Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing.
Lorenzo BinosiLuca RulloMario PolinoMichele CarminatiStefano ZaneroPublished in: ICPRAM (2023)
Keyphrases
- reinforcement learning
- learning algorithm
- function approximation
- state space
- data driven
- machine learning
- ensemble learning
- reinforcement learning algorithms
- batch mode
- feature selection
- temporal difference
- dynamic programming
- weak learners
- model free
- optimal control
- ensemble methods
- markov decision processes
- multi agent
- combining multiple
- test suite
- markov decision process
- transfer learning
- reinforcement learning methods