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AISecKG-Cybersecurity-Dataset

Refer to Paper:

  • Named-entity annotated data set for cybersecurity entities

  • Triple dataset to create knowledge graphs for Cybersecurity education

  • Bert Model to extract custom-named entities

  • Proposed Ontology for learning cybersecurity :

  • User View :

ontology_user_view

  • Attacker View :

ontology_attacker_view

  • Security View :

ontology_security_view

To cite:

  • [MLA] Agrawal, Garima, et al. "AISecKG: Knowledge Graph Dataset for Cybersecurity Education." AAAI-MAKE 2023: Challenges Requiring the Combination of Machine Learning 2023 (2023).

  • [BibTex] @article{agrawal2023aiseckg, title={AISecKG: Knowledge Graph Dataset for Cybersecurity Education}, author={Agrawal, Garima and Pal, Kuntal and Deng, Yuli and Liu, Huan and Baral, Chitta}, journal={AAAI-MAKE 2023: Challenges Requiring the Combination of Machine Learning 2023}, year={2023} }

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Named entity and triple Dataset to create knowledge graphs for Cybersecurity education

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