Wenling Liu

dblp:55/6969 · DBLP profile ↗
← Back
4ranked-venue papers
1as first author
2since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Security and privacy · 3 · 1 first-author · 2 since 2021Artificial intelligence and machine learning · 1
YearPublicationVenuePosition
2025 Improving the Efficiency of Private Function Evaluation via Optimized Universal Circuits
abstract
Private Function Encryption (PFE) enables two parties, one holding a private input$x$and the other in possession of a private function$f$, to compute$f(x)$in such that each party learns nothing substantial beyond$f(x)$. PFE is typically achieved by evaluating Yao's two-party computation protocol over a universal circuit that encodes the private function into a private input. Thus, the efficiency of the PFE protocol highly relies on the size of the underlying universal circuit. A universal circuit (UC) is a general-purpose circuit that can simulate arbitrary circuits (up to a certain size$n$). In 1976, Valiant provided a recursive construction of universal circuits and gave a theoretical construction of UC of asymptotic (multiplicative) size$4.75 n\log n$respectively, which matches the asymptotic lower bound$\Omega (n\log n)$up to some constant factor. More recently, (Kiss et al. 2016) validated the practicality of universal circuits in real-world privacy-preserving applications. Subsequent work by (Günther et al. 2017) and (Alhassan et al. 2020) enhanced UCs’ practicality through hybrid constructions with various optimizations. This work focuses on optimizing the size efficiency of universal circuits. Our contributions are three-fold:•Optimized component:We first optimize the underlying component of Valiant's universal circuits to achieve an asymptotic size of$4.5 n\log n$4.5nlogn.•More efficient framework:We propose an improved framework for constructing universal circuits, under which we give a UC construction of asymptotic size$3n\log n$3nlogn. This improves the previous state-of-the-art construction by 33%, which corresponds to the same fraction of reduction in the communication cost of UC-based PFE protocols.•Tigher lower bound:To complement our constructive results, we show that the (multiplicative) size of the universal circuits is lower bounded by$2n\log n$2nlogn.We implement the 2-way universal circuits and evaluate their performance against other implementations, confirming our theoretical analysis.
Shuoyao Zhao, Yu Yu 0001, Jiang Zhang 0001, Wenling Liu, Zhenkai Hu
IEEE Trans. Dependable Secur. Comput.5
2021 Pushing the Limits of Valiant's Universal Circuits: Simpler, Tighter and More Compact
Yu Yu 0001, Shuoyao Zhao, Jiang Zhang 0001, Wenling Liu, Zhenkai Hu
CRYPTO (2)5
2020 A Lattice-Based Key-Insulated and Privacy-Preserving Signature Scheme with Publicly Derived Public Key
Wenling Liu, Zhen Liu 0008, Khoa Nguyen 0002, Guomin Yang, Yu Yu 0001
ESORICS (2)1
2004 Document Clustering Algorithm Based on Tree-Structured Growing Self-Organizing Feature Map
Xiaoshen Zheng, Wenling Liu, Pilian He, Weidi Dai
ISNN (1)2