Instruction2vec: Efficient Preprocessor of Assembly Code to Detect Software Weakness with CNN

Instruction2vec: Efficient Preprocessor of Assembly Code to Detect Software Weakness with CNN

Potential software weakness, which can lead to exploitable security vulnerabilities, continues to pose a risk to computer systems. According to Common Vulnerability and Exposures, 14,714 vulnerabilities were reported in 2017, more than twice the number reported in 2016. Automated vulnerability detec...

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Bibliographic Details
Main Authors: Yongjun Lee, Hyun Kwon, Sang-Hoon Choi, Seung-Ho Lim, Sung Hoon Baek, Ki-Woong Park
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
binary analysis
software weakness
convolutional neural network
<i>word2vec</i>
Online Access:https://www.mdpi.com/2076-3417/9/19/4086

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