Paper Citation Record · LEDGER

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.01719.

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

pith.paper-citation-record.v1
2608.01719 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:13:22.118214Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy21
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c00a2211-d93c-4a15-b768-3809f1eed7eb · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.597933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d438b8e-fcf4-4e1f-92ac-50e0ec2fcba4 · outbound

This paper cites Classification Problem Solving.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Classification Problem Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.657559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ca71fa0-7996-4884-ab5d-7958d745d46a · outbound

This paper cites , title =.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.733317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49f5527-0e75-409b-be76-b79183525448 · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.792081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b04603ee-6c3f-4406-8f73-7fded48fc11a · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Clancey and Glenn Rennels , abstract =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.834906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 555d28d0-4e86-45f5-b4fb-8333ab5a3bf6 · outbound

This paper cites and Rennels, Glenn R.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication and Rennels, Glenn R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.890327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4abf05-546d-407a-ba4c-d58a842fe463 · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Poligon: A System for Parallel Problem Solving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.939553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d7ee51-72fa-4cf0-be03-8e4787a00d15 · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:18.989615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1106d75-3cea-4e8c-9621-088fd68c14bb · outbound

This paper cites The Engineering of Qualitative Models.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication The Engineering of Qualitative Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:19.075924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf16123-881e-4ebc-a71a-3f53e326d97c · outbound

This paper cites 2023 , eprint=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:19.114317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd121f61-ee99-492c-a47c-fd39e7b5b477 · outbound

This paper cites Pluto: The 'Other' Red Planet.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Pluto: The 'Other' Red Planet

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:19.218581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37597e1e-eeef-4340-ad41-e736b9c5dd46 · outbound

This paper cites AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.542102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95a476ca-7879-40e8-8aad-9d129483d2e2 · outbound

This paper cites Communications of the ACM , volume=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Communications of the ACM , volume=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.525489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52c299be-be55-470c-a5df-8fc4296264da · outbound

This paper cites AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.509319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f1cc1965-ace9-46b1-b113-d631d5feb09a · outbound

This paper cites Information-Theoretic Privacy Control for Sequential Multi-Agent.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Information-Theoretic Privacy Control for Sequential Multi-Agent

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.493927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6fb16b27-a9e3-49e2-872b-47e291c2a347 · outbound

This paper cites Securing AI Agents with Information-Flow Control.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Securing AI Agents with Information-Flow Control

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:19.726699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e8df2b-cd0a-4c60-b38c-063b7f407259 · outbound

This paper cites Maris: A Formally Verifiable Privacy Policy Enforcement Paradigm for Multi-Agent Collaboration Systems.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Maris: A Formally Verifiable Privacy Policy Enforcement Paradigm for Multi-Agent Collaboration Systems

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:19.844688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4087eb1-1589-4f78-84a8-8709687154fc · outbound

This paper cites ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.479402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e8f7252-b7e4-4e91-b46f-65b6af9882b5 · outbound

This paper cites 18th IEEE Computer Security Foundations Workshop , pages=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication 18th IEEE Computer Security Foundations Workshop , pages=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.462846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5b41497-c03d-47a4-8565-ad9e65c2f7cc · outbound

This paper cites an unresolved cited work.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:13:25.447888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6f3a0f7-c71f-4f57-acda-2ce3fdb72e0f · outbound

This paper cites an unresolved cited work.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:20.240006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 424011ba-82c1-4285-98e1-d77e89765fc4 · outbound

This paper cites , journal=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication , journal=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.421905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3a7626c-2040-4c3d-8473-0010f2363907 · outbound

This paper cites ACM Transactions on Computer Systems , volume=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication ACM Transactions on Computer Systems , volume=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.407026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b1ef08d-e872-4358-a61d-cb2b73912110 · outbound

This paper cites an unresolved cited work.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:13:25.388851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0cac819-c7e1-4baf-a741-8c04002c4b05 · outbound

This paper cites Washington Law Review , volume=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Washington Law Review , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.367991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43ce2380-4617-4321-84cf-a308af5c5abe · outbound

This paper cites Proceedings of the IEEE , volume=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Proceedings of the IEEE , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:25.084752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 979a8029-5a0c-48a0-b6c8-b9645c51a6d4 · outbound

This paper cites Unveiling Privacy Risks in.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Unveiling Privacy Risks in

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:24.726254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 534bef76-d5b3-402b-8a02-6cf858c6fa7d · outbound

This paper cites and White, Ryen W.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication and White, Ryen W

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:24.398069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b82f0daf-ce38-45b0-b36e-f91a08096f38 · outbound

This paper cites International Conference on Learning Representations , year=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication International Conference on Learning Representations , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:21.064167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f1fe40-fdf5-48b9-808f-5adc184a7f9f · outbound

This paper cites Agent Security Bench (.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Agent Security Bench (

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:24.095595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c448ca61-3b2a-41ae-8cb1-92df0414e4af · outbound

This paper cites AgentBench: Evaluating.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication AgentBench: Evaluating

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:23.990289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e640e605-dd41-4889-88ff-a6b56fcf8e78 · outbound

This paper cites Identifying the Risks of.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Identifying the Risks of

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:23.883483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25db83be-9d49-494b-b013-1d8e488593a5 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:23.647296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e0f8e47-dc08-487c-af06-d08f1e1e2669 · outbound

This paper cites Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:21.497262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e76a9ee6-b9b5-4b61-bd0c-36692bec41ce · outbound

This paper cites an unresolved cited work.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-04T22:13:23.469145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2be61f23-181c-4e5b-a30a-ce46cf018b36 · outbound

This paper cites Prompt Flow Integrity to Prevent Privilege Escalation in.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Prompt Flow Integrity to Prevent Privilege Escalation in

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:23.314530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94e45f9e-c87d-4625-b0d5-31b4603575c1 · outbound

This paper cites Proceedings of the Sixteenth ACM Symposium on Operating Systems Principles , pages=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication Proceedings of the Sixteenth ACM Symposium on Operating Systems Principles , pages=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:23.144409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 527eeebd-da92-4809-8613-b88f98dbd59f · outbound

This paper cites and Stoica, Ion and Gonzalez, Joseph E.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication and Stoica, Ion and Gonzalez, Joseph E

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:22.967256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 457e4755-de1d-4ec9-ac7e-da13c9e36fd6 · outbound

This paper cites International Conference on Learning Representations , year=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication International Conference on Learning Representations , year=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:22.712945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02a4f30c-98da-4d54-a24d-b632d4568c91 · outbound

This paper cites 30th USENIX Security Symposium , pages=.

MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication 30th USENIX Security Symposium , pages=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:13:22.455732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.