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The theory community has worked on Secure Multiparty Computation (SMC)
for more than two decades, and has produced many protocols for many
settings. One common thread in these works is that the protocols
cannot use a Trusted Third Party (TTP), even though this is
conceptually the simplest and most general solution. Thus, current
protocols involve only the direct players---we call such protocols
self-reliant. They often use blinded boolean circuits, which has
several sources of overhead, some due to the circuit representation
and some due to the blinding.
However, secure coprocessors like the IBM 4758 have actual security properties similar to ideal TTPs. They also have little RAM and a slow CPU.We call such devices Tiny TTPs. The availability of real tiny TTPs opens the door for a different approach to SMC problems. One major challenge with this approach is how to execute large programs on large inputs using the small protected memory of a tiny TTP, while preserving the trust properties that an ideal TTP provides. In this thesis we have investigated the use of real TTPs to help with the solution of SMC problems.
We start with the use of such TTPs to solve the Private Information Retrieval (PIR) problem, which is one important instance of SMC. Our implementation utilizes a 4758. The rest of the thesis is targeted at general SMC. Our SMC system, Faerieplay, moves some functionality into a tiny TTP, and thus avoids the blinded circuit overhead.
Faerieplay consists of a compiler from high-level code to an arithmetic circuit with special gates for efficient indirect array access, and a virtual machine to execute this circuit on a tiny TTP while maintaining the typical SMC trust properties. We report on Faerieplay's security properties, the specification of its components, and our implementation and experiments. These include comparisons with the Fairplay circuit-based two-party system, and an implementation of the Dijkstra graph shortest path algorithm. We also provide an implementation of an oblivious RAM which supports similar tiny TTP-based SMC functionality but using a standard RAM program. Performance comparisons show Faerieplay's circuit approach to be considerably faster, at the expense of a more constrained programming environment when targeting a circuit.
Dissertation. Advisor: Sean Smith
Bibliographic citation for this report: [plain text] [BIB] [BibTeX] [Refer]
Or copy and paste:
Alexander Iliev, "Hardware-Assisted Secure Computation." Dartmouth Computer Science Technical Report TR2009-659, August 2009.
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