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Synthesize solving strategy for symbolic execution

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ACM Digital Library

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由 Z Chen 著作2021被引用 13 次 — We propose novel synthesis algorithms that combine offline trained deep learning models and online tuning to synthesize the solving strategy. The algorithms ...

Synthesize Solving Strategy for Symbolic Execution

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由 Z Chen 著作2021被引用 13 次 — We propose to utilize deep learning and decision tree techniques to online synthe- size a solving strategy during symbolic execution, which achieves a balance ...

13 頁

有關 Synthesize solving strategy for symbolic execution. 的學術文章
Synthesize solving strategy for symbolic execution - ‎Chen - 13 個引述 A survey of symbolic execution techniques - ‎Baldoni - 967 個引述 Directed symbolic execution - ‎Ma - 327 個引述

Synthesizing Smart Solving Strategy for Symbolic Execution

IEEE Xplore

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由 Z Chen 著作2020被引用 1 次 — We propose a two-stage procedure for symbolic execution. At the first stage, we synthesize a solving strategy by utilizing deep learning techniques. Then, the ...

Adaptive solving strategy synthesis for symbolic execution

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由 Z Chen 著作2024 — We propose an adaptive framework for synthesizing solving strategies, in which the constraints are classified into different categories, and the solving ...

Synthesizing Smart Solving Strategy for Symbolic Execution

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缺少字詞： ~~Synthesize~~ ‎| 必須包含以下字詞： Synthesize

Synthesize solving strategy for symbolic execution

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The new method also enhances the repair quality by adoption of a flexible edit strategy to support shifting symbols unrestrictedly, as well as inserting and ...

Synthesizing smart solving strategy for symbolic execution

ACM Digital Library

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ACM Digital Library

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由 Z Chen 著作2020被引用 1 次 — We propose a two-stage procedure for symbolic execution. At the first stage, we synthesize a solving strategy by utilizing deep learning ...

【论文阅读笔记】ISSTA 2021-Synthesize solving strategy for ...

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2021年8月1日 — The algorithms balance the syn- thesis overhead and the improvement achieved by the synthesized solving strategy. 【实验结果：改进显著】We have ...

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Adaptive solving strategy synthesis for symbolic execution

ResearchGate

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This mechanism significantly improves the solver's generalization ability. We observe that the symbolic executions of different programs are different ...