Standard Documents

Released versions of the VNN-LIB standard.

Citing the standard

  • Version 2.0 - VNN-LIB 2.0: Rigorous Foundations for Neural Network Verification, A. Roy, A. Antony, A. Gimelli, and M.L. Daggitt, CAV 2026.
  • Version 1.0 - Supporting Standardization of Neural Networks Verification with VNN-LIB and CoCoNet, S. Demarchi, D. Guidotti, L. Pulina and A. Tacchella, FoMLAS 2023.
Document Release date Links
VNN-LIB 2.0 December 15th 2025
VNN-LIB 1.0 November 11th 2022

Specification document and grammar

The VNNLIB-Standard repository contains the source for the standard document, the formal grammar for VNNLIB queries, and the project history.