A hybrid static analysis refinement approach within internetware environment

Abstract

In this paper, we propose a hybrid refinement approach to improve the accuracy of static analysis. It keeps condition constraints information during forward dataflow analysis and gets the satisfiability of a warning by a constraint solver taking as input such information and path conditions; data regression analysis can remedy the capability of handling loops and library calls of abstract interpretation technique. It has been implemented in our static analysis tool, Defect Testing System (DTS) and deployed on a internetware environment TRUSTIE. Experiment on a large number of C open source projects shows the great improvement this strategy makes.