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We investigate the problem of privately recovering a single erasure for Reed-Solomon codes with low communication bandwidths. For an code with , we construct a repair scheme that allows a client to recover an arbitrary codeword symbol without leaking its index to any set of colluding helper nodes at a repair bandwidth of sub-symbols in . When , this reduces to the bandwidth of existing repair schemes based on subspace polynomials. We prove the optimality of the proposed scheme when under a reasonable assumption about the schemes being used. Our private repair scheme can also be transformed into a private retrieval scheme for data encoded by Reed-Solomon codes.

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