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by Analog24
2402 days ago
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There are definitely compelling use-cases and there are people working on it (though not me). Developing tools/systems to handle sensitive data in a secure way is extremely expensive and time consuming. If you can create data collection and model training pipelines that can operate effectively with just encrypted data then you greatly reduce the number of vulnerabilities (e.g. fewer employees need to actually see the sensitive data and fewer points of attack on the system itself). There are certainly a number of factors to consider besides data security when evaluating the practicality of such an approach but I just wanted to confirm that it was technically possible before getting in to any of that. Thanks for your response and the post, I knew almost nothing about HE before today. |
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