FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy

Xingtong Liu, Meng Shen 0001, Laizhong Cui, Ke Ye, Jizhe Jia, Guangchun Yue. FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy. In IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022, Haikou, China, December 15-18, 2022. pages 425-432, IEEE, 2022. [doi]

Authors

Xingtong Liu

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Meng Shen 0001

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Laizhong Cui

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Ke Ye

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Jizhe Jia

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Guangchun Yue

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