India proposes DEPA framework to train AI models on local data without moving it

India's Ministry of Electronics and Information Technology has outlined the DEPA for AI Training framework, in which Training Data Providers such as hospitals and banks share anonymised, encrypted data with Data Exchange Platforms. Training Data Consumers then train models inside hardware-based secure data environments, with differential privacy and immutable audit logging. The framework is a proposal and its implementation timeline is unclear.

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