Continued the Detection Quality roadmap milestone.
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@@ -22,9 +22,11 @@ operational value and dependency, not by UI appeal.
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Goal: make findings more accurate before adding more integrations.
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- [ ] Add baseline confidence based on sample count, profile age, and time-bucket coverage.
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- [ ] Add burst detection for event rate, authentication failures, DNS volume, and denied traffic.
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- [ ] Add rare-value detection with frequency thresholds and configurable field weights.
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- [x] Add baseline confidence based on sample count and time-bucket coverage.
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- [x] Add generic event-rate burst detection per stream/entity.
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- [x] Add rare-value detection with a minimum historical observation threshold.
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- [ ] Add detector-specific authentication failure, DNS volume, and denied-traffic burst thresholds.
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- [ ] Add configurable per-field detector weights.
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- [ ] Add sequence detection, for example DNS lookup -> outbound connection -> authentication event.
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- [ ] Add per-stream detector enablement and thresholds in the UI.
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- [ ] Add a dry-run replay command to evaluate detector changes against a selected historic Graylog time range.
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