装甲:保护无法学习的例子免受数据增强的影响

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Updated: Jan 14, 2026

Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training
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Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training

Published on: December 6, 2024

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Xueluan Gong, Yuji Wang, Yanjiao Chen

    IEEE transactions on pattern analysis and machine intelligence
    |January 12, 2026
    PubMed
    概括

    数据增强可以破坏由无法学习的例子保护的私人数据,使深度神经网络 (DNN) 能够学习敏感信息. ARMOR框架有效地防范这些隐私侵犯,确保数据即使在增强后仍然无法学习.

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