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"

25 / 25 papers shown

Title
Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents Ratnadira Widyasari Martin Weyssow Ivana Clairine Irsan Han Wei Ang Frank Liauw Eng Lieh Ouh Lwin Khin Shar Hong Jin Kang David Lo LLMAG 25 0 0 16 May 2025
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 29 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 30 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 52 1 0 29 Apr 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang Qingbin Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang Feiyu Xiong Zhenhui Yuan Shiwen Mao Dong In Kim 62 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 53 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 107 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 1 0 09 Feb 2025
MoPD: Mixture-of-Prompts Distillation for Vision-Language Models Yang Chen Shuai Fu Yu Zhang VLM 46 0 0 26 Dec 2024
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 96 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 36 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 56 4 0 23 Aug 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning Xiaohu Du Ming Wen Jiahao Zhu Zifan Xie Bin Ji Huijun Liu Xuanhua Shi Hai Jin 37 14 0 06 Jun 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 42 29 0 08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 47 36 0 06 May 2024
LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations Rebeka Tóth Tamas Bisztray László Erdodi SILM 33 16 0 21 Apr 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 63 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 86 48 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 27 81 0 07 Aug 2023
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs? M. Ferrag A. Battah Norbert Tihanyi Ridhi Jain Diana Maimut ... Thierry Lestable Narinderjit Singh Thandi Abdechakour Mechri Merouane Debbah Lucas C. Cordeiro 44 9 0 13 Jul 2023
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 636 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Chenyu You Guosheng Lin 252 1,512 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 204 853 0 09 Feb 2021