Paper Citation Record · LEDGER

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.08282.

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

pith.paper-citation-record.v1
2607.08282 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T10:06:48.499767Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

35 of 35 outbound references displayed

verified exact2
verified fuzzy30
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8386f4f-aaf8-4a96-8d86-f807f895ec32 · outbound

This paper cites Alert fatigue in security operations centres: Research challenges and opportunities.ACM Computing Surveys, 2025.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Alert fatigue in security operations centres: Research challenges and opportunities.ACM Computing Surveys, 2025

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.139972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e85552d1-e236-47f3-a19d-b7910e646539 · outbound

This paper cites "I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models "I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-10T10:07:00.843299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c0bd312-2031-46b7-a272-67b2facbe84e · outbound

This paper cites an unresolved cited work.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-10T10:07:01.074600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f467cb64-d2ee-4fb7-9ba9-781ffa0d33fc · outbound

This paper cites Datadvantage: Data governance and security for unstructured data.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Datadvantage: Data governance and security for unstructured data

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.155929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db16d1b1-a75a-44f8-a04d-5c1a943203e9 · outbound

This paper cites Symantec data loss prevention: Network discover and cloud storage.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Symantec data loss prevention: Network discover and cloud storage

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.157675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 054ab620-5960-4858-8a31-317dbcdffa2a · outbound

This paper cites Owasp 2025 top 10 risk & mitigations for llms and gen ai apps.https://genai.owasp.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Owasp 2025 top 10 risk & mitigations for llms and gen ai apps.https://genai.owasp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.059642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b08dbc10-1d88-4bb3-93e5-b56ad534b99b · outbound

This paper cites Presidio: Data protection and de-identification sdk.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Presidio: Data protection and de-identification sdk

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.069551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7b783cf-cf01-4efe-afc3-8f2a6fa0f3e5 · outbound

This paper cites an unresolved cited work.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-10T10:07:01.067439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 738c2b0a-d987-4669-b466-8abd7fb0d53a · outbound

This paper cites spacy: Industrial-strength natural language processing in python.https://zenodo.org/record/1212303, 2020.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models spacy: Industrial-strength natural language processing in python.https://zenodo.org/record/1212303, 2020

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-10T10:07:00.840275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a8ac9775-6f2e-4ec2-9424-66d7b8b8010b · outbound

This paper cites Llm guard: Security and privacy for llms.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Llm guard: Security and privacy for llms

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.142027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd1233b3-543d-4926-aca3-c015be18cf5f · outbound

This paper cites Nvidia nemo guardrails.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Nvidia nemo guardrails

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.072796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ad70e3d-00ba-453f-bf32-c651ef0d13ff · outbound

This paper cites Lakera guard: The ai security layer.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Lakera guard: The ai security layer

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.051055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9c28ae84-b765-49bd-9dfc-9dc5faa2522b · outbound

This paper cites The nightfall ai platform.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models The nightfall ai platform

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.133930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ad6382a-3bc9-4e47-8f3e-8b23a7fcb289 · outbound

This paper cites Azure ai content safety.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Azure ai content safety

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.062432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb643400-d81d-49da-811e-be42d18a5a20 · outbound

This paper cites Exploiting privacy preserving prompt techniques for online large language model usage.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Exploiting privacy preserving prompt techniques for online large language model usage

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.051204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41fe353a-c9bc-4a53-bb5c-8abb98448e4d · outbound

This paper cites Sistema intermediario para la detección y clasificación de información sensible en interacciones con llms.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Sistema intermediario para la detección y clasificación de información sensible en interacciones con llms

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.039843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bdb004a-3743-484c-8cec-f3902cd03861 · outbound

This paper cites Manifest v3.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Manifest v3

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.065581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2304951c-7c46-4a74-a5d9-581cdbf957f5 · outbound

This paper cites mitmproxy: An interactive https proxy.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models mitmproxy: An interactive https proxy

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.152005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c3ef38d-5a3a-410b-a1e7-f62efdfe36f6 · outbound

This paper cites Fastapi framework, high performance, easy to learn, fast to code, ready for production.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Fastapi framework, high performance, easy to learn, fast to code, ready for production

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.146930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35830d7b-0818-49c5-a309-75b59e002f88 · outbound

This paper cites Langgraph: Building language agents as graphs.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Langgraph: Building language agents as graphs

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.046618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80d76758-e2e9-4a5c-b6d6-f1bf3161e5fb · outbound

This paper cites pdfplumber.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models pdfplumber

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.053115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19474d7b-9199-4ec1-8814-16a22f3c4e25 · outbound

This paper cites Tesseract: Open source optical character recognition engine.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Tesseract: Open source optical character recognition engine

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.138057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54febed3-3a12-4f12-8dbf-53392aec4bd3 · outbound

This paper cites Litellm: Call 100+ llm apis in openai format.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Litellm: Call 100+ llm apis in openai format

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.150268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e748fcf3-cabe-448c-b689-66e4ac6d6e7b · outbound

This paper cites GLiNER: Generalist model for named entity recognition using bidirectional transformer.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models GLiNER: Generalist model for named entity recognition using bidirectional transformer

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.154110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9295e60-0dc2-4e0f-83b5-c529c10d7254 · outbound

This paper cites Rapidfuzz: Rapid fuzzy string matching in python and c++ using the levenshtein distance.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Rapidfuzz: Rapid fuzzy string matching in python and c++ using the levenshtein distance

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.145074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 45ec5fd6-bfb8-49be-b39b-aa18f2957f44 · outbound

This paper cites Introducing openai privacy filter: A state of the art model for masking personally identifiable information in text.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Introducing openai privacy filter: A state of the art model for masking personally identifiable information in text

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.057713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2c6fc34-ab32-40a3-a6e1-c4ded12a275a · outbound

This paper cites Nemotron-pii: Benchmark dataset for pii detection.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Nemotron-pii: Benchmark dataset for pii detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.041984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c2bc2437-4fd6-4c32-a91d-e88050aa3080 · outbound

This paper cites google/gemma-3-4b-it.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models google/gemma-3-4b-it

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.067161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5aff0d60-750b-45f9-9538-e55b014ef401 · outbound

This paper cites mistralai/ministral-3-8b-instruct-2512.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models mistralai/ministral-3-8b-instruct-2512

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.148667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34b24ff6-965e-4fd2-ac65-ed88d20fb34c · outbound

This paper cites meta-llama/llama-3.1-8b-instruct.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models meta-llama/llama-3.1-8b-instruct

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.055215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b5645bae-76fc-4401-9e0d-bc123bb28227 · outbound

This paper cites an unresolved cited work.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-07-10T10:07:01.061158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 173500f4-4d58-4d29-8670-2128a5ceef30 · outbound

This paper cites google/gemma-4-e4b-it.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models google/gemma-4-e4b-it

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.083977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 143f390d-f4ea-4c2b-bf34-68af8dcd7bd8 · outbound

This paper cites Desktop browser market share worldwide.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Desktop browser market share worldwide

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.049151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f909af2e-4910-4736-8253-a9073f64cc2c · outbound

This paper cites Realtime api.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models Realtime api

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.064841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccd874be-0259-45b5-aa8c-1290a02ced44 · outbound

This paper cites temperature.

Multi-Agent Firewall Architecture for Privacy Protection of Sensitive Data in Interactions with Language Models temperature

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:07:01.136070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.