Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:13:24.003904Z
Paper Citation Record · LEDGER
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
As of 19 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 31 inbound Pith citation observations for arXiv:2508.00500.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:41:23.013914Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T18:00:00.393488Z
Reference resolution
65 of 65 outbound references displayed
- verified exact1
- verified fuzzy39
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 252c9629-9455-49e3-8b5e-7ee73806c2ad · outbound
This paper cites Safe reinforcement learning via shielding.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Safe reinforcement learning via shielding
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:30.717598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 163c129e-7631-42e1-acfb-b2f25feefd0e · outbound
This paper cites Concrete Problems in AI Safety.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Concrete Problems in AI Safety
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:17.820219Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c8300aa-9498-4fa3-a4e0-e2d341bef5da · outbound
This paper cites Agentharm: A benchmark for measuring harmfulness of llm agents, 2024.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Agentharm: A benchmark for measuring harmfulness of llm agents, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:30.539326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8d7f8f4d-c84d-4bd6-8950-29cdd418320e · outbound
This paper cites Proguard.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Proguard
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:30.343228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0fb28eab-f002-4732-8895-aac87de9a944 · outbound
This paper cites Apollo open source platform 9.0, 2023.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Apollo open source platform 9.0, 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:30.192014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f7457c0f-a15e-4eaf-ad72-da49d6ddce91 · outbound
This paper cites Principles of Model Checking.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Principles of Model Checking
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:30.052771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6be9ff87-083f-43d5-ac21-f904052cf713 · outbound
This paper cites Introduction to Runtime Verification, volume 10457 of Lecture Notes in Computer Science , pages 1–33.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Introduction to Runtime Verification, volume 10457 of Lecture Notes in Computer Science , pages 1–33
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.924327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f121756-6e77-4b37-9012-abf3e78b72fc · outbound
This paper cites Smolka, Scott D.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Smolka, Scott D
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.756339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c09b2093-abe3-4524-b0ec-377c5d3da436 · outbound
This paper cites Probabilistic verification of fairness properties via concentration.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Probabilistic verification of fairness properties via concentration
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.604314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2afed4dc-4f49-4e5d-8203-01ac32fffaff · outbound
This paper cites Global pac bounds for learning discrete time markov chains.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Global pac bounds for learning discrete time markov chains
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.502712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e15f6bf1-e9fd-4d69-bf16-16c92d0241af · outbound
This paper cites Lmql: A query language for large language models.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Lmql: A query language for large language models
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.361821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0e3615f7-d695-4dfa-a4fa-25f5451b5876 · outbound
This paper cites Simulating Emergent Properties of Human Driving Behavior Using Multi-Agent Reward Augmented Imitation Learning.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Simulating Emergent Properties of Human Driving Behavior Using Multi-Agent Reward Augmented Imitation Learning
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T10:13:24.850547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0ae4f172-2bd3-4cfa-818a-e6e389362cc8 · outbound
This paper cites Boyajian, Jens Clausen, Lea M.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Boyajian, Jens Clausen, Lea M
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.204763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d1fbf8aa-20c9-4cf7-8a5e-fed1d859917e · outbound
This paper cites Pstmonitor: Monitor synthesis from probabilistic session types.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Pstmonitor: Monitor synthesis from probabilistic session types
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:29.029210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f3427894-5fdc-4aae-8e81-39550b7ed1eb · outbound
This paper cites MemGPT: Towards LLMs as Operating Systems.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction MemGPT: Towards LLMs as Operating Systems
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:19.190286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151ca084-2b9a-43dd-b138-2915a3372840 · outbound
This paper cites Shieldagent: Shielding agents via verifiable safety policy reasoning, 2025.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Shieldagent: Shielding agents via verifiable safety policy reasoning, 2025
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.901715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2d091f15-27ec-4bb3-84b0-35e980e8feb2 · outbound
This paper cites Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents, 2024.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Agentdojo: A dynamic environment to evaluate prompt injection attacks and defenses for llm agents, 2024
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.796072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4ec7a40e-f152-4002-9982-8e9b2563802f · outbound
This paper cites LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:19.575886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d23959c-1bf3-448f-8f08-bc1b5348f88e · outbound
This paper cites Real estate listing gaffe exposes widespread use of ai in australian industry – and potential risks.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Real estate listing gaffe exposes widespread use of ai in australian industry – and potential risks
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.586543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 00d485da-b6f4-40b5-9f88-334903ef3121 · outbound
This paper cites Redcode: Risky code execution and generation benchmark for code agents, 2024.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Redcode: Risky code execution and generation benchmark for code agents, 2024
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.478813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0ff1f594-9bb5-4672-b47d-a3783fc94848 · outbound
This paper cites Integrating Expert Knowledge into Logical Programs via LLMs.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Integrating Expert Knowledge into Logical Programs via LLMs
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:13:24.728949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 221659bf-0980-496b-9656-4f1caf7c399f · outbound
This paper cites Understanding the planning of LLM agents: A survey.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Understanding the planning of LLM agents: A survey
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:20.152114Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3622757c-8d4d-4c6b-b85c-f3cfd1315d71 · outbound
This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:20.244039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6807cf9f-080f-4936-9023-6d44e42f49ff · outbound
This paper cites an unresolved cited work.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T10:13:28.363356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c67859f9-8ec1-46cb-8f0b-bc2b288d3787 · outbound
This paper cites Prism 4.0: Verification of probabilistic real-time systems.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Prism 4.0: Verification of probabilistic real-time systems
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.195866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aebacfb4-bc41-447d-b625-ebc0cf7bb2ce · outbound
This paper cites Langchain, 2025.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Langchain, 2025
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:28.074801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c4148f85-41f7-40b0-b353-56a1e6afa5aa · outbound
This paper cites A brief account of runtime verification.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction A brief account of runtime verification
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.973781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bd2b938f-5027-4379-a71d-54617f9c4b0b · outbound
This paper cites A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:20.718730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b06d3d7b-2a1f-4c81-9583-25530d467382 · outbound
This paper cites Holistic Evaluation of Language Models.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Holistic Evaluation of Language Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:20.819403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5effe28e-7c14-4826-bb73-aab69d02fff1 · outbound
This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction TruthfulQA: Measuring How Models Mimic Human Falsehoods
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:20.929718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1477122d-d7e0-44c3-8083-b810cf2fad63 · outbound
This paper cites Dimensionless Policies based on the Buckingham $\pi$ Theorem: Is This a Good Way to Generalize Numerical Results?.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Dimensionless Policies based on the Buckingham $\pi$ Theorem: Is This a Good Way to Generalize Numerical Results?
Reference 31
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T10:13:24.493557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1753f410-b88b-405d-afc8-d105c8ca95ac · outbound
This paper cites The Effects of Transmission-Rights Pricing on Multi-Stage Electricity Markets.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction The Effects of Transmission-Rights Pricing on Multi-Stage Electricity Markets
Reference 32
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T10:13:24.346334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d9c32dcd-abee-461c-8d38-7be162fe3b7a · outbound
This paper cites Manning, Prabhakar Raghavan, and Hinrich Schütze.Introduction to Information Retrieval.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Manning, Prabhakar Raghavan, and Hinrich Schütze.Introduction to Information Retrieval
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:21.264013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a13413c-75b6-401a-a3eb-f653b86c770b · outbound
This paper cites Training language models to follow instructions with human feedback.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Training language models to follow instructions with human feedback
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:21.400477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c420c702-bc18-40c3-93a6-0b16845c5a38 · outbound
This paper cites Unveiling ai agent vulnerabilities part v: Securing llm services.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Unveiling ai agent vulnerabilities part v: Securing llm services
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.861321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c5cab2b-b9e1-4b82-a9cc-049a459f777f · outbound
This paper cites When ai thinks it will lose, it sometimes cheats, study finds.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction When ai thinks it will lose, it sometimes cheats, study finds
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.689049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 49cd724b-047a-4f4c-b6dc-ad4b01a90428 · outbound
This paper cites Ai agents: greater capabilities and enhanced risks.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Ai agents: greater capabilities and enhanced risks
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.575875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f632a70d-72e7-408a-a279-b93d23385584 · outbound
This paper cites Beyond accuracy: Behavioral testing of nlp models with checklist.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Beyond accuracy: Behavioral testing of nlp models with checklist
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.434815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4aeb6337-66c9-46d8-b23e-cf7b3f67f989 · outbound
This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Toolformer: Language Models Can Teach Themselves to Use Tools
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:21.847940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de147b00-0a5d-4ca5-834b-14499b7545de · outbound
This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:21.925303Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c752fb5-30ae-41bc-a4c3-0ea4663855a5 · outbound
This paper cites Imprompter.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Imprompter
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.284815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a153b6a1-c672-4a10-b987-0d0c4e111822 · outbound
This paper cites Stoller, Ezio Bartocci, Justin Seyster, Radu Grosu, Klaus Havelund, Scott A.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Stoller, Ezio Bartocci, Justin Seyster, Radu Grosu, Klaus Havelund, Scott A
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.159085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5e9cdcc0-59b0-4226-94f6-ea738cb836bd · outbound
This paper cites Probabilistic verification of neural networks against group fairness.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Probabilistic verification of neural networks against group fairness
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:27.049968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 57f51098-85aa-4e56-8b3f-c43b1e3fea59 · outbound
This paper cites Poskitt, Jun Sun, Yuqi Chen, and Zijiang Yang.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Poskitt, Jun Sun, Yuqi Chen, and Zijiang Yang
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.890120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b316b2a5-ff57-4291-8e91-b5d38e2a99e3 · outbound
This paper cites Poskitt, Kun Wang, and Jun Sun.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Poskitt, Kun Wang, and Jun Sun
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.711529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 47b458e0-e81f-4e3b-9f55-06bcd8e83f0d · outbound
This paper cites Cyber crime is surging.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Cyber crime is surging
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.548411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 12912042-7656-4481-8ec4-1d9130431fb6 · outbound
This paper cites Poskitt, and Jun Sun.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Poskitt, and Jun Sun
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.438655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 794d7edf-849d-4fbf-805a-99b3d16e3acc · outbound
This paper cites Improving proba- bility estimation through active probabilistic model learning.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Improving proba- bility estimation through active probabilistic model learning
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.268683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 16c3f98b-9696-4299-adda-47470e192c36 · outbound
This paper cites Automatically ’verifying’ discrete-time complex systems through learning, abstraction and refinement.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Automatically ’verifying’ discrete-time complex systems through learning, abstraction and refinement
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:26.132374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc9a59f4-ad3a-402d-8f4e-5003522e930b · outbound
This paper cites Should we learn probabilistic models for model checking? a new approach and an empirical study.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Should we learn probabilistic models for model checking? a new approach and an empirical study
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.969591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 94072d3c-9329-4e59-b0da-1cc17ccea310 · outbound
This paper cites Learning probabilistic models for model checking: An evolutionary approach and an empirical study.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Learning probabilistic models for model checking: An evolutionary approach and an empirical study
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.819866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dca629df-d94a-44a7-9e9f-1414c03ef397 · outbound
This paper cites Poskitt, Yang Sun, Jun Sun, Jingyi Wang, Peng Cheng, and Jiming Chen.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Poskitt, Yang Sun, Jun Sun, Jingyi Wang, Peng Cheng, and Jiming Chen
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.680691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2d73746-2265-44b1-b9d4-8eafe1254026 · outbound
This paper cites A Survey on Large Language Model based Autonomous Agents.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction A Survey on Large Language Model based Autonomous Agents
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.035683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86125733-73c5-48b2-a89a-c21ffcf9aadf · outbound
This paper cites Llm-powered autonomous agents.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Llm-powered autonomous agents
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.518043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6b79df17-58b9-4c19-a39c-ecd86ed30112 · outbound
This paper cites Guardagent: Safeguard llm agents by a guard agent via knowledge-enabled reasoning, 2025.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Guardagent: Safeguard llm agents by a guard agent via knowledge-enabled reasoning, 2025
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.375382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5a273d44-027b-4fd3-8c2d-8d7d21953e81 · outbound
This paper cites an unresolved cited work.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T10:13:25.215380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ee42e3b6-f6d0-47a5-9fbb-b1dc11bddbae · outbound
This paper cites Voyager: An open-ended embodied agent with large language models.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Voyager: An open-ended embodied agent with large language models
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:25.103331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation da773d09-8a1d-4ca3-bb27-8cf51304dcb8 · outbound
This paper cites Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks
Reference 58
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T10:13:24.222257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3e1f2dfb-d6fa-4b2e-acdb-4cc9f5ccf2c5 · outbound
This paper cites React: Synergizing reasoning and acting in language models, 2023.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction React: Synergizing reasoning and acting in language models, 2023
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.514557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1738cc1a-c64a-4b72-a9fe-d1d38ab613a5 · outbound
This paper cites Survey on Evaluation of LLM-based Agents.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Survey on Evaluation of LLM-based Agents
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.597680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6fd1462-adb9-448b-830a-b08e8e4c4540 · outbound
This paper cites Safeagentbench: A benchmark for safe task planning of embodied llm agents, 2025.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Safeagentbench: A benchmark for safe task planning of embodied llm agents, 2025
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.714798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08742ff0-a36a-4506-9ea7-a53020c7a357 · outbound
This paper cites Rvllm: Llm runtime verification with domain knowledge.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Rvllm: Llm runtime verification with domain knowledge
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.789339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f0eb97b-96b5-46e6-9ba4-d436b8d88aa7 · outbound
This paper cites Distributionally Robust Receive Combining.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Distributionally Robust Receive Combining
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:23.857992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b99709f-74cf-4b4d-9e12-b0aa2f656610 · outbound
This paper cites Agentdam: Privacy leakage evaluation for autonomous web agents, 2025.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Agentdam: Privacy leakage evaluation for autonomous web agents, 2025
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:13:24.986904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c7e21a6a-5c9e-4963-b3b2-45149780c19b · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:13:24.003904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation e95c3f77-6b4b-4196-bbbb-7436a69e026b · inbound
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges cites this paper.
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 223
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c50675d6-3180-4f8f-be95-01ea3eac24ce · inbound
PowerDAG: Supervisory Agentic AI System for Automating Distribution Grid Analysis cites this paper.
PowerDAG: Supervisory Agentic AI System for Automating Distribution Grid Analysis ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6936778e-dfc4-4f76-9848-31bcb454c972 · inbound
ATLAS-RTC: Closing the Loop on LLM Agent Output with Token-Level Runtime Control cites this paper.
ATLAS-RTC: Closing the Loop on LLM Agent Output with Token-Level Runtime Control ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4043f1bf-baac-4b6e-ab6c-58e65f405284 · inbound
ATBench: A Diverse and Realistic Agent Trajectory Benchmark for Safety Evaluation and Diagnosis cites this paper.
ATBench: A Diverse and Realistic Agent Trajectory Benchmark for Safety Evaluation and Diagnosis ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34209d3e-491f-4f7f-99f3-e98c9bfedfcd · inbound
ATBench: A Diverse and Realistic Agent Trajectory Benchmark for Safety Evaluation and Diagnosis cites this paper.
ATBench: A Diverse and Realistic Agent Trajectory Benchmark for Safety Evaluation and Diagnosis ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9e85ba7c-5c87-4ff0-be93-411570119518 · inbound
Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems cites this paper.
Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5e05fb08-13df-4607-8e02-51150b19a0c0 · inbound
Harnessing Embodied Agents: Runtime Governance for Policy-Constrained Execution cites this paper.
Harnessing Embodied Agents: Runtime Governance for Policy-Constrained Execution ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 02ec009d-f601-4118-8f12-7ab9f18d9044 · inbound
Harnessing Embodied Agents: Runtime Governance for Policy-Constrained Execution cites this paper.
Harnessing Embodied Agents: Runtime Governance for Policy-Constrained Execution ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0b998ebc-d827-4ca8-9b3a-77b86360fcf9 · inbound
Owner-Harm: A Missing Threat Model for AI Agent Safety cites this paper.
Owner-Harm: A Missing Threat Model for AI Agent Safety ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 819c1422-7506-4a29-b4e5-0f233f5679b2 · inbound
Sovereign Agentic Loops: Decoupling AI Reasoning from Execution in Real-World Systems cites this paper.
Sovereign Agentic Loops: Decoupling AI Reasoning from Execution in Real-World Systems ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b611884f-8ae0-48db-981c-bd87de23980a · inbound
Measuring the Unmeasurable: Markov Chain Reliability for LLM Agents cites this paper.
Measuring the Unmeasurable: Markov Chain Reliability for LLM Agents ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 46bff2a8-8ccb-4bd7-8772-b4def0492778 · inbound
Constraining Host-Level Abuse in Self-Hosted Computer-Use Agents via TEE-Backed Isolation cites this paper.
Constraining Host-Level Abuse in Self-Hosted Computer-Use Agents via TEE-Backed Isolation ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 169d5cd8-08df-41c8-ac46-163c94f4b068 · inbound
When Routine Chats Turn Toxic: Unintended Long-Term State Poisoning in Personalized Agents cites this paper.
When Routine Chats Turn Toxic: Unintended Long-Term State Poisoning in Personalized Agents ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5d30bdb4-4d31-41fc-af51-9576a151dbb9 · inbound
TraceFix: Repairing Agent Coordination Protocols with TLA+ Counterexamples cites this paper.
TraceFix: Repairing Agent Coordination Protocols with TLA+ Counterexamples ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 37
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c9650045-60b9-491e-aed3-d4af276dce1c · inbound
RecRM-Bench: Benchmarking Multidimensional Reward Modeling for Agentic Recommender Systems cites this paper.
RecRM-Bench: Benchmarking Multidimensional Reward Modeling for Agentic Recommender Systems ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c33cbc70-a136-410b-9efa-8d50442c5736 · inbound
Do Coding Agents Understand Least-Privilege Authorization? cites this paper.
Do Coding Agents Understand Least-Privilege Authorization? ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 201db2c3-a749-43c4-8690-cfda532b7a73 · inbound
From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI cites this paper.
From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 135
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 100bfb07-78e8-4758-8bc6-b6ec37b4f6af · inbound
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment cites this paper.
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e33ce816-b157-4bbf-8ddb-f52260a0b1bf · inbound
The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents cites this paper.
The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c9bea075-e99e-4556-a2b9-7c443ae82de4 · inbound
Bistable by Construction: Wall-Clock-Calibrated State Monitors Have No Moment-Detection Regime at Agent Cadence cites this paper.
Bistable by Construction: Wall-Clock-Calibrated State Monitors Have No Moment-Detection Regime at Agent Cadence ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8b33efac-ea2f-4e10-be7a-4b3980ef0e71 · inbound
AutoSpec: Safety Rule Evolution for LLM Agents via Inductive Logic Programming cites this paper.
AutoSpec: Safety Rule Evolution for LLM Agents via Inductive Logic Programming ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77e6b53f-d746-4ff7-8507-d27d9253890b · inbound
Auditing AI Investment Recommendations as Executable Actions cites this paper.
Auditing AI Investment Recommendations as Executable Actions ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 19907e88-41a2-4aa7-81d6-69fadc5417fc · inbound
ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using LLM Agents cites this paper.
ToolPrivacyBench: Benchmarking Purpose-Bound Privacy in Tool-Using LLM Agents ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a3e21f07-68a2-430d-9965-f1262c9698a0 · inbound
Online Safety Monitoring for LLMs cites this paper.
Online Safety Monitoring for LLMs ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-08-04T02:29:49.790599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e90b5941-7433-4ce3-a6dd-4b7b29c401fa · inbound
Why Formal Monitors Fail: Attack Distribution Entropy as a Coverage Bound for LTL-Based LLM Agent Safety cites this paper.
Why Formal Monitors Fail: Attack Distribution Entropy as a Coverage Bound for LTL-Based LLM Agent Safety ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:21:06.035360Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1867f1c6-7164-4a3b-ad41-b75d7b65c53e · inbound
Securing Agentic AI: From Per-Action Checks to Trajectory Assurance cites this paper.
Securing Agentic AI: From Per-Action Checks to Trajectory Assurance ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:12:26.587196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b6f1d3-adf0-41bf-b8ca-c18627901afa · inbound
Real-Time Detection and Repair of LLM Agent Failures cites this paper.
Real-Time Detection and Repair of LLM Agent Failures ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:54:59.189094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 347f6691-128f-45ca-b4ba-17257377482a · inbound
$S^3$: Improving Agent Safety through Multi-Stage Defense cites this paper.
$S^3$: Improving Agent Safety through Multi-Stage Defense ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:14:57.549105Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e41fa59-7f49-4db1-9d9c-900613d50be8 · inbound
Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers cites this paper.
Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T11:29:32.060459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6011518-889c-426b-abf2-3e43b57fb64e · inbound
Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers cites this paper.
Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:23:14.953275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78225a67-95f7-4f83-8067-e948d58ea7e7 · inbound
DreamGuard: Efficient Runtime Guardrail for LLM Agents via Risk-Aware World Model cites this paper.
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.