datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Evaluation-Dataset-of-AI-Agent-Security-Guardrails
DKnownAI Agent Security Evaluation Dataset
Data Fields
Field
Type
Description
text
string
The adversarial input (prompt) to be evaluated by a security guardrail
action
string
Human-annotated label: blocked or allowed
Citation
@misc{li2026comparativeevaluationaiagent,
title={A Comparative Evaluation of AI Agent Security Guardrails},
author={Qi Li and Jiu Li and Pingtao Wei and Jianjun Xu and Xueyi Wei and Jiwei Shi and Xuan… See the full description on the dataset page: https://huggingface.co/datasets/CaiZhiTech/Evaluation-Dataset-of-AI-Agent-Security-Guardrails.security-ai-agent
AI Security Agent Meta and Traffic Dataset in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP
This dataset is collected from AI Agent Marketplace Index and Directory at http://www.deepnlp.org, which contains AI Agents's meta information such as agent's name, website, description, as well as the monthly updated Web performance metrics, including Google,Bing average search ranking positions, Github Stars, Arxiv References, etc.
The dataset is helpful for AI… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/security-ai-agent.adaption-ai-agent-security-failures
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-ai_agent_security_failures
This dataset contains prompt-completion pairs illustrating security failures and limitations of autonomous AI agents in software development and operations contexts. The samples cover scenarios such as prompt injection attacks, unauthorized data exfiltration, destructive command execution, and the agent's inability to access local environments or missing… See the full description on the dataset page: https://huggingface.co/datasets/melanieyes/adaption-ai-agent-security-failures.adaption-agent-security-behavior
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-agent_security_behavior
This dataset contains pairs of prompts and labels classifying AI agent actions in IT and security contexts as either benign or suspicious. The samples cover scenarios such as log analysis, code deployment, access control changes, and data handling to identify potential security violations or policy bypasses. Each entry evaluates whether the agent's behavior… See the full description on the dataset page: https://huggingface.co/datasets/melanieyes/adaption-agent-security-behavior.adaption-agent-security-behavior-v1
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-agent_security_behavior
This dataset contains pairs of prompts and labels classifying AI agent actions in IT and security contexts as either benign or suspicious. The samples cover scenarios such as log analysis, code deployment, access control changes, and data handling to identify potential security violations or policy bypasses. Each entry evaluates whether the agent's behavior… See the full description on the dataset page: https://huggingface.co/datasets/melanieyes/adaption-agent-security-behavior-v1.