Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics
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arXiv
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| Auteurs principaux: | , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866909091359621120 |
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| author | Al-Fehani, Maryam Al-Kuwari, Saif |
| author_facet | Al-Fehani, Maryam Al-Kuwari, Saif |
| contents | Image and video forensics have recently gained increasing attention due to the proliferation of manipulated images and videos, especially on social media platforms, such as Twitter and Instagram, which spread disinformation and fake news. This survey explores image and video identification and forgery detection covering both manipulated digital media and generative media. However, media forgery detection techniques are susceptible to anti-forensics; on the other hand, such anti-forensics techniques can themselves be detected. We therefore further cover both anti-forensics and counter anti-forensics techniques in image and video. Finally, we conclude this survey by highlighting some open problems in this domain. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_02089 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics Al-Fehani, Maryam Al-Kuwari, Saif Cryptography and Security Image and video forensics have recently gained increasing attention due to the proliferation of manipulated images and videos, especially on social media platforms, such as Twitter and Instagram, which spread disinformation and fake news. This survey explores image and video identification and forgery detection covering both manipulated digital media and generative media. However, media forgery detection techniques are susceptible to anti-forensics; on the other hand, such anti-forensics techniques can themselves be detected. We therefore further cover both anti-forensics and counter anti-forensics techniques in image and video. Finally, we conclude this survey by highlighting some open problems in this domain. |
| title | Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics |
| topic | Cryptography and Security |
| url | https://arxiv.org/abs/2402.02089 |