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2001.02334
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VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection
IEEE Transactions on Dependable and Secure Computing (TDSC), 2019
8 January 2020
Deqing Zou
Sujuan Wang
Shouhuai Xu
Zhen Li
Hai Jin
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Papers citing
"$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection"
50 / 54 papers shown
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Distilling Lightweight Language Models for C/C++ Vulnerabilities
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197
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SAVANT: Vulnerability Detection in Application Dependencies through Semantic-Guided Reachability Analysis
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Quanzhi Fu
Wenjia Song
Gelei Deng
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Dan Williams
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214
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21 Jun 2025
AI-Based Software Vulnerability Detection: A Systematic Literature Review
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489
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258
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RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
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Di Cao
Yong Liao
Xiuwei Shang
282
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10 Oct 2024
Data Quality Issues in Vulnerability Detection Datasets
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250
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Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs
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Joseph Khoury
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278
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SCoPE: Evaluating LLMs for Software Vulnerability Detection
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235
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Variables are a Curse in Software Vulnerability Prediction
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145
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18 Jun 2024
DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection
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319
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02 May 2024
VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection
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381
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Enhancing Code Vulnerability Detection via Vulnerability-Preserving Data Augmentation
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Wei Ma
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267
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Michael Fu
Jirat Pasuksmit
Chakkrit Tantithamthavorn
264
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07 Apr 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection
International Conference on Information and Knowledge Management (CIKM), 2024
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Steven H. H. Ding
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Benjamin C. M. Fung
184
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03 Apr 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
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B.K. Casey
Joanna C. S. Santos
George Perry
447
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15 Mar 2024
MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR
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Hanze Chen
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144
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04 Mar 2024
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299
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243
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Yang He
Zhangqian Bi
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Yulei Sui
Guandong Xu
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Philip S. Yu
306
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Predicting Line-Level Defects by Capturing Code Contexts with Hierarchical Transformers
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Mohammad Masudur Rahman
222
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How Far Have We Gone in Vulnerability Detection Using Large Language Models
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397
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Learning Defect Prediction from Unrealistic Data
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Kamel Alrashedy
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394
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Yinhao Xiao
226
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XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection
Journal of Supercomputing (JS), 2023
Vu Le Anh Quan
Chau Thuan Phat
Kiet Van Nguyen
Phan The Duy
V. Pham
244
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Empirical Review of Smart Contract and DeFi Security: Vulnerability Detection and Automated Repair
Peng Qian
Rui Cao
Zhenguang Liu
Wenqing Li
Ming Li
Lun Zhang
Yufeng Xu
Jianhai Chen
Qinming He
424
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05 Sep 2023
When Less is Enough: Positive and Unlabeled Learning Model for Vulnerability Detection
International Conference on Automated Software Engineering (ASE), 2023
Xinjie Wen
Xinche Wang
Cuiyun Gao
Shaohua Wang
Yang Liu
Zhaoquan Gu
187
33
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21 Aug 2023
LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types
IEEE Transactions on Software Engineering (TSE), 2023
Xinjie Wen
Cuiyun Gao
Feng Luo
Hao Wang
Ge Li
Qing Liao
200
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0
12 Jun 2023
DSHGT: Dual-Supervisors Heterogeneous Graph Transformer -- A pioneer study of using heterogeneous graph learning for detecting software vulnerabilities
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Tiehua Zhang
Ruiqian Xu
Jianping Zhang
Yuze Liu
Xin Chen
Jun-Jian Yin
Xi Zheng
318
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An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph
European Symposium on Security and Privacy (Euro S&P), 2023
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261
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203
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IEEE International Joint Conference on Neural Network (IJCNN), 2022
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276
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288
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Transformer-Based Language Models for Software Vulnerability Detection
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352
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MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks
International Conference on Software Engineering (ICSE), 2022
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Lili Bo
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Chuanqi Tao
182
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196
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175
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190
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A Survey on Data-driven Software Vulnerability Assessment and Prioritization
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T. H. Le
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557
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