Toward a reliability measurement framework automated using deep learning

John Heaps
John Heaps
Xueling Zhang
Xueling Zhang
Xiaoyin Wang
Xiaoyin Wang

Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, pp. 252019.

Cited by: 0|Bibtex|Views23|DOI:https://doi.org/10.1145/3314058.3317733
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Other Links: dl.acm.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

We propose a framework to detect software bugs based on code pattern detection. Our framework will mine and generate bug patterns, detect those patterns in code, and calculate a vulnerability measure of software. While our framework performs well, we realize that it requires heavy manual tasks that render the framework infeasible to use i...More

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