AlphaFuzz: Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search.
Yiru ZhaoRuiheng ShiLei ZhaoYueqiang ChengPublished in: CoRR (2021)
Keyphrases
- monte carlo tree search
- genetic algorithm
- monte carlo
- evolutionary process
- tree search algorithm
- evolutionary algorithm
- evaluation function
- bayesian reinforcement learning
- evolutionary computation
- fitness function
- natural selection
- temporal difference
- monte carlo search
- reinforcement learning methods
- differential evolution
- markov chain
- genetic algorithm ga
- neural network
- game tree
- population size
- lower bound