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anomaly detection
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Dewwi committed Dec 4, 2024
1 parent 1f5ba48 commit 2c2eae1
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18 changes: 18 additions & 0 deletions scenarios/crowdsecurity/ml-anomaly-detection-large.yaml
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type: trigger
debug: true
name: crowdsecurity/ml-anomaly-detection-large
description: "Detect anomalous behavior using the large ML model"
filter: IsAnomalous(evt.Meta.http_verb, evt.Meta.http_path)
data:
- source_url: https://hub-data.crowdsec.net/crowd2vec-detector-prod-large.tar
dest_file: crowd2vec-detector-prod-large.tar
type: ml_roberta_model
labels:
remediation: true
service: foo
classification:
- bar
behavior: "bar"
label: "foo"
spoofable: 0
confidence: 3
18 changes: 18 additions & 0 deletions scenarios/crowdsecurity/ml-anomaly-detection-medium.yaml
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type: trigger
debug: true
name: crowdsecurity/ml-anomaly-detection-medium
description: "Detect anomalous behavior using the medium ML model"
filter: IsAnomalous(evt.Meta.http_verb, evt.Meta.http_path)
data:
- source_url: https://hub-data.crowdsec.net/crowd2vec-detector-prod-medium.tar
dest_file: crowd2vec-detector-prod-medium.tar
type: ml_roberta_model
labels:
remediation: true
service: foo
classification:
- bar
behavior: "bar"
label: "foo"
spoofable: 0
confidence: 3
18 changes: 18 additions & 0 deletions scenarios/crowdsecurity/ml-anomaly-detection-small.yaml
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@@ -0,0 +1,18 @@
type: trigger
debug: true
name: crowdsecurity/ml-anomaly-detection-small
description: "Detect anomalous behavior using the small ML model"
filter: IsAnomalous(evt.Meta.http_verb, evt.Meta.http_path)
data:
- source_url: https://hub-data.crowdsec.net/crowd2vec-detector-prod-small.tar
dest_file: crowd2vec-detector-prod-small.tar
type: ml_roberta_model
labels:
remediation: true
service: foo
classification:
- bar
behavior: "bar"
label: "foo"
spoofable: 0
confidence: 3

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