Exploring the Pitfalls of Black Boxes in Media Forensics: A Case Study in Source Camera Identification
The increasing reliance on deep models as black-box solutions raises critical concerns, particularly in media forensics, where explainability and robustness are essential. These models often fail to address biases in experimental design, potentially yielding misleading conclusions. To combat these r...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10975061/ |
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