Project Achilles: A Prototype Tool for Static Method-Level Vulnerability Detection of Java Source Code Using a Recurrent Neural Network.
Nicholas SaccenteJosh DehlingerLin DengSuranjan ChakrabortyYin XiongPublished in: ASE Workshops (2019)
Keyphrases
- detection method
- high accuracy
- clustering method
- detection algorithm
- significant improvement
- experimental evaluation
- synthetic data
- support vector machine
- object detection
- computationally efficient
- dynamic programming
- segmentation method
- automatic detection
- hough transform
- fully automatic
- optimization method
- feature selection
- higher level
- classification accuracy
- cost function
- prior knowledge
- preprocessing
- case study