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Copyright 2026 Varol Cagdas Tok
Licensed under the Apache License, Version 2.0.
Full text: https://www.apache.org/licenses/LICENSE-2.0
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THIRD-PARTY ATTRIBUTION
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This work contains and derives from the following:
1. TRAM (Threat Report ATT&CK Mapper)
MITRE Center for Threat-Informed Defense
https://github.com/center-for-threat-informed-defense/tram
Licensed under the Apache License, Version 2.0.
The training corpus in data/build/ is derived from TRAM's
data/tram2-data/multi_label.json by deduplication, boilerplate removal and
re-splitting. No sentence text was rewritten.
2. MITRE ATT&CK STIX Data
The MITRE Corporation
https://github.com/mitre-attack/attack-stix-data
Used under the ATT&CK Terms of Use: https://attack.mitre.org/resources/terms-of-use/
Used for technique names and the keyword baseline only. No ATT&CK content is
redistributed in this repository; it is downloaded at build time.
ATT&CK(R) is a registered trademark of The MITRE Corporation. This project is
not affiliated with, endorsed by, or sponsored by The MITRE Corporation.
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INTENDED USE
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This model classifies descriptions of adversary behaviour that have already
been published in public threat reporting. It is intended for defensive
security work: threat intelligence triage, detection engineering, and
coverage analysis. It does not generate offensive capability.
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