The post AI Needs Privacy And a Smarter Way to Work with Sensitive Data appeared first on Coinpedia Fintech News
Data is an integral part of industries like healthcare, real estate, and banking. As these industries are sensitive, it’s important to keep the data protected.
It is risky to share sensitive information such as rental contracts and health records. If the data leaks, it can lead to security issues, lawsuits, and other trust-related problems.
AI has evolved, and there are new ways through which AI can access data without altering it.
The Rise of Federated Learning
AI has evolved, and there are new ways through which AI can access data without altering it.
This new idea is the federated learning concept, or training of an AI model on decentralized data. Every participant keeps their data locally; however, the AI learns from it anyway. It has already been applied in big organizations, hospitals optimizing diagnostic devices, and banks improving the fraud detecti
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