Implemented the next multi-source detection layer in this repository.
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16
README.md
16
README.md
@@ -64,6 +64,20 @@ The dashboard and Ollama then correlate behavior across sources, for example a
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client IP appearing in FortiGate, AdGuard/DNS, Windows Security, Nginx, Squid,
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VPN, or Proxmox.
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Correlation is entity-aware rather than FortiGate-specific. SignalScope recognizes
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common IP fields such as `srcip`, `source_ip`, `remote_addr`, and Windows event
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IP fields; account fields such as `username`, `user`, and `TargetUserName`; and
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host fields such as `hostname`, `computer`, and `winlog_computer_name`. Configure
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the exact entity field per stream in the profile when your Graylog schema differs.
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Each profile baseline is stored per stream, entity, selected field, and five-minute
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bucket. Once enough history exists, SignalScope compares the current rate or
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numeric value to the same UTC weekday/hour where possible, then falls back to the
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stream's overall history. Repeated MCP pages are fingerprinted so the same
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Graylog event is not learned repeatedly. Related anomalies, profile deviations,
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and multi-stream correlations are grouped into investigation incidents with a
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compact evidence timeline.
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The current MCP endpoint is `http://<graylog-host>:9000/api/mcp`. Enable it in
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Graylog under `System -> Configurations -> MCP` and use stream IDs internally;
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the fgAI stream picker resolves titles in the UI.
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@@ -77,7 +91,7 @@ http://127.0.0.1:8088/metrics
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```
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This endpoint is passive and has no Prometheus or Grafana dependency. It reports
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low-cardinality event counts, anomaly severities, baseline readiness, and Graylog
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low-cardinality event counts, anomaly severities, incident counts, baseline readiness, and Graylog
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MCP health. Use it later as a Prometheus scrape target or as input for a Checkmk
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local check. Do not use source IPs, domains, or raw event IDs as metric labels.
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