Learn&Fuzz: Machine Learning for Input Fuzzing

Learn&Fuzz: Machine Learning for Input Fuzzing

25 January 2017

Patrice Godefroid

Papers citing "Learn&Fuzz: Machine Learning for Input Fuzzing"

13 / 13 papers shown

Title
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero Alessandro Luongo 110 0 0 16 Feb 2025
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models Chenyuan Yang Zijie Zhao Lingming Zhang 48 14 0 31 Dec 2023
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 67 389 0 21 Mar 2017
Neuro-Symbolic Program Synthesis Emilio Parisotto Abdel-rahman Mohamed Rishabh Singh Lihong Li Dengyong Zhou Pushmeet Kohli NAI 84 322 0 06 Nov 2016
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 59 120 0 11 Jul 2016
Adaptive Neural Compilation Rudy Bunel Alban Desmaison Pushmeet Kohli Philip Torr P. Mudigonda 54 46 0 25 May 2016
Automated Correction for Syntax Errors in Programming Assignments using Recurrent Neural Networks Sahil Bhatia Rishabh Singh 27 117 0 19 Mar 2016
Neural Random-Access Machines Karol Kurach Marcin Andrychowicz Ilya Sutskever OOD BDL 60 156 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 70 408 0 19 Nov 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 101 2,605 0 24 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 287 20,491 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 647 23,235 0 03 Jun 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 106 4,025 0 04 Aug 2013