Challenges in GenAI and Authentication: a scoping review
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866909690396409856 |
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| author | Bezerra, Wesley dos Reis Bezerra, Lais Machado Westphall, Carlos Becker |
| author_facet | Bezerra, Wesley dos Reis Bezerra, Lais Machado Westphall, Carlos Becker |
| contents | Authentication and authenticity have been a security challenge since the beginning of information sharing, especially in the context of digital information. With the advancement of generative artificial intelligence, these challenges have evolved, demanding a more up-to-date analysis of their impacts on society and system security. This work presents a scoping review that analyzed 88 documents from the IEEExplorer, Scopus, and ACM databases, promoting an analysis of the resulting portfolio through six guiding questions focusing on the most relevant work, challenges, attack surfaces, threats, proposed solutions, and gaps. Finally, the portfolio articles are analyzed through this guiding research lens and also receive individualized analysis. The results consistently outline the challenges, gaps, and threats related to images, text, audio, and video, thereby supporting new research in the areas of authentication and generative artificial intelligence. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2507_11775 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Challenges in GenAI and Authentication: a scoping review Bezerra, Wesley dos Reis Bezerra, Lais Machado Westphall, Carlos Becker Cryptography and Security Artificial Intelligence Authentication and authenticity have been a security challenge since the beginning of information sharing, especially in the context of digital information. With the advancement of generative artificial intelligence, these challenges have evolved, demanding a more up-to-date analysis of their impacts on society and system security. This work presents a scoping review that analyzed 88 documents from the IEEExplorer, Scopus, and ACM databases, promoting an analysis of the resulting portfolio through six guiding questions focusing on the most relevant work, challenges, attack surfaces, threats, proposed solutions, and gaps. Finally, the portfolio articles are analyzed through this guiding research lens and also receive individualized analysis. The results consistently outline the challenges, gaps, and threats related to images, text, audio, and video, thereby supporting new research in the areas of authentication and generative artificial intelligence. |
| title | Challenges in GenAI and Authentication: a scoping review |
| topic | Cryptography and Security Artificial Intelligence |
| url | https://arxiv.org/abs/2507.11775 |