Syntax-Guided Automated Program Repair for Hyperproperties

August 12, 2024 ยท The Ethereal ยท ๐Ÿ› International Conference on Computer Aided Verification

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Authors Raven Beutner, Tzu-Han Hsu, Borzoo Bonakdarpour, Bernd Finkbeiner arXiv ID 2408.06035 Category cs.LO: Logic in CS Cross-listed cs.PL Citations 3 Venue International Conference on Computer Aided Verification Last Checked 1 month ago
Abstract
We study the problem of automatically repairing infinite-state software programs w.r.t. temporal hyperproperties. As a first step, we present a repair approach for the temporal logic HyperLTL based on symbolic execution, constraint generation, and syntax-guided synthesis of repair expression (SyGuS). To improve the repair quality, we introduce the notation of a transparent repair that aims to find a patch that is as close as possible to the original program. As a practical realization, we develop an iterative repair approach. Here, we search for a sequence of repairs that are closer and closer to the original program's behavior. We implement our method in a prototype and report on encouraging experimental results using off-the-shelf SyGuS solvers.
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