Toward a reliability measurement framework automated using deep learning
Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, pp. 252019.
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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