Paper 2026/1680

New Results on the Density of Irreducible NFSRs

Daoyuan Zhang, University of Chinese Academy of Sciences
Dongdai Lin, University of Chinese Academy of Sciences
Abstract

Nonlinear feedback shift registers (NFSRs) are fundamental building blocks for modern stream-cipher constructions. An $n$-stage NFSR $f$ is classified as irreducible when the output sequence set of $f$ does not contain the output family of any NFSR of order less than $n$. Existing research has established upper and lower bounds for the density of irreducible NFSRs, confining this value within the range of 0.4461 to 0.4834. This study tightens these bounding intervals with high accuracy, reducing the original 0.04 gap down to only $8\times10^{-6}$.

Note: This preprint corresponds to the work under review at IEEE Transactions on Information Theory. Revisions will be synchronized with the journal submission process.

Metadata
Available format(s)
PDF
Category
Foundations
Publication info
Preprint.
Keywords
Nonlinear feedback shift register (NFSR)irreducible NFSRdensity estimationBoolean NullstellensatzGroebner basisstream ciphers.
Contact author(s)
zhangdaoyuan @ iie ac cn
ddlin @ iie ac cn
History
2026-08-15: approved
2026-08-13: received
See all versions
Short URL
https://ia.cr/2026/1680
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2026/1680,
      author = {Daoyuan Zhang and Dongdai Lin},
      title = {New Results on the Density of Irreducible {NFSRs}},
      howpublished = {Cryptology {ePrint} Archive, Paper 2026/1680},
      year = {2026},
      url = {https://eprint.iacr.org/2026/1680}
}
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