A Review of Machine Learning Applications in Fuzzing

13 June 2019

Papers citing "A Review of Machine Learning Applications in Fuzzing"

5 / 5 papers shown

Title
A Survey of Fuzzing Open-Source Operating Systems Kun Hu Qicai Chen Zilong Lu Wenzhuo Zhang Bihuan Chen You Lu Haowen Jiang Bingkun Sun Xin Peng Wenyun Zhao 66 0 0 21 Feb 2025
SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing Felix Weissberg Jonas Moller Tom Ganz Erik Imgrund Lukas Pirch Lukas Seidel Moritz Schloegel Thorsten Eisenhofer Konrad Rieck 107 3 0 12 Feb 2025
Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler Simon Luo Adrian Herrera Paul Quirk Michael Chase Damith C. Ranasinghe S. Kanhere 28 2 0 07 Dec 2023
BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer Piyush Jha Joseph Scott Jaya Sriram Ganeshna M. Singh Vijay Ganesh 24 5 0 21 May 2023
DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software Chuan-Yung Tsai Graham W. Taylor 11 2 0 29 Jan 2022