Marking Key Segment of Program Input via Attention Mechanism

Marking Key Segment of Program Input via Attention Mechanism

Key segment of a program input is the specific part of the input that has significant affect on the execution of target function. Marking key segment plays an important role in software security analysis. Traditional dynamic analysis methods can not mark the key segments correctly because of control...

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Bibliographic Details
Main Authors: Xing Zhang, Chao Feng, Runhao Li, Jing Lei, Chaojing Tang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Taint analysis
symbolic execution
software vulnerability
neural network
key segment marking
deep learning
Online Access:https://ieeexplore.ieee.org/document/8936456/

Internet

https://ieeexplore.ieee.org/document/8936456/

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