Exploring responsible applications of Synthetic Data to advance Online Safety Research and Development
Fuente:
arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866929236526235648 |
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| author | Johansson, Pica Bright, Jonathan Krishna, Shyam Fischer, Claudia Leslie, David |
| author_facet | Johansson, Pica Bright, Jonathan Krishna, Shyam Fischer, Claudia Leslie, David |
| contents | The use of synthetic data provides an opportunity to accelerate online safety research and development efforts while showing potential for bias mitigation, facilitating data storage and sharing, preserving privacy and reducing exposure to harmful content. However, the responsible use of synthetic data requires caution regarding anticipated risks and challenges. This short report explores the potential applications of synthetic data to the domain of online safety, and addresses the ethical challenges that effective use of the technology may present. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_04910 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Exploring responsible applications of Synthetic Data to advance Online Safety Research and Development Johansson, Pica Bright, Jonathan Krishna, Shyam Fischer, Claudia Leslie, David Computers and Society The use of synthetic data provides an opportunity to accelerate online safety research and development efforts while showing potential for bias mitigation, facilitating data storage and sharing, preserving privacy and reducing exposure to harmful content. However, the responsible use of synthetic data requires caution regarding anticipated risks and challenges. This short report explores the potential applications of synthetic data to the domain of online safety, and addresses the ethical challenges that effective use of the technology may present. |
| title | Exploring responsible applications of Synthetic Data to advance Online Safety Research and Development |
| topic | Computers and Society |
| url | https://arxiv.org/abs/2402.04910 |