Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks.
Yi MaoYun LiJiatai SunYixin ChenPublished in: IEEE BigData (2020)
Keyphrases
- recurrent neural networks
- feed forward
- neural network
- artificial neural networks
- object detection
- complex valued
- recurrent networks
- detection rate
- reservoir computing
- user interface
- software architecture
- automatic detection
- echo state networks
- detection method
- neural model
- cascade correlation
- feedforward neural networks
- false alarms
- long short term memory
- software tools
- false positives
- anomaly detection
- software systems
- test cases
- detection algorithm
- hebbian learning
- knowledge base
- nonlinear dynamic systems
- learning algorithm
- genetic algorithm
- machine learning