Paper Citation Record · LEDGER

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.05695.

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

pith.paper-citation-record.v1
2608.05695 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:41:23.082550Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy10
unresolved25
parse uncertain1
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72d77529-ebf9-449c-aed8-b0474f9ff5e6 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:22.950357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e13b6d0-8928-4966-aea6-2c656616002c · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 2

Resolution: parse uncertain; no resolver link, observed 2026-08-15T14:41:22.956389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794053d5-56cd-4e9d-9bab-dbf6413f6722 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.697642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9a72a35b-8de2-4841-a25e-ad7d008babfa · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.687791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 336c8dcc-a058-48d6-83ca-ce195387f890 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.677339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4a359401-2998-45da-91e6-95e46be0188e · outbound

This paper cites Proceedings of the 43rd International Conference on Machine Learning (ICML) , year =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Proceedings of the 43rd International Conference on Machine Learning (ICML) , year =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.667846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a981d92-6434-445a-9af9-518dbfb831a2 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.657905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd22bf39-4fbb-484c-af8d-ddaec7324983 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.647763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d4f64a0-ee8d-446e-880c-efad3c09398e · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.637355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3975c37c-0a1f-449a-9c30-b5fc451ee1e0 · outbound

This paper cites AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:22.985658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431ce98a-3d93-402e-906b-9a7d7312bfbf · outbound

This paper cites AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:22.989467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c815d4-f933-41e0-9142-d28e48793882 · outbound

This paper cites , year =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model , year =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:22.993078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b433df-5db6-48c8-b7f5-7c5c10175606 · outbound

This paper cites HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:22.996443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7b2a85-982f-4f6b-bc5e-54a3639669b4 · outbound

This paper cites 2603.27148 , archivePrefix =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model 2603.27148 , archivePrefix =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.000263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7016d482-600e-4921-b9a1-86f2e9d93daa · outbound

This paper cites Advances in Neural Information Processing Systems 37 (NeurIPS 2024), Datasets and Benchmarks Track , pages =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Advances in Neural Information Processing Systems 37 (NeurIPS 2024), Datasets and Benchmarks Track , pages =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.627152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e76b033f-38c5-4640-91b6-1fd75fc277b4 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.617167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 85073b6a-99f9-4f65-9e3b-ebcacc06179c · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.607379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 78225a67-95f7-4f83-8067-e948d58ea7e7 · outbound

This paper cites ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.013914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aeed93f-88eb-4df8-bc1f-2b17955af4f9 · outbound

This paper cites 2602.01725 , archivePrefix =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model 2602.01725 , archivePrefix =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.017688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b97430f4-c418-4e03-a2f7-e2cf25c56d3a · outbound

This paper cites TRACES: Proactive Safety Auditing for Multi-Turn LLM Agents via Trajectory-State Modeling.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model TRACES: Proactive Safety Auditing for Multi-Turn LLM Agents via Trajectory-State Modeling

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:41:23.214675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f4b774a-78b2-4caa-84ca-dbde56d8daf4 · outbound

This paper cites Proceedings of the 36th International Conference on Machine Learning (ICML) , pages =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Proceedings of the 36th International Conference on Machine Learning (ICML) , pages =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.596842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6dde820-6c32-4526-945e-a87c376fe964 · outbound

This paper cites Nature , volume =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Nature , volume =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.585879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e966a89f-e335-42bf-a237-5d32180992ee · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.031343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21b7e09-6162-4cf7-8f39-ce15bc9a3eaa · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.569961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 18850352-4eae-4961-82db-56b47c39ad3a · outbound

This paper cites International Conference on Learning Representations (ICLR 2025) , pages =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model International Conference on Learning Representations (ICLR 2025) , pages =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.558991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ad2207b5-b935-4cf3-b65f-2e7bdc55a30a · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.548066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6f260e91-42f8-4f26-839b-16626b64dbc1 · outbound

This paper cites SafeAgent: A Runtime Protection Architecture for Agentic Systems.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model SafeAgent: A Runtime Protection Architecture for Agentic Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.045000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa9b4843-dfee-4e87-a7ab-8d29b853f682 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.538071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fff40559-311e-487c-92db-4b61846a26fc · outbound

This paper cites and Hashimoto, Tatsunori , booktitle =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model and Hashimoto, Tatsunori , booktitle =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.051717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 433fde51-ef0e-4ce1-8929-037b90aa5ebd · outbound

This paper cites Foundations and Trends in Privacy and Security , volume =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Foundations and Trends in Privacy and Security , volume =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.521163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7954dc6f-35d8-4d6e-bac2-0714142ec9c1 · outbound

This paper cites A Survey on Trustworthy.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model A Survey on Trustworthy

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.510937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 63fc38a1-a2f4-4425-a373-892c2207e253 · outbound

This paper cites Navigating the Risks: A Survey of Security and Privacy Threats in.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Navigating the Risks: A Survey of Security and Privacy Threats in

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.501102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8d21c072-af44-4fa4-8ff5-888fae519496 · outbound

This paper cites MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:41:23.189476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 556f37c4-5fe7-45f1-8ce6-4555af9a00f2 · outbound

This paper cites 2512.21220 , archivePrefix =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model 2512.21220 , archivePrefix =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.068743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2ad96e-146a-4d3e-9161-77523b68ffa3 · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:41:23.490880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation adbb8de2-c7cd-494a-b279-6ca3d4bcaba1 · outbound

This paper cites Science China Information Sciences , volume =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Science China Information Sciences , volume =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:41:23.481178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ffb1efc-8a81-450b-87ea-0066b4244acc · outbound

This paper cites an unresolved cited work.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.078870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695ab7f7-f5d9-474b-babf-93791c877c81 · outbound

This paper cites Frontiers of Computer Science , volume =.

DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model Frontiers of Computer Science , volume =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:23.082550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.