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feat(recon): add kubeflow pipelines and metaflow exposure modules - #290

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vmfunc merged 1 commit into
vmfunc:mainfrom
TBX3D:feat/mlpipeline-exposure
Jul 22, 2026
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vmfunc merged 1 commit into
vmfunc:mainfrom
TBX3D:feat/mlpipeline-exposure

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@TBX3D

@TBX3D TBX3D commented Jul 3, 2026

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detect an anonymously reachable kubeflow pipelines apiserver, whose
same api accepts pipeline run submission with an attacker-supplied
workflow manifest (arbitrary container execution), and a metaflow
metadata service leaking flow and owner enumeration. match distinctive
snake_case json keys with status 200, fail closed on empty instances
to avoid the bare-substring false-positive class.

detect an anonymously reachable kubeflow pipelines apiserver, whose
same api accepts pipeline run submission with an attacker-supplied
workflow manifest (arbitrary container execution), and a metaflow
metadata service leaking flow and owner enumeration. match distinctive
snake_case json keys with status 200, fail closed on empty instances
to avoid the bare-substring false-positive class.
@TBX3D
TBX3D requested a review from vmfunc as a code owner July 3, 2026 19:29
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Additional details and impacted files
@@           Coverage Diff           @@
##             main     #290   +/-   ##
=======================================
  Coverage        ?   54.75%           
=======================================
  Files           ?       81           
  Lines           ?     6874           
  Branches        ?        0           
=======================================
  Hits            ?     3764           
  Misses          ?     2842           
  Partials        ?      268           

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@github-actions github-actions Bot added size/m <200 lines changed modules changes to scan modules tests test changes labels Jul 3, 2026
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github-actions Bot commented Jul 3, 2026

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pr summary

3 files changed (+195 -0)

category files
go source 1
tests 1

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key-triple AND'd with 200 is the right anchor on both, and the fail-closed metaflow case (empty [] carries none of flow_id/user_name/ts_epoch) is the correct tradeoff. extractors are clean, no backtracking.

one non-blocking note: the kubeflow path is v1beta1 only, so a KFP 2.x deployment on /apis/v2beta1/pipelines slips through. same response shape, so it's a one-line paths: add whenever you feel like it. not gating on it.

in.

@vmfunc
vmfunc merged commit c24617d into vmfunc:main Jul 22, 2026
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3 participants