghua.edu.cn/)**. I am a member of the [Network Architecture and Measurement Group](https://thuname.github.io/lab-website/), advised by **Assistant Research Professor [Lin He](https://helinhl.github.io/)**, and under the leadership of **Prof. [Ying Liu.](https://www.insc.tsinghua.edu.cn/info/1157/2456.htm)**
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My recent work focuses on the following research topics. If you would like to discuss anything, please feel free to contact me.
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My recent work focuses on the following research topics. If you would like to discuss anything, please feel free to contact me. For more new information, you may take a look at my [Homepage](https://legai325.github.io/).
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- **Tunnel Protocol and IP Source Address Validation**
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- **Feature Engineering-based Ransomware Detection Methods**
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- **Network Space Mapping and Internet Architecture**
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## Research
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- [DawnGNN: Documentation augmented windows malware detection using graph neural network.](https://www.sciencedirect.com/science/article/abs/pii/S0167404824000890)
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Pengbin Feng, **Le Gai**, Li Yang, Qin Wang, Teng Li, Ning Xi, Jianfeng Ma. Computers & Security, 2024: 103788.
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- **[USENIX Security 26]** **Le Gai**, Zedong Jia, Lin He, Daguo Cheng, Chentian Wei, Ying Liu.
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TED: Abusing Tunnel Hosts and IPv6 Extension Headers for Pulsing DoS Attacks.
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**USENIX Security 26**, Baltimore, USA, 12 – 14 August 2026.
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- **[INFOCOM 26]** Daguo Cheng, Zedong Jia, Ying Liu, Lin He, **Le Gai**, et al.
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Divide, Predict, Conquer: Adaptive Internet-wide Service Discovery with Limited Seeds.
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**INFOCOM 26**, Tokyo, Japan, 18 - 21 May 2026.
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- **[ChinaSoft 24]** Ning Zhang, **Le Gai**, Pengbin Feng.
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Fast Calculation of National Commercial Cryptographic Algorithm Based on RISC-V Processing Core.
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**ChinaSoft 24**(Oral), Xi'an, China, 15-17 November 2024.
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- Pengbin Feng, **Le Gai**, Li Yang, Qin Wang, Teng Li, Ning Xi, Jianfeng Ma. [DawnGNN: Documentation augmented windows malware detection using graph neural network.](https://www.sciencedirect.com/science/article/abs/pii/S0167404824000890) Computers & Security, 2024: 103788.

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