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- W2079471840 abstract "In this paper we study the security definitions and methods for transformation-based outsourcing of linear programming. The recent attacks have shown the deficiencies of existing security definitions; thus we propose a stronger, indistinguishability-based definition of security of problem transformations that is very similar to IND-CPA security of encryption systems. We will study the realizability of this definition for linear programming and find that barring radically new ideas, there cannot exist transformations that are secure information-theoretically or even computationally. We conclude that for solving linear programming problems in privacy-preserving manner, cryptographic methods for securely implementing Simplex or some other linear programming solving algorithm are the only viable approach." @default.
- W2079471840 created "2016-06-24" @default.
- W2079471840 creator A5009632286 @default.
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- W2079471840 date "2013-11-08" @default.
- W2079471840 modified "2023-10-18" @default.
- W2079471840 title "On the (Im)possibility of privately outsourcing linear programming" @default.
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- W2079471840 doi "https://doi.org/10.1145/2517488.2517490" @default.
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