SLOPT: Bandit Optimization Framework for Mutation-Based Fuzzing.
Yuki KoikeHiroyuki KatsuraHiromu YakuraYuma KurogomePublished in: ACSAC (2022)
Keyphrases
- optimization scheme
- main contribution
- multi agent
- evolutionary algorithm
- theoretical framework
- genetic programming
- evolution strategy
- optimization process
- random sampling
- global optimization
- differential evolution
- lightweight
- data sets
- optimization problems
- active learning
- knowledge base
- learning algorithm
- genetic algorithm
- data mining