3 papers
cs.SE2025
Floating-Point Neural Network Verification at the Software Level
Edoardo Manino, Bruno Farias, Rafael Sá Menezes +2
The behaviour of neural network components must be proven correct before deployment in safety-critical systems. Unfortunately, existing neural network verification techniques canno…
cs.SE2024
ESBMC-Python: A Bounded Model Checker for Python Programs
Bruno Farias, Rafael Menezes, Eddie B. de Lima Filho +2
This paper introduces a tool for verifying Python programs, which, using type annotation and front-end processing, can harness the capabilities of a bounded model-checking (BMC) pi…
cs.SE2023
ESBMC v7.4: Harnessing the Power of Intervals
Rafael Menezes, Mohannad Aldughaim, Bruno Farias +9
ESBMC implements many state-of-the-art techniques for model checking. We report on new and improved features that allow us to obtain verification results for previously unsupported…