The proposed scheme employs full-column rank encoding matrices to ensure differential privacy, maintaining accuracy and performance without compromising data integrity or reliability.
Rectangular matrices are essential in this architecture to exploit their kernels, which allows for the removal of distortion injected during the user data encoding process.
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