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AEGISLAYER
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threat-control-map

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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
title: string
type: string
required: list<item: string>
  child 0, item: string
properties: struct<threat_id: struct<type: string>, threat_family: struct<type: string>, affected_asset: struct< (... 179 chars omitted)
  child 0, threat_id: struct<type: string>
      child 0, type: string
  child 1, threat_family: struct<type: string>
      child 0, type: string
  child 2, affected_asset: struct<type: string>
      child 0, type: string
  child 3, control_principle: struct<type: string>
      child 0, type: string
  child 4, related_adr: struct<type: string>
      child 0, type: string
  child 5, documentation_link: struct<type: string>
      child 0, type: string
  child 6, residual_risk_statement: struct<type: string>
      child 0, type: string
control_principle: string
documentation_link: string
related_adr: string
affected_asset: string
residual_risk_statement: string
threat_family: string
threat_id: string
to
{'threat_id': Value('string'), 'threat_family': Value('string'), 'affected_asset': Value('string'), 'control_principle': Value('string'), 'related_adr': Value('string'), 'documentation_link': Value('string'), 'residual_risk_statement': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 489, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              title: string
              type: string
              required: list<item: string>
                child 0, item: string
              properties: struct<threat_id: struct<type: string>, threat_family: struct<type: string>, affected_asset: struct< (... 179 chars omitted)
                child 0, threat_id: struct<type: string>
                    child 0, type: string
                child 1, threat_family: struct<type: string>
                    child 0, type: string
                child 2, affected_asset: struct<type: string>
                    child 0, type: string
                child 3, control_principle: struct<type: string>
                    child 0, type: string
                child 4, related_adr: struct<type: string>
                    child 0, type: string
                child 5, documentation_link: struct<type: string>
                    child 0, type: string
                child 6, residual_risk_statement: struct<type: string>
                    child 0, type: string
              control_principle: string
              documentation_link: string
              related_adr: string
              affected_asset: string
              residual_risk_statement: string
              threat_family: string
              threat_id: string
              to
              {'threat_id': Value('string'), 'threat_family': Value('string'), 'affected_asset': Value('string'), 'control_principle': Value('string'), 'related_adr': Value('string'), 'documentation_link': Value('string'), 'residual_risk_statement': Value('string')}
              because column names don't match

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AegisLayer Threat Control Map

Summary

Synthetic threat-to-control mappings linking public threat families to architecture principles, related ADRs, documentation links, and residual risk statements.

Fields

  • threat identifier
  • threat family
  • affected asset
  • control principle
  • related ADR
  • documentation link
  • residual risk statement

Files

  • data/threat_control_map.csv
  • data/threat_control_map.jsonl
  • schema.json
  • LIMITATIONS.md
  • LICENSE.md

Scope Boundary

This is a public reference mapping. It is not a full enterprise threat model and should not be represented as environment-specific risk analysis.
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