Paper 2024/1534

More Efficient Lattice-based OLE from Circuit-private Linear HE with Polynomial Overhead

Abstract

We present a new and efficient method to obtain circuit privacy for lattice-based linearly homomorphic encryptions (LHE). In particular, our method does not involve noise-flooding with exponetially large errors or iterative bootstrapping. As a direct result, we obtain a semi-honest oblivious linear evaluation (OLE) protocol with the same efficiency, reducing the communication cost of the prior state of the art by 50%. Consequently, the amortized time of our protocol improves the prior work by 33% under 100Mbps network setting. Our semi-honest OLE is the first to achieve both concrete efficiency and asymptotic quasi-optimality. Together with an extension of the recent zero-knowledge proof of plaintext knowledge, our LHE yields actively-secure OLE with 2.7x reduced communication from the prior work. When applied to Overdrive (Eurocrypt '18), an MPC preprocessing protocol, our method provides 1.4x improvement in communication over the state of the art.