datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tool-call-security-paper-artifacts
Tool-Call Security Research Artifacts
This collection releases derived aggregate evidence, original figure data and plots, offline analysis code, and reproducibility manifests. The current research portfolio has 4 consolidated empirical manuscript directions: scanner configuration/gate comparisons, small-model score interfaces and source transfer, runtime cascade action composition, and deterministic-rule maintenance/evidence contracts. Current authoring/delivery state: Four… See the full description on the dataset page: https://huggingface.co/datasets/Vineethsain/tool-call-security-paper-artifacts.mcp-tool-use-quality-benchmark
📝 Dataset Summary
The Tool Selection Quality Benchmark dataset evaluates the correctness of function calls generated by an AI assistant 🤖, given:
A set of available tools 🛠️
A conversation history 💬
This dataset is designed to measure Tool Selection Quality.
📂 Dataset Structure
📑 Columns
Column Name
Type
Description
tools_list
string
JSON list of available tools, including names, descriptions, and parameters.
messages_history
string… See the full description on the dataset page: https://huggingface.co/datasets/rogue-security/mcp-tool-use-quality-benchmark.security-tool-benchmarks-en
Cybersecurity Tool Benchmarks - EN
Bilingual dataset comparing the best cybersecurity tools by category.
Created by AYI-NEDJIMI Consultants - Cybersecurity consulting firm.
Dataset Contents
Tool Comparisons (56 tools)
Category
# Tools
Source
Active Directory Audit
12
Top 10 AD Audit Tools 2025
EDR/XDR Solutions
12
Top 10 EDR/XDR Solutions 2025
Kubernetes Security
10
Top 10 Kubernetes Security Tools
DFIR (Forensics & IR)
12
DFIR Tools… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/security-tool-benchmarks-en.security-tool-benchmarks-fr
Benchmarks Outils de Cybersecurite - FR
Dataset bilingue de comparaison des meilleurs outils de cybersecurite par categorie.
Cree par AYI-NEDJIMI Consultants - Cabinet de conseil en cybersecurite.
Contenu du Dataset
Comparatifs d'Outils (56 outils)
Categorie
Nb Outils
Source
Audit Active Directory
12
Top 10 Outils Audit AD 2025
Solutions EDR/XDR
12
Top 10 Solutions EDR/XDR 2025
Securite Kubernetes
10
Top 10 Outils Securite Kubernetes
DFIR… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/security-tool-benchmarks-fr.security-scanning-dataset-tool-aasistant
Security Scanning Dataset
A comprehensive dataset of security scanning questions and answers for training cybersecurity professionals.
Dataset Overview
Total Conversations: 154
Format: Conversational (system/human/gpt turns)
Focus: Kali Linux tools, penetration testing, and vulnerability scanning
Categories: Network scanning, web application testing, exploitation, password cracking, wireless, and more
Files
security_scanning_conversations.json - Conversation… See the full description on the dataset page: https://huggingface.co/datasets/Umesh1212/security-scanning-dataset-tool-aasistant.