Not all bytes are equal: Neural byte sieve for fuzzing

10 November 2017

Papers citing "Not all bytes are equal: Neural byte sieve for fuzzing"

16 / 16 papers shown

Title
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 33 13 0 31 Dec 2023
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing Chenyang Lyu Jiacheng Xu S. Ji Xuhong Zhang Qinying Wang Binbin Zhao Gaoning Pan Wei Cao R. Beyah 33 13 0 05 Mar 2023
A Generative Neural Network Framework for Automated Software Testing Leonid Joffe David J. Clark 27 2 0 29 Jun 2020
Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations Vaggelis Atlidakis Roxana Geambasu Patrice Godefroid Marina Polishchuk Baishakhi Ray 7 38 0 23 May 2020
Towards Runtime Verification of Programmable Switches Apoorv Shukla K. Hudemann Z. Vági Lily Hügerich Georgios Smaragdakis Stefan Schmid A. Hecker A. Feldmann 6 3 0 22 Apr 2020
Using Deep Learning to Solve Computer Security Challenges: A Survey Yoon-Ho Choi Peng Liu Zitong Shang Haizhou Wang Zhilong Wang Lan Zhang Junwei Zhou Qingtian Zou AAML 24 33 0 12 Dec 2019
A systematic review of fuzzing based on machine learning techniques Yan Wang Peng Jia Luping Liu Jiayong Liu 18 67 0 04 Aug 2019
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks Dongdong She Yizheng Chen Abhishek Shah Baishakhi Ray Suman Jana 19 44 0 08 Jul 2019
A Review of Machine Learning Applications in Fuzzing Gary J. Saavedra Kathryn N. Rodhouse Daniel M. Dunlavy P. Kegelmeyer 11 27 0 13 Jun 2019
Matryoshka: Fuzzing Deeply Nested Branches Peng Chen Jianzhong Liu Hao Chen 11 84 0 29 May 2019
V-Fuzz: Vulnerability-Oriented Evolutionary Fuzzing Yuwei Li S. Ji Chenyang Lv Yuan Chen Jianhai Chen Qinchen Gu Chunming Wu 22 49 0 04 Jan 2019
DeepHunter: Hunting Deep Neural Network Defects via Coverage-Guided Fuzzing Xiaofei Xie Lei Ma Felix Juefei Xu Hongxu Chen Minhui Xue Bo-wen Li Yang Liu Jianjun Zhao Jianxiong Yin Simon See 43 40 0 04 Sep 2018
Adaptive Grey-Box Fuzz-Testing with Thompson Sampling Siddharth Karamcheti Gideon Mann David S. Rosenberg 11 36 0 24 Aug 2018
FuzzerGym: A Competitive Framework for Fuzzing and Learning W. Drozd Michael D. Wagner 25 32 0 19 Jul 2018
NEUZZ: Efficient Fuzzing with Neural Program Smoothing Dongdong She Kexin Pei Dave Epstein Junfeng Yang Baishakhi Ray Suman Jana 25 185 0 15 Jul 2018
Greybox fuzzing as a contextual bandits problem K. Patil Aditya Kanade 14 15 0 11 Jun 2018