9. of Inference
A neural network makes customer-related decisions, but nobody can really explain to the customers what the model is based on.
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Threat |
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If you are using a neural network to make decisions based on the data of EU citizens, the GDPR requires that you are able to explain why that neural network made a certain decision about them from their data. If you are unable to explain the model itself, it is impossible to explain why the system may have made such a decision. |
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GDPR |
Chapter 1, Art. 4 – 4. Chapter 3, Art. 22 – 1. Recital 71 |
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CCPA & CPRA |
CCPA 1798.185. Regulations (a)(16) |
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OECD |
Part 2, 7. Collection Limitation Principle |
