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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.
52 lines
1.0 KiB
YAML
52 lines
1.0 KiB
YAML
# TensorBoard Exposure Detection Module
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id: tensorboard-exposure
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info:
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name: TensorBoard Exposure
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author: sif
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severity: medium
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description: Detects an exposed TensorBoard instance; its unauthenticated data api discloses the training run source path and server version, and serves all logged scalars, graphs, images, and embeddings
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tags: [tensorboard, ai, ml, mlops, training, 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}}/data/environment"
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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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- "\"data_location\""
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- type: word
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part: body
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words:
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- "\"window_title\""
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- type: word
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part: body
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words:
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- "\"version\""
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extractors:
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- type: regex
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name: tensorboard_version
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part: body
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regex:
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- '"version"\s*:\s*"([^"]+)"'
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group: 1
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- type: regex
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name: tensorboard_data_location
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part: body
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regex:
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- '"data_location"\s*:\s*"([^"]+)"'
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group: 1
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