منابع مشابه
Using Program Synthesis for Program Analysis
In this paper, we identify a fragment of second-order logic with restricted quantification that is expressive enough to capture numerous static analysis problems (e.g. safety proving, bug finding, termination and non-termination proving, superoptimisation). We call this fragment the synthesis fragment. Satisfiability of a formula in the synthesis fragment is decidable over finite domains; speci...
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In recent years, many program analysis tools have been proposed, with several promising results, e.g., using abstract interpretation [4] or symbolic execution [9] to find bugs in software systems [2, 3]. Despite a diversity of techniques on which those tools rely, almost all tools share a common problem: they focus on analyzing the application code. But applications are no longer written in iso...
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Program synthesis is a class of regression problems where one seeks a solution, in the form of a source-code program, mapping the inputs to their corresponding outputs exactly. Due to its precise and combinatorial nature, it is commonly formulated as a constraint satisfaction problem, where input-output examples are encoded as constraints and solved with a constraint solver. A key challenge of ...
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ژورنال
عنوان ژورنال: ACM Transactions on Programming Languages and Systems
سال: 2018
ISSN: 0164-0925,1558-4593
DOI: 10.1145/3174802