DeepReturn: A deep neural network can learn how to detect previously-unseen ROP payloads without using any heuristics.
Xusheng LiZhisheng HuHaizhou WangYiwei FuPing ChenMinghui ZhuPeng LiuPublished in: J. Comput. Secur. (2020)
Keyphrases
- previously unseen
- neural network
- previously learned
- artificial neural networks
- detection algorithm
- detection method
- back propagation
- knn
- neural network is trained
- learning vector quantization
- feedforward neural networks
- neural network model
- automatic detection
- self organizing maps
- genetic algorithm
- multilayer perceptron
- recurrent neural networks
- neural nets
- training algorithm
- activation function
- learning rules
- function approximators
- search algorithm
- data sets