datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Code_Vulnerability_Security_DPO
Cybernative.ai Code Vulnerability and Security Dataset
Dataset Description
The Cybernative.ai Code Vulnerability and Security Dataset is a dataset of synthetic Data Programming by Demonstration (DPO) pairs, focusing on the intricate relationship between secure and insecure code across a variety of programming languages. This dataset is meticulously crafted to serve as a pivotal resource for researchers, cybersecurity professionals, and AI developers who are keen on… See the full description on the dataset page: https://huggingface.co/datasets/CyberNative/Code_Vulnerability_Security_DPO.Python_Vulnerability_Remediation
Python SAST Vulnerability and Remediation Dataset
Summary
This dataset is a collection of Python code snippets containing common security vulnerabilities, paired with their corresponding high-quality remediations. It is designed for fine-tuning language models to assist with Static Analysis Security Testing (SAST) by suggesting secure code fixes.
The dataset is primarily focused on vulnerabilities from the following Common Weakness Enumerations (CWEs):
CWE-89 (SQL… See the full description on the dataset page: https://huggingface.co/datasets/cmonplz/Python_Vulnerability_Remediation.VAB-vulnerability-analysis-benchmark
FBE and VAB
Two small benchmarks for security code analysis. Both grade without an LLM judge, so runs are cheap
and repeatable.
FBE (find-the-bug)
14 code snippets, each with one planted vulnerability. Ask the model to analyze the code, then check
whether it actually found the flaw.
Grading uses concept groups: the answer has to contain at least one synonym from every required group.
Four numbers come out:
found, did it identify the real vulnerability (this is… See the full description on the dataset page: https://huggingface.co/datasets/MK4-Research/VAB-vulnerability-analysis-benchmark.api-vulnerability-dataset-10k
API Vulnerability Dataset (10K)
A dataset of 10,000 API-specific vulnerability samples used to fine-tune harsharajkumar273/api-security-qlora — a QLoRA adapter on CodeLlama-7b for automated API security analysis.
Dataset Summary
Each sample contains a vulnerable or clean API endpoint code snippet paired with a structured security analysis covering vulnerability type, severity, CWE ID, and a remediated version.
Language & Framework Distribution
Language… See the full description on the dataset page: https://huggingface.co/datasets/harsharajkumar273/api-vulnerability-dataset-10k.CyberNative_Code_Vulnerability_Security_DPO-PreferenceShareGPTsolidity_vulnerability_audit_dataset
Solidity Vulnerability Audit Dataset
Organization: gitmate AI
Dataset Summary
The Solidity Vulnerability Audit Dataset is a curated collection of Solidity smart contract code snippets paired with expert-written vulnerability audits. Each entry presents a real or realistic smart contract scenario, and the corresponding analysis identifies security vulnerabilities or confirms secure patterns. The dataset is designed for instruction-tuned large language models (LLMs) to… See the full description on the dataset page: https://huggingface.co/datasets/GitmateAI/solidity_vulnerability_audit_dataset.vulnerability-mitigation-qa-zh_tw
Dataset Card for vulnerability-mitigation-qa-zh_tw
vulnerability-mitigation-qa-zh_tw 是一個繁體中文之資安漏洞與風險緩解問答資料集，包含 22 筆 Web 安全主題之問答對。每筆資料包含使用者問題、對應的漏洞風險說明與緩解建議，適用於微調繁體中文語言模型於資安諮詢與風險說明任務之基礎。
Dataset Details
Dataset Description
本資料集為繁體中文之資安漏洞與緩解措施問答對，當前版本聚焦於 Web 安全主題，涵蓋 HTTP security header（CSP、X-Frame-Options、Strict-Transport-Security 等）、Cookie 安全設定、跨站攻擊（XSS、CSRF、Clickjacking）與其他常見 Web 漏洞之風險描述與實務緩解建議。
每筆資料同時提供 OpenAI messages 格式（messages 為 JSON 字串）與… See the full description on the dataset page: https://huggingface.co/datasets/lianghsun/vulnerability-mitigation-qa-zh_tw.Aptos_vulnerability_audit_dataset
Uploaded Dataset
Name: Aptos_vulnerability_audit_dataset
Organization: Armur
Project: Aptos Smart Contract Audit
License: apache-2.0
Language: en
smart_contract_vulnerability_kagglemirror-Code_Vulnerability_Security_DPO
Cybernative.ai Code Vulnerability and Security Dataset
Dataset Description
The Cybernative.ai Code Vulnerability and Security Dataset is a dataset of synthetic Data Programming by Demonstration (DPO) pairs, focusing on the intricate relationship between secure and insecure code across a variety of programming languages. This dataset is meticulously crafted to serve as a pivotal resource for researchers, cybersecurity professionals, and AI developers who are keen… See the full description on the dataset page: https://huggingface.co/datasets/alucent/mirror-Code_Vulnerability_Security_DPO.Solana_vulnerability_audit_dataset_V2
Uploaded Dataset
Name: Solana_vulnerability_audit_dataset_V2
Organization: Armur
Project: Solana Smart Contract Audit
License: apache-2.0
Language: en
solidity_vulnerability_audit_dataset
Solidity Vulnerability Audit Dataset
Organization: gitmate AI
Dataset Summary
The Solidity Vulnerability Audit Dataset is a curated collection of Solidity smart contract code snippets paired with expert-written vulnerability audits. Each entry presents a real or realistic smart contract scenario, and the corresponding analysis identifies security vulnerabilities or confirms secure patterns. The dataset is designed for instruction-tuned large language models (LLMs) to… See the full description on the dataset page: https://huggingface.co/datasets/xj210/solidity_vulnerability_audit_dataset.Code_Vulnerability_Security_DPO
Cybernative.ai Code Vulnerability and Security Dataset
Dataset Description
The Cybernative.ai Code Vulnerability and Security Dataset is a dataset of synthetic Data Programming by Demonstration (DPO) pairs, focusing on the intricate relationship between secure and insecure code across a variety of programming languages. This dataset is meticulously crafted to serve as a pivotal resource for researchers, cybersecurity professionals, and AI developers who are keen on… See the full description on the dataset page: https://huggingface.co/datasets/burpsuite/Code_Vulnerability_Security_DPO.Code_Vulnerability_Security_DPO-archive
Cybernative.ai Code Vulnerability and Security Dataset
Dataset Description
The Cybernative.ai Code Vulnerability and Security Dataset is a dataset of synthetic Data Programming by Demonstration (DPO) pairs, focusing on the intricate relationship between secure and insecure code across a variety of programming languages. This dataset is meticulously crafted to serve as a pivotal resource for researchers, cybersecurity professionals, and AI developers who are keen… See the full description on the dataset page: https://huggingface.co/datasets/ChipHolmes/Code_Vulnerability_Security_DPO-archive.vulnerability-detectionvulnerability_detection__explainabilitycode-vulnerability-jsoncode-vulnerability-3000-samplevulnerability_dataVulnerability_Identificationcode-vulnerability-jsonglobal-vulnerability-feedsvulnerability_training_data_fullvulnerabilityAuditContest