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TigahandGitHub
fcccff5532
add recon modules for self-hosted training and experiment-tracking platforms reachable without auth: mlflow, tensorboard, aim, and determined disclose experiments, the artifact store, training run paths, and cluster topology over unauthenticated apis.
45 lines
1013 B
YAML
45 lines
1013 B
YAML
# MLflow Tracking Server Exposure Detection Module
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id: mlflow-api-exposure
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info:
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name: MLflow Tracking Server Exposure
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author: sif
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severity: high
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description: Detects an MLflow tracking server reachable without auth, disclosing experiments and the artifact store over its rest api; exposed servers have historically allowed arbitrary file read through artifact paths
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tags: [mlflow, ai, ml, mlops, exposure, recon]
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type: http
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http:
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method: GET
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paths:
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- "{{BaseURL}}/api/2.0/mlflow/experiments/get-by-name?experiment_name=Default"
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matchers:
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- type: status
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status:
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- 200
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- type: word
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part: body
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words:
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- "\"artifact_location\""
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- type: word
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part: body
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words:
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- "\"lifecycle_stage\""
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- type: word
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part: body
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words:
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- "\"experiment_id\""
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extractors:
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- type: regex
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name: mlflow_artifact_location
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part: body
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regex:
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- '"artifact_location"\s*:\s*"([^"]+)"'
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group: 1
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