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    1
    ExDF: Explained Deepfake Detection with Vision Language Model
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Shu-Tzu Lo   Advisor: Kai-Lung Hua
    • The rapid progress in generative AI has raised concerns about the misuse of generated data, especia…
    • Clicks: 536  Downloads: 0 
    • Full text public date 2026/07/19 (Intranet public)
    • Full text public date 2026/07/19 (Internet public)
    • Full text public date 2029/07/19 (National library)

    2
    Generalized Image-based Deepfake Detection through Foundation Model Adaptation
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Tai-Ming Huang   Advisor: Kai-Lung Hua
    • Generative AI and synthetic imaging have always been one of the important fields in computer vision…
    • Clicks: 546  Downloads: 0 
    • Full text public date 2025/08/01 (Intranet public)
    • Full text public date 2025/08/01 (Internet public)
    • Full text public date 2025/08/01 (National library)

    3
    Multi-Task Self-Blended Images for Face Forgery Detection
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Po-Han Huang   Advisor: Kai-Lung Hua
    • Deepfake detection has attracted extensive attention due to wide-spread forged images on social med…
    • Clicks: 769  Downloads: 0 
    • Full text public date 2025/08/09 (Intranet public)
    • Full text public date 2025/08/09 (Internet public)
    • Full text public date 2025/08/09 (National library)

    4
    A Deepfake Detection Method Based on Self-Blended Images and Error Level Analysis
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Min-Yen Tsai   Advisor: Po-Chun Huang
    • In recent years, with the rapid development of Generative Adversarial Networks (GANs) and deep lear…
    • Clicks: 334  Downloads: 0 
    • Full text public date 2030/08/19 (Intranet public)
    • Full text public date 2030/08/19 (Internet public)
    • Full text public date 2030/08/19 (National library)

    5
    Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model.
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Yue-Hua Han   Advisor: Kai-Lung Hua
    • The emergence of deep learning has led to generative models that can create highly realistic synthe…
    • Clicks: 288  Downloads: 0 
    • Full text public date 2029/02/01 (Intranet public)
    • Full text public date 2029/02/01 (Internet public)
    • Full text public date 2029/02/01 (National library)
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