---
title: SecEmbed
emoji: 🔐
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
python_version: "3.12"
short_description: Cybersecurity embedding retrieval console
startup_duration_timeout: 1h
---

# SecEmbed

Interactive cybersecurity retrieval console.

Paste a SOC alert or analyst query. SecEmbed retrieves the top candidates from
ATT&CK techniques, Sigma rules, CVE/CWE descriptions, and incident-response
playbooks. SecReranker then reorders the bi-encoder shortlist into a final top-5.

## Models

- [`SecEmbed-small`](https://huggingface.co/alirezaaminzadeh/SecEmbed-small)
- [`SecEmbed-base`](https://huggingface.co/alirezaaminzadeh/SecEmbed-base)
- [`SecReranker`](https://huggingface.co/alirezaaminzadeh/SecReranker)

## Datasets

- [`secembed-pairs`](https://huggingface.co/datasets/alirezaaminzadeh/secembed-pairs)
- [`cybersec-retrieval-benchmark`](https://huggingface.co/datasets/alirezaaminzadeh/cybersec-retrieval-benchmark)
- [`secembed-retrieval-index`](https://huggingface.co/datasets/alirezaaminzadeh/secembed-retrieval-index)

Hardware: Hugging Face ZeroGPU.