vulnerabilities
software_vulnerabilities_dataset
Cybersecurity Vulnerabilities Dataset
Overview
This dataset, vulnerabilities.jsonl, is a comprehensive collection of 1000 common software vulnerabilities across multiple programming languages, designed for use in cybersecurity research, penetration testing, and secure coding education.
Each entry details a specific vulnerability, including its type, description, code snippet, exploitation techniques, and mitigation strategies.
The dataset is structured in JSON Lines… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/software_vulnerabilities_dataset.vuljector-extracted-vulnerabilities
Vuljector Extracted Vulnerabilities
This dataset is an export of the current Vuljector experiment artifacts.
Files:
produced_vulnerabilities.jsonl: one row per successfully produced injection attempt
verified_poc_successes.jsonl: one row per successful guided-PoC validation attempt
summary.json: aggregate counts
Current aggregate counts:
produced rows: 91
verified rows: 195
deduped unique valid cases: 267
Notes:
Counts are derived from all run artifacts under runs/injection… See the full description on the dataset page: https://huggingface.co/datasets/MananSuri27/vuljector-extracted-vulnerabilities.vuljector-extracted-vulnerabilities
Vuljector Extracted Vulnerabilities
This dataset is an export of the current Vuljector experiment artifacts.
Files:
produced_vulnerabilities.jsonl: one row per successfully produced injection attempt
verified_poc_successes.jsonl: one row per successful guided-PoC validation attempt
summary.json: aggregate counts
Current aggregate counts:
produced rows: 91
verified rows: 195
deduped unique valid cases: 267
Notes:
Counts are derived from all run artifacts under runs/injection… See the full description on the dataset page: https://huggingface.co/datasets/smtpsrvs/vuljector-extracted-vulnerabilities.agent-skill-vulnerabilities
Agent Skill Vulnerability Scenarios (defanged, teaching)
from datasets import load_dataset
ds = load_dataset("fevziegeyurtsevenler/agent-skill-vulnerabilities")
Deliberately-vulnerable, defanged agent-extension artifacts — for training detectors & hands-on learning.
Schema
column
meaning
id
scenario
artifact_type
SKILL.md / mcp.json
content, walkthrough
artifact + defense
Related AltaySec resources
🕵️ uncloak scanner:… See the full description on the dataset page: https://huggingface.co/datasets/fevziegeyurtsevenler/agent-skill-vulnerabilities.redteam-vulnerabilities
OWASP Agentic 2026 Security Vulnerabilities Dataset v1.0.0
Combined red teaming benchmark dataset covering OWASP Agentic, OWASP LLM, fairness, liability, and content policy vulnerabilities
Overview
This dataset contains 819 adversarial conversation samples designed to test AI agent robustness against attacks from the OWASP Agentic AI Threats and Mitigations.
Included Vulnerabilities
Vulnerability
Description
Samples
bias
Unfair or Biased Content
20… See the full description on the dataset page: https://huggingface.co/datasets/orq/redteam-vulnerabilities.Cloud_Vulnerabilities_DatasetCloud Vulnerabilities Dataset (VUL0001-VUL1200)
Overview
The Cloud Vulnerabilities Dataset is a comprehensive collection of 1200 unique cloud security vulnerabilities, covering major cloud providers including AWS, Azure, Google Cloud Platform (GCP), Oracle Cloud, IBM Cloud, and Alibaba Cloud. This dataset is designed for cybersecurity professionals, penetration testers, machine learning engineers, and data scientists to analyze, train AI models, and enhance cloud security practices. Each entry… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/Cloud_Vulnerabilities_Dataset.