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SVP

Shortest Vector Problem

Find a shortest nonzero lattice vector.

Classical · worst case

Exact Euclidean SVP on arbitrary full-rank lattices

20 results · 18 papers
ClassicalProvableWorst case2c n + o(n)
#PUBLICATION / AUTHORSDATETIME BOUNDSPACE BOUNDEVIDENCE
1Superlattice methods for the shortest vector problem and discrete Gaussian samplingMinki Hhan · Jiseung Kim · Sunyeop Kim · Thijs LaarhovenePrint 2026/2761SourceBibTeX / detailsarbitrary lattices Euclidean4 Nov 202620.409 n + o(n)20.259 n + o(n)PreprintSource checked
2Gaussian Difference Dynamics: Breaking the 2^(n/2) Barrier for the Shortest Vector Problem and Discrete Gaussian SamplingYiming Gao · Xuyuan Han · Honggang HuePrint 2026/2690SourceBibTeX / detailsarbitrary lattices Euclidean30 Oct 202620.4130 n + o(n)20.3138 n + o(n)PreprintSource checked
3Finding a Shortest Vector and More in 2^(n/2+o(n)) Time using q-ary Coset Difference TreeMinki HhanePrint 2026/1859SourceBibTeX / detailsarbitrary lattices Euclidean2 Sept 20262n/2 + o(n)20.5 n + o(n)PreprintSource checked
4Solving the Shortest Vector Problem in 2^(0.6039n) Time via Mid-point HessianMinki HhanePrint 2026/1597SourceBibTeX / detailsarbitrary lattices Euclidean3 Aug 202620.6039 n + o(n)20.5 n + o(n)PreprintSource checked
5Solving the Shortest Vector Problem in 2^(0.7314n+o(n)) Time via Discrete Gaussian Sampling on SuperlatticesYiming Gao · Yansong Feng · Honggang HuePrint 2026/1587SourceBibTeX / detailsarbitrary lattices Euclidean3 Aug 202620.7314 n + o(n)20.5 n + o(n)PreprintSource checked
6One Discrete Gaussian Sample in 2^{n/2+o(n)} TimeJiseung KimarXiv 2608.03220SourceBibTeX / detailsclassical provable arbitrary lattices discrete Gaussian sampling random superlattices4 Aug 20262c₀ n + o(n), c₀ ≈ 0.73152n/2 + o(n)PreprintSource checked
7Solving the Shortest Vector Problem in 2^n Time via Discrete Gaussian SamplingDivesh Aggarwal · Daniel Dadush · Oded Regev · Noah Stephens-DavidowitzSTOC 2015SourceBibTeX / detailsarbitrary lattices Euclidean26 Dec 20142n + o(n)21 n + o(n)PublishedSource checked
7Just Take the Average! An Embarrassingly Simple 2^n-Time Algorithm for SVP (and CVP)Divesh Aggarwal · Noah Stephens-DavidowitzSOSA 2018SourceBibTeX / detailsclassical provable arbitrary lattices5 Sept 201721 n + o(n)21 n + o(n)PublishedSource checked
9Improved Classical and Quantum Algorithms for the Shortest Vector Problem via Bounded Distance DecodingDivesh Aggarwal · Yanlin Chen · Rajendra Kumar · Yixin ShenSIAM Journal on Computing 2025SourceBibTeX / detailsprovable time-space tradeoff10 May 202221.669 n + o(n)20.5 n + o(n)PublishedSource checked
10A Deterministic Single Exponential Time Algorithm for Most Lattice Problems Based on Voronoi Cell ComputationsDaniele Micciancio · Panagiotis VoulgarisSIAM Journal on Computing 2013SourceBibTeX / detailsarbitrary lattices Euclidean201122 n + o(n)21 n + o(n)PublishedSource checked
11Space-efficient classical and quantum algorithms for the shortest vector problemYanlin Chen · Kai-Min Chung · Ching-Yi LaiQuantum Information and Computation 2018SourceBibTeX / detailsclassical provable arbitrary lattices time–space trade-off half-exponential space31 Aug 201722.05 n + o(n)20.5 n + o(n)PublishedSource checked
12Faster provable sieving algorithms for the Shortest Vector Problem and the Closest Vector Problem on lattices in ℓ_p normPriyanka MukhopadhyayAlgorithms 2021SourceBibTeX / detailsclassical provable arbitrary lattices9 Jul 201922.25 n + o(n)—PublishedSource checked
13Solving the Shortest Lattice Vector Problem in Time 2^(2.465n)Xavier Pujol · Damien StehléePrint 2009/605SourceBibTeX / detailsarbitrary lattices Euclidean9 Dec 200922.465 n + o(n)21.233 n + o(n)PublishedSource checked
14Algorithms for the Shortest and Closest Lattice Vector ProblemsGuillaume Hanrot · Xavier Pujol · Damien StehléIWCC 2011SourceBibTeX / detailsclassical provable arbitrary lattices201322.648 n + o(n)21.325 n + o(n)PublishedSource checked
15Faster exponential time algorithms for the shortest vector problemDaniele Micciancio · Panagiotis VoulgarisSODA 2010SourceBibTeX / detailsclassical provable arbitrary lattices10 Aug 200923.199 n + o(n)21.325 n + o(n)PublishedSource checked
16Algorithms for the Shortest and Closest Lattice Vector ProblemsGuillaume Hanrot · Xavier Pujol · Damien StehléIWCC 2011SourceBibTeX / detailsclassical provable arbitrary lattices201323.397 n + o(n)21.984 n + o(n)PublishedSource checked
17Sieve Algorithms for the Shortest Vector Problem are PracticalPhong Q. Nguyen · Thomas VidickJournal of Mathematical Cryptology 2008SourceBibTeX / detailsclassical provable arbitrary lattices11 Sept 200825.9 n + o(n)22.95 n + o(n)PublishedSource checked
182^{O(n)}-time algorithm for SVPOded Regev · Michael KhanevskyLattices in Computer Science, Lecture 8 2004SourceBibTeX / detailsclassical provable arbitrary lattices2004216 n + o(n)28 n + o(n)PreprintSource checked
—A sieve algorithm for the shortest lattice vector problemMiklós Ajtai · Ravi Kumar · Dandapani SivakumarSTOC 2001SourceBibTeX / detailsclassical provable arbitrary lattices6 Jul 20012O(n)2O(n)PublishedSource checked
—Faster exponential time algorithms for the shortest vector problemDaniele Micciancio · Panagiotis VoulgarisSODA 2010SourceBibTeX / detailsclassical provable arbitrary lattices time–space trade-off10 Aug 20092O(n)21.095 n + o(n)PublishedSource checked
Comparison definition & assumptions
Regime
Exact Euclidean SVP on arbitrary full-rank lattices
Computation
Classical
Rigor
Provable
Instances
Worst case
Cost scale
2^{c n + o(n)}
Parameter
n
Description
The history of proven asymptotic bounds for exact SVP. Recent preprints remain explicitly marked.
Comparison rules
Return a shortest nonzero vector in an arbitrary n-dimensional Euclidean lattice. Compare the coefficient c in 2^{c n+o(n)} time; polynomial input-size factors are suppressed. Record space separately.
Tags
arbitrary lattices, Euclidean