---
title: "Vulnerability datasets for software security: A survey of existing resources, challenges, and future directions | Papers With Code Cyber"
description: "Trending AI research papers with code, datasets, methods, and evaluation leaderboards."
canonical: "https://paperswithcode-cyber.com/paper/99"
type: "paper"
---

# Vulnerability datasets for software security: A survey of existing resources, challenges, and future directions

External resource · 99 · 2026-04-01

## Tasks

- [Vulnerability detection and triage](https://paperswithcode-cyber.com/tasks/cyberintel-vulnerability-analysis)

## Paper resources

- [Source](https://doi.org/10.1016/j.cose.2026.104926)