Paper Citation Record · LEDGER

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.14493.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.14493 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:59:43.190509Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation abd36ee6-c7f1-472f-a764-2ecb3a02bd03 · outbound

This paper cites INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:39.815323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e679a9b9-b5c5-42e6-817f-66ae315648ec · outbound

This paper cites A Jailbroken GenAI Model Can Cause Substantial Harm: GenAI-powered Applications are Vulnerable to PromptWares.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation A Jailbroken GenAI Model Can Cause Substantial Harm: GenAI-powered Applications are Vulnerable to PromptWares

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:40.510130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51db0ee9-bcec-4c2a-be58-71602aecc826 · outbound

This paper cites Defending Against Indirect Prompt Injection Attacks With Spotlighting.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Defending Against Indirect Prompt Injection Attacks With Spotlighting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:40.682733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bae59ce-9879-4d19-8477-828fb82b0bc0 · outbound

This paper cites URLhttp://dx.doi.org/10.1109/BDCAT63179.2024.00021.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation URLhttp://dx.doi.org/10.1109/BDCAT63179.2024.00021

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:40.813790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4412469-21ef-4eef-b88e-8e496d9b3b04 · outbound

This paper cites Prompt Injection attack against LLM-integrated Applications.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Prompt Injection attack against LLM-integrated Applications

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.128700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 010dfc26-f903-4980-9d2c-81c35508532d · outbound

This paper cites doi: 10.1109/SP61157.2025.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation doi: 10.1109/SP61157.2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.461074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b8ba1d-a620-407e-90ed-2f7fdc6cfef6 · outbound

This paper cites RAGLog: Log Anomaly Detection using Retrieval Augmented Generation.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation RAGLog: Log Anomaly Detection using Retrieval Augmented Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.746649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 970f8924-8848-48d6-a20d-a06f8077b40a · outbound

This paper cites URLhttps://doi.org/10.1109/ICSE55347.2025.00007.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation URLhttps://doi.org/10.1109/ICSE55347.2025.00007

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.852727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c95890-167e-4986-aba5-f1cbd36bcd41 · outbound

This paper cites ISBN 978-3-031-70878-7.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 978-3-031-70878-7

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.122719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a55f8b-b879-4e2d-9892-4c705985a1d7 · outbound

This paper cites Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, and Zhihui Wu.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, and Zhihui Wu

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.187492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 761d3f6c-ea48-4a12-8215-36c3b3e614c1 · outbound

This paper cites Greg Robison.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Greg Robison

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.246258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70a3747-6661-4fa6-b24d-9c70a6a2dcc9 · outbound

This paper cites ISBN 9798400718953.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 9798400718953

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.312277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd731c14-16fd-4f40-9e7a-10f1a39187ff · outbound

This paper cites ISBN 9798400706363.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 9798400706363

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.362942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a61a87-ff81-4385-acd7-f3b1035c0eef · outbound

This paper cites Reachal Wang, Yuqi Jia, and Neil Zhenqiang Gong.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Reachal Wang, Yuqi Jia, and Neil Zhenqiang Gong

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.478687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e12a8d3-e6ef-416b-81b9-33fc83f2a075 · outbound

This paper cites ISBN 9798400712456.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 9798400712456

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.572718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f8fb9b6-a166-4f36-a9c9-750295aab71b · outbound

This paper cites MINES: Explainable Anomaly Detection through Web API Invariant Inference.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation MINES: Explainable Anomaly Detection through Web API Invariant Inference

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.714001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d920f2e-7834-44c8-baee-b263f9b769a9 · outbound

This paper cites Robust log-based anomaly detection on unstable log data.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Robust log-based anomaly detection on unstable log data

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.857148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 938492f9-869e-4b88-bd35-c87360f559b4 · outbound

This paper cites Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:43.080297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34563745-019e-4136-b6d9-b485a0d6b02a · outbound

This paper cites routine vulnerability scanning by internal IT team.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation routine vulnerability scanning by internal IT team

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:43.190509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8138d549-07b0-4d09-9fd8-d04af4314403 · outbound

This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learning.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Deeplog: Anomaly detection and diagnosis from system logs through deep learning

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:40.583306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b58332-8476-4f16-8b96-5ff593c35208 · outbound

This paper cites ISBN 9781450355728.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 9781450355728

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.980399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff366c7-9ab5-4c22-8299-153c21c9812d · outbound

This paper cites Owasp top 10 for large language model applications 2025,.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Owasp top 10 for large language model applications 2025,

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.626514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b30d8d3-7aed-4120-aebe-c8304cb548d2 · outbound

This paper cites Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, and David Wag- ner.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, and David Wag- ner

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:42.000821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0be19c4a-6ade-4a46-8e89-44942c1f0f4a · outbound

This paper cites Logprompt: Prompt engineering towards zero-shot and interpretable log analysis.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Logprompt: Prompt engineering towards zero-shot and interpretable log analysis

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:41.294800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f44342e3-96a8-4a83-a8e6-7d7b55665f01 · outbound

This paper cites Embedding-based classifiers can detect prompt injection attacks.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation Embedding-based classifiers can detect prompt injection attacks

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:39.957696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40fd013-f23e-435a-8986-9d99caed58e9 · outbound

This paper cites ISBN 9798400714764.

Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation ISBN 9798400714764

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T01:59:40.970743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.