A Novel Coverage-Guided Greybox Fuzzing Method based on Grammar-Aware with Particle Swarm Optimization.
Shengran WangJinfu ChenSaihua CaiChi ZhangHaibo ChenPublished in: QRS Companion (2022)
Keyphrases
- synthetic data
- cost function
- clustering method
- preprocessing
- optimization method
- detection method
- particle swarm optimization
- high accuracy
- significant improvement
- classification accuracy
- experimental evaluation
- similarity measure
- dynamic programming
- high precision
- neural network
- clustering algorithm
- input data
- objective function
- machine learning
- segmentation method
- genetic algorithm
- computationally efficient
- model selection
- prior knowledge
- natural language processing
- support vector machine
- probabilistic model
- computational cost