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---
language:
- en
license: odc-by
task_categories:
- text-generation
pretty_name: Primus-Instruct
dataset_info:
features:
- name: prompt
dtype: string
- name: prompt_id
dtype: string
- name: messages
list:
- name: content
dtype: string
- name: role
dtype: string
extra_gated_fields:
Affiliation: text
Country: country
I want to use this model for:
type: select
options:
- Research
- Commercial
- label: Other
value: other
Job title:
type: select
options:
- Student
- Research graduate
- AI researcher
- AI developer/engineer
- Cybersecurity researcher
- Reporter
- Other
geo: ip_location
library_name: transformers
tags:
- cybersecurity
- IFT
- SFT
size_categories:
- n<1K
---
> ⭐ Please download the dataset from [here](https://huggingface.co/datasets/trendmicro-ailab/Primus-Instruct).
# PRIMUS: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training
## 🤗 Primus-Instruct
The **Primus-Instruct** dataset contains hundreds of expert-curated cybersecurity business scenario use case instructions, with responses generated by GPT-4o. It includes tasks such as:
- Explaining detected alerts
- Answering questions about retrieved security documents
- Analyzing executed suspicious commands
- Generating query languages for retrieving security events
- Providing security recommendations and risk assessments for Terraform configurations
🚀🚀 For more details, see our paper:
[https://arxiv.org/abs/2502.11191](https://arxiv.org/abs/2502.11191)
### 🔹 Message Format
Conversations are stored in `messages` in the following format:
```json
[
{"role": "user", "content": "..."},
{"role": "assistant", "content": "..."},
{"role": "user", "content": "..."},
{"role": "assistant", "content": "..."}
]
```
## Dataset Sample Statistics
| Task | Samples |
|-------------------------------------------|---------|
| **Cybersecurity-related Tasks** | |
| Alert Explanation | 100 |
| Retrieved Security Doc QA | 100 |
| Suspicious Command Analysis | 100 |
| Security Event Query Generation | 100 |
| Terraform Security Misconfiguration Fix | 96 |
| **General (Multi-turn)** | |
| General Instruction Following | 339 |
## License
This dataset is released under the **ODC-By** license. |