A Survey of Knowledge Extraction Attacks and Defenses in LLM Agent Ecosystems

Fan Li, Sijia Xu, Mengting Pan, Chen Chen, Ying Zhang, Wenjie Zhang, Xiaoyang Wang

Open source

DOI: 10.20944/preprints202610.2538.v1
Published: 2026-10-26
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Publisher: MDPI AG
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Cite this work

BibTeX

@article{allodium:10.20944/preprints202610.2538.v1,
  title = {A Survey of Knowledge Extraction Attacks and Defenses in LLM Agent Ecosystems},
  author = {Fan Li and Sijia Xu and Mengting Pan and Chen Chen and Ying Zhang and Wenjie Zhang and Xiaoyang Wang},
  year = {2026},
  doi = {10.20944/preprints202610.2538.v1},
  url = {https://doi.org/10.20944/preprints202610.2538.v1}
}

RIS

TY  - JOUR
TI  - A Survey of Knowledge Extraction Attacks and Defenses in LLM Agent Ecosystems
AU  - Fan Li
AU  - Sijia Xu
AU  - Mengting Pan
AU  - Chen Chen
AU  - Ying Zhang
AU  - Wenjie Zhang
AU  - Xiaoyang Wang
PY  - 2026
DO  - 10.20944/preprints202610.2538.v1
UR  - https://doi.org/10.20944/preprints202610.2538.v1
ER  -

APA

Li, F., Xu, S., Pan, M., Chen, C., Zhang, Y., Zhang, W., & Wang, X. (2026). A Survey of Knowledge Extraction Attacks and Defenses in LLM Agent Ecosystems. https://doi.org/10.20944/preprints202610.2538.v1

Source records

crossref · retrieved 2026-11-07T13:30:08.329Z