Paper 2015/345

Two Round Multiparty Computation via Multi-Key FHE

Pratyay Mukherjee and Daniel Wichs


We construct a general multiparty computation (MPC) protocol with only two rounds of interaction in the common random string model, which is known to be optimal. In the honest-but-curious setting we only rely on the learning with errors (LWE) assumption, and in the fully malicious setting we additionally assume the existence of non-interactive zero knowledge arguments (NIZKs). Previously, Asharov et al. (EUROCRYPT '12) showed how to achieve three rounds based on LWE and NIZKs, while Garg et al. (TCC '14) showed how to achieve the optimal two rounds based on indistinguishability obfuscation, but it was unknown if two rounds were possible under standard assumptions without obfuscation. Our approach relies on ``multi-key fully homomorphic encryption (MFHE)", introduced by Lopez-Alt et al. (STOC '12), which enables homomorphic computation over data encrypted under different keys. We present a construction of MFHE based on LWE that significantly simplifies a recent scheme of Clear and McGoldrick (CRYPTO '15). We then extend this construction to allow for a one-round distributed decryption of a multi-key ciphertext. Our entire MPC protocol consists of the following two rounds: 1. Each party individually encrypts its input under its own key and broadcasts the ciphertext. All parties can then homomorphically compute a multi-key encryption of the output. 2. Each party broadcasts a partial decryption of the output using its secret key. The partial decryptions can be combined to recover the output in plaintext.

Available format(s)
Public-key cryptography
Publication info
Preprint. MINOR revision.
Full Homomorphic EncryptionMPC
Contact author(s)
pratyay85 @ gmail com
2016-02-28: last of 7 revisions
2015-04-22: received
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      author = {Pratyay Mukherjee and Daniel Wichs},
      title = {Two Round Multiparty Computation via Multi-Key FHE},
      howpublished = {Cryptology ePrint Archive, Paper 2015/345},
      year = {2015},
      note = {\url{}},
      url = {}
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