VADER: A Human-Evaluated Benchmark for Vulnerability Assessment, Detection, Explanation, and Remediation

26 May 2025

Papers citing "VADER: A Human-Evaluated Benchmark for Vulnerability Assessment, Detection, Explanation, and Remediation"

7 / 7 papers shown

Title
CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities Yuxuan Zhu Antony Kellermann Dylan Bowman Philip Li Akul Gupta ... Avi Dhir Sudhit Rao Kaicheng Yu Twm Stone Daniel Kang LLMAG ELM 125 7 0 21 Mar 2025
MegaVul: A C/C++ Vulnerability Dataset with Comprehensive Code Representation Chao Ni Liyu Shen Xiaohu Yang Yan Zhu Shaohua Wang 162 23 0 18 Jun 2024
VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection Xinjie Wen Xinchen Wang Yujia Chen Ruida Hu David Lo Cuiyun Gao 106 8 0 24 Apr 2024
ReposVul: A Repository-Level High-Quality Vulnerability Dataset Xinchen Wang Ruida Hu Cuiyun Gao Xinjie Wen Yujia Chen Qing Liao 74 22 0 24 Jan 2024
CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software G. Bhandari Amara Naseer Leon Moonen 70 166 0 19 Jul 2021
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou Shangqing Liu J. Siow Xiaoning Du Yang Liu GNN 85 789 0 08 Sep 2019
A Manually-Curated Dataset of Fixes to Vulnerabilities of Open-Source Software Serena Elisa Ponta H. Plate A. Sabetta M. Bezzi Cédric Dangremont 85 123 0 07 Feb 2019