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# DLP IOC Enrichment from Hayabusa/Sigma
This document describes the automatic DLP IOC/signature replenishment pipeline.
It is separate from the DLP Policy Engine lifecycle and from the Hayabusa EVTX
forensics runner.
## Purpose
The pipeline preloads DLP indicator blacklists from static Sigma indicators. It
is used to enrich endpoint DLP rules without manually editing endpoint JSON
policy files.
## Source
- Upstream ruleset: `Yamato-Security/hayabusa-rules`
- Default source URL:
`https://github.com/Yamato-Security/hayabusa-rules/archive/refs/heads/main.zip`
- Ansible variable: `aw_dlp_ioc_rules_zip_url`
- Production enable flag: `aw_dlp_ioc_enabled`
Hayabusa rules may carry licenses that are separate from the Hayabusa binary.
Check the upstream ruleset license before packaging or redistributing generated
artifacts.
## Production Pipeline
When `aw_dlp_ioc_enabled=true`, `ansible/deploy_aw_server.yml` installs and
starts this chain on the AW server:
1. `aw-dlp-ioc-refresh.timer` runs on boot and then every
`aw_dlp_ioc_refresh_interval` (`6h` by default).
2. The timer starts `aw-dlp-ioc-refresh.service`.
3. The service executes `/usr/local/bin/aw-dlp-ioc-refresh.sh`.
4. The wrapper downloads `aw_dlp_ioc_rules_zip_url`.
5. The wrapper unpacks `hayabusa-rules` Sigma YAML files into a temporary
working directory.
6. The wrapper runs `/usr/local/bin/aw-extract-ioc-from-sigma`.
7. The Rust extractor writes generated IOC artifacts to
`/opt/activitywatch/dlp-ioc/output`.
8. `aw-worktime-api` serves the artifacts from `/dlp-ioc/...` for DLP policy
consumption.
Production units:
- `aw-dlp-ioc-refresh.service`
- `aw-dlp-ioc-refresh.timer`
Production paths:
- workdir: `/opt/activitywatch/dlp-ioc`
- output dir: `/opt/activitywatch/dlp-ioc/output`
- latest symlink: `/opt/activitywatch/dlp-ioc/latest`
## Extractor
Primary extractor:
- crate: `adk-rust/crates/extract-ioc-from-sigma`
- installed binary: `/usr/local/bin/aw-extract-ioc-from-sigma`
- local build:
```bash
cd <PROJECT_ROOT>/adk-rust
cargo build --release -p extract-ioc-from-sigma
```
Local/manual wrapper:
- `scripts/build_dlp_ioc_from_hayabusa.sh`
```bash
cd <PROJECT_ROOT>
bash scripts/build_dlp_ioc_from_hayabusa.sh \
/mnt/usb_hdd1/Projects/hayabusa/rules \
<PROJECT_ROOT>/data/dlp-ioc
```
The old Python extractor path is not the production path. Do not document
`scripts/extract_ioc_from_sigma.py` as the current core extractor.
## Extracted Indicators
Supported Sigma fields:
- `Image|endswith` -> `process_image_endswith`
- `CommandLine|contains` -> `commandline_contains`
- `OriginalFileName` -> `original_filename`
- `Hashes|SHA256` -> `sha256`
The extractor de-duplicates and sorts rows before writing outputs.
## Output Artifacts
Generated files:
- `ioc_blacklist.json`
- `ioc_blacklist.csv`
- `ioc_blacklist.sql`
Production HTTP export through `aw-worktime-api` (`:5610`):
- `http://<AW_SERVER_HOST>:5610/dlp-ioc/ioc_blacklist.json`
- `http://<AW_SERVER_HOST>:5610/dlp-ioc/ioc_blacklist.csv`
- `http://<AW_SERVER_HOST>:5610/dlp-ioc/ioc_blacklist.sql`
`aw-worktime-api` only serves these three IOC filenames from the DLP IOC
directory.
## Endpoint Consumption
Windows DLP policy consumes the feed through the `ioc` block:
```json
{
"ioc": {
"enabled": true,
"source": "http://aw-server.example.local:5610/dlp-ioc/ioc_blacklist.json",
"format": "hayabusa_sigma_v1",
"refreshMinutes": 60
}
}
```
The endpoint collector loads this source and reports loaded IOC state in its
health/heartbeat data, including `iocRulesLoaded`.
## Operational Checks
Server checks:
```bash
systemctl status aw-dlp-ioc-refresh.timer --no-pager
systemctl status aw-dlp-ioc-refresh.service --no-pager
journalctl -u aw-dlp-ioc-refresh.service -n 80 --no-pager
ls -lh /opt/activitywatch/dlp-ioc/output/ioc_blacklist.*
curl -fsS http://127.0.0.1:5610/dlp-ioc/ioc_blacklist.json | jq 'length'
```
Expected result:
- timer is enabled and active;
- last service run completed successfully;
- `ioc_blacklist.json`, `ioc_blacklist.csv`, and `ioc_blacklist.sql` exist and
are non-empty;
- Worktime API serves the JSON feed;
- endpoint health shows non-zero `iocRulesLoaded` when the feed contains rules.
Mandatory post-deploy checks in Ansible require all three output files to exist
and be non-empty. Deployment fails if any artifact is missing or empty.
## Boundaries
- This pipeline enriches DLP IOC/signature inputs automatically.
- It does not approve, deploy, or roll back policy versions. That is the role
of the DLP Policy Engine.
- It does not run Hayabusa against EVTX artifacts. That is the separate
server-side Hayabusa forensics path.
- It does not modify running DLP agents directly; agents consume the published
IOC feed through their policy.
Review and tune false positives before using generated indicators for blocking
actions in production.