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A System for Automated Open-Source Threat Intelligence Gathering and Management

Summary: Automates OSCTI report collection from diverse sources and extracts high-level threat concepts (TTPs, adversaries) with AI/NLP. Builds a security knowledge graph of entity-relation triplets and provides an interactive UI to explore threat knowledge. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6089
Venue
SIGMOD
Year
2021
Pagerank
5.093636e-05
Overall Rank
11,655 | 20.04%
DOI
10.1145/3448016.3452745

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Authors

BibTeX Citation

@inproceedings{gao_sigmod21,
        title = {{A System for Automated Open-Source Threat Intelligence Gathering and Management}},
        author = {Gao, Peng and Liu, Xiaoyuan and Choi, Edward and Soman, Bhavna and Mishra, Chinmaya and Farris, Kate and Song, Dawn},
        series = {{SIGMOD} '21},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3448016.3452745},
        url = {https://dl.acm.org/doi/10.1145/3448016.3452745},
        year = {2021}
}

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