Clouditera/SecGPT resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

3101 stars · 368 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

SecGPT is an open-source large language model purpose-built for cybersecurity, fine-tuned from Qwen2.5 and DeepSeek-R1 bases on a large curated security corpus. The repository provides model weights, training details, and deployment instructions via vLLM for security analysis tasks.

Use cases

• analyze vulnerabilities and generate remediation advice with an LLM
• trace attack paths from logs and network traffic
• detect anomalies and potential security threats
• support red team and blue team decision making
• parse attack scripts and identify malicious commands
• answer cybersecurity knowledge questions
• self-host a security-focused chat model with vLLM

When to choose

• you need an LLM specialized in security operations, vulnerability analysis, or threat intelligence
• you want a self-hosted security assistant running on your own GPUs
• you need a lightweight security model (SecGPT-Mini) that runs on CPU

When to avoid

• you need a general-purpose assistant unrelated to cybersecurity
• you lack GPU resources for the full-size model and cannot use the mini variant
• you require guaranteed accuracy for critical security decisions without human review

Facets

learning-resource · maturity active

llm-inference llm-training nlp security machine-learning security large-language-models artificial-intelligence python self-hosted cybersecurity open-source-llm vulnerability-analysis threat-detection fine-tuned-model qwen deepseek vllm security-qa red-team natural-language-processing gpu linux docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Clouditera/SecGPT")