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Speeding up static analysis with the split operator.

Authors :
Arceri, Vincenzo
Dolcetti, Greta
Zaffanella, Enea
Source :
International Journal on Software Tools for Technology Transfer. Oct2024, Vol. 26 Issue 5, p573-588. 16p.
Publication Year :
2024

Abstract

In the context of abstract interpretation-based static analysis, we propose a new abstract operator modeling the split of control flow paths: the goal of the operator is to enable a more efficient analysis when using abstract domains that are computationally expensive, having no negative effect on precision, and occasionally resulting in a more precise analysis. We focus on the case of conditional branches guarded by numeric linear constraints, including implicit numerical branches. We provide an experimental evaluation of real-world test cases, showing that by using the split operator we can achieve significant efficiency improvements with respect to the classical approach for a static analysis based on the domain of convex polyhedra. We also briefly discuss the applicability of this new operator to different, possibly non-numeric abstract domains. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*CONVEX domains
*POLYHEDRA

Details

Language :
English
ISSN :
14332779
Volume :
26
Issue :
5
Database :
Academic Search Index
Journal :
International Journal on Software Tools for Technology Transfer
Publication Type :
Academic Journal
Accession number :
179970933
Full Text :
https://doi.org/10.1007/s10009-024-00761-2