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Published bySharlene Watson Modified over 6 years ago
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New Locally Decodable Codes and Private Information Retrieval Schemes
Sergey Yekhanin
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LDCs and PIRs Definition: A code C encoding n bits to N bits is called q LDC if every bit of the message can be recovered (w.h.p.) by a randomized decoder reading only q bits of the encoding even after some constant fraction of the encoding has been corrupted. Definition: A q server PIR protocol is a protocol between a user and q non-communicating servers holding an n bit database D, that allows the user to retrieve any bit Di, while leaking no information about i to any server.
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LDCs: progress q Lower bound Upper bound 1 Do not exist [KT] 2
Exp(n) [KdW] Exp(n) [Folklore] 3 Ω(n3/2) [KT] Ω(n2/log2 n) [KdW] Ω(n2/log n) [W] Exp(n1/2) [BIK] Exp(n1/32,582,657) [Y] Exp(nO(1/log log n)) [Y] Exp(nO(1/log1-ε log n)) [Y]
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PIRs: progress q Lower bound Upper bound 1 Θ(n) [CGKS] 2 5 log n [WdW]
O(n1/3) [CGKS] 3 O(n1/5) [A] O(n1/5.25) [BIKR] O(n1/32,582,658) [Y] O(nO(1/log log n)) [Y] O(nO(1/log1-ε log n)) [Y]
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Proof overview Goal: 3 query LDCs of length Exp(n1/3)
Regular Intersecting Families (RIFs) RIFs yield LDCs Basic linear-algebraic construction of RIFs Combinatorial and algebraic niceness of sets Main construction of RIFs
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