Proj CDeepFuzz Paper Reading: ConFL: Constraint-guided Fuzzing for Machine Learning Framework

Abstract

本文：ConFL
Task: Fuzz Deep Learning Libraries using Constraint-guided fuzzer
Method: Constraint-guided fuzzer + grouping
实验：
对象：Tensorflow(Main), PyTorch, Paddle
效果：

  1. 能覆盖更多code lines
  2. generate more valid inputs
  3. found 84 CVEs on Tensorflow(3 critical, 13 high-severity), 7 vulnerabilities on PyTorch and Paddle
posted @ 2023-08-06 20:32  雪溯  阅读(37)  评论(0)  编辑  收藏  举报