ANTEATER: A Filter-then-Scrutinize Architecture for End-to-End Attack Investigation
Summary: ANTEATER cascades lightweight flow-based filtering with a three-agent LLM scrutinizer over provenance graphs. It reconstructs long-term, stealthy attacks and generates structured analyst-ready reports while controlling LLM cost and context length. (summarized by gpt-5.6-luna on Jul 26 2026)
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Authors
- 1. Yiming Ren (Chinese Academy of Sciences; University of Chinese Academy of Sciences)
- 2. Haoqiang Wang (Chinese Academy of Sciences; University of Chinese Academy of Sciences)
- 3. Linghao Li (Chinese Academy of Sciences; University of Chinese Academy of Sciences)
- 4. Haoyang Chen (Chinese Academy of Sciences; University of Chinese Academy of Sciences)
- 5. Chengxiang Si (National Computer Network Emergency Response Technical Team/Coordination Center of China)
- 6. Zhou Zhou (Chinese Academy of Sciences)
- 7. Qingyun Liu (Chinese Academy of Sciences)
BibTeX Citation
@inproceedings{ren_sigmod26,
title = {{ANTEATER: A Filter-then-Scrutinize Architecture for End-to-End Attack Investigation}},
author = {Ren, Yiming and Wang, Haoqiang and Li, Linghao and Chen, Haoyang and Si, Chengxiang and Zhou, Zhou and Liu, Qingyun},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3802012},
url = {https://dl.acm.org/doi/10.1145/3802012},
year = {2026}
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,449 | Robust and Transferable Log-based Anomaly Detection | 2023 | SIGMOD | 7.2931951e-05 |
| 5,351 | Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data | 2024 | SIGMOD | 6.1667315e-05 |
| 5,838 | PreLog: A Pre-trained Model for Log Analytics | 2024 | SIGMOD | 5.9752181e-05 |
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