VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector

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VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector

8 January 2020

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Papers citing "VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector"

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Title
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 162 0 0 10 Dec 2024
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities Ziyang Li Saikat Dutta Mayur Naik 125 55 0 27 May 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 93 5 0 15 Mar 2024
$μ$ VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection Deqing Zou Sujuan Wang Shouhuai Xu Zhen Li Hai Jin 61 161 0 08 Jan 2020
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou Shangqing Liu J. Siow Xiaoning Du Yang Liu GNN 82 784 0 08 Sep 2019
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities Zerui Li Deqing Zou Shouhuai Xu Hai Jin Yawei Zhu Zhaoxuan Chen 94 520 0 18 Jul 2018
Automated Vulnerability Detection in Source Code Using Deep Representation Learning Rebecca L. Russell Louis Y. Kim Lei H. Hamilton Tomo Lazovich Jacob A. Harer Onur Ozdemir Paul M. Ellingwood M. McConley 74 536 0 11 Jul 2018
Automated software vulnerability detection with machine learning Jacob A. Harer Louis Y. Kim Rebecca L. Russell Onur Ozdemir Leonard Kosta ... Alan Mackay M. McConley J. M. Opper Peter Chin Tomo Lazovich 74 166 0 14 Feb 2018
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.2K 150,501 0 22 Dec 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 272 6,793 0 03 Sep 2014
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 390 25,752 0 09 Jun 2011