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Few-Shot Open-Set Ransomware Detection Through Meta-Learning and Energy-Based Modeling.

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Title: Few-Shot Open-Set Ransomware Detection Through Meta-Learning and Energy-Based Modeling.
Authors: Fan, Yun-Yi1, Chiang, Cheng-Yu1,2, Lee, Jung-San1,2, leejs@fcu.edu.tw
Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 5, p2364, 27p
Database: Applied Science & Technology Source
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      – Type: doi
        Value: 10.3390/app16052364
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      – Code: eng
        Text: English
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        PageCount: 27
        StartPage: 2364
    Titles:
      – TitleFull: Few-Shot Open-Set Ransomware Detection Through Meta-Learning and Energy-Based Modeling.
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            NameFull: Fan, Yun-Yi
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            NameFull: Chiang, Cheng-Yu
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            – D: 01
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              Text: Mar2026
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              Y: 2026
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