Proj THUDBFuzz Paper Reading: A systematic review of fuzzing based on machine learning techniques

1. Intro

  1. Why machine learning tech can be used for fuzzing?
  2. Which steps in the fuzzing have used machine learning tech?
  3. Which machine learning algo have been used for fuzzing?
  4. Which tech are used for data preprocessing of fuzzing based on machine learning?
  5. Which datasets are used for testing and evaluating?
  6. Which performance measures are used for evaluating the results?
  7. How to set the hyperparameters of the machine learning models
  8. What are the performance of the machine learning models?
  9. What is the capacity of discovery vulnerablities of the fuzzing model based on machine learning tech?
posted @ 2021-03-10 14:08  雪溯  阅读(69)  评论(0编辑  收藏  举报