A smart fuzzing method for detecting heap-based vulnerabilities in executable codes.
Maryam MouzaraniBabak SadeghiyanMohammad ZolfaghariPublished in: Secur. Commun. Networks (2016)
Keyphrases
- high precision
- high accuracy
- significant improvement
- detection method
- pairwise
- neural network
- optimization method
- fully automatic
- synthetic data
- optimization algorithm
- feature set
- classification accuracy
- cost function
- k means
- feature space
- data structure
- dynamic programming
- experimental evaluation
- probabilistic model
- prior knowledge
- input data
- artificial neural networks
- preprocessing
- information systems
- data sets