DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection

1 April 2023

Papers citing "DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection"

21 / 21 papers shown

Title
Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers Massimiliano Albanese Xinming Ou Kevin Lybarger Daniel Lende Dmitry Goldgof 26 0 0 09 May 2025
Enhancing Large Language Models with Faster Code Preprocessing for Vulnerability Detection José Gonçalves Miguel Silva Eva Maia Isabel Praça 24 0 0 08 May 2025
Poster: Machine Learning for Vulnerability Detection as Target Oracle in Automated Fuzz Driver Generation Gianpietro Castiglione Marcello Maugeri G. Bella 25 0 0 02 May 2025
SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories Connor Dilgren Purva Chiniya Luke Griffith Yu Ding Yizheng Chen 42 0 0 29 Apr 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang Jiaheng Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 57 0 0 22 Apr 2025
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection Richard A. Dubniczky Krisztofer Zoltán Horvát Tamás Bisztray M. Ferrag Lucas C. Cordeiro Norbert Tihanyi 48 1 0 12 Mar 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 99 3 0 12 Feb 2025
Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" Francesco Sovrano Adam Bauer Alberto Bacchelli 54 0 0 09 Feb 2025
MoPD: Mixture-of-Prompts Distillation for Vision-Language Models Yang Chen Shuai Fu Yu Zhang VLM 44 0 0 26 Dec 2024
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 91 0 0 10 Dec 2024
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 28 1 0 28 Aug 2024
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection Niklas Risse Marcel Bohme Marcel Böhme 48 4 0 23 Aug 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 34 23 0 08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 42 36 0 06 May 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 60 5 0 15 Mar 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 84 47 0 29 Jan 2024
Using ChatGPT as a Static Application Security Testing Tool Atieh Bakhshandeh Abdalsamad Keramatfar Amir Norouzi Mohammad Mahdi Chekidehkhoun 27 13 0 28 Aug 2023
GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis Yuqiang Sun Daoyuan Wu Yue Xue Hangbo Liu Haijun Wang Zhengzi Xu Xiaofei Xie Yang Liu 25 79 0 07 Aug 2023
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 631 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 235 1,489 0 02 Sep 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 198 1,105 0 09 Feb 2021