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Description

We present a novel approach to automatic synthesis of loop-free programs. The approach is based on a combination of oracle-guided learning from examples, and constraint-based synthesis from components using satisfiability modulo theories (SMT) solvers. Our approach is suitable for many applications, including as an aid to program understanding tasks such as deobfuscating malware. We demonstrate the efficiency and effectiveness of our approach by synthesizing bit-manipulating programs and by deobfuscating programs.

Details

Title
Oracle-Guided Component-Based Program Synthesis
Creator
Gulwani, Sumit, Author
Seshia, Sanjit A., Author
Tiwari, Ashish, Author
Jha, Susmit Kumar, Author
EECS Department, University of California, Publisher
Published
2010-02-12
Full Collection Name
Electrical Engineering & Computer Sciences Technical Reports
Other Identifiers
EECS-2010-15
Type
Text
Format
technical reports
Extent
14 p
Archive
The Engineering Library
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