Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2401.10019.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T09:52:20.546491Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-11T02:47:50.885307Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 0abc19b7-3461-4e85-b56e-dadc5c37c35a · inbound
LLM Multi-Agent Systems: Challenges and Open Problems cites this paper.
LLM Multi-Agent Systems: Challenges and Open Problems R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T10:23:05.082632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f2c018c3-9266-4a2f-af8f-fe2126da702e · inbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents cites this paper.
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T13:36:57.091607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df6d1152-6f3f-4f2a-94bd-40b6b89500f8 · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 30
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T02:57:38.220209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d89de49-1012-4e06-be02-7e1de5e1f376 · inbound
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents cites this paper.
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of Foundation Model-based Embodied Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:52:20.546491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f281932-5d65-49e8-8d7a-b745b7c28f33 · inbound
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels cites this paper.
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:06:38.144746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6758dd8f-abbc-4e88-b0fa-2696c8c7aa84 · inbound
StepShield: When, Not Whether to Intervene on Rogue Agents cites this paper.
StepShield: When, Not Whether to Intervene on Rogue Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T06:48:32.932827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c937a7c-2055-4db7-94e4-fc49830a7256 · 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 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T21:18:17.059142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 520afc4f-e6cc-4ad4-ae8f-3319f22556ad · 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 R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T22:03:02.674323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4049a741-54cd-4c61-a3b7-8da8564ed31e · inbound
DRAFT: Task Decoupled Latent Reasoning for Agent Safety cites this paper.
DRAFT: Task Decoupled Latent Reasoning for Agent Safety R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T02:27:09.842266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d2f6e009-fa7a-4f8f-b378-29afc43db615 · inbound
SkillAttack: Automated Red Teaming of Agent Skills through Attack Path Refinement cites this paper.
SkillAttack: Automated Red Teaming of Agent Skills through Attack Path Refinement R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T11:36:41.748710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb63e9ed-6dc7-40f1-b67f-caa1942984e8 · inbound
Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout cites this paper.
Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T05:51:10.933125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c081e7e-5055-46d8-a312-fba893267525 · inbound
Policy-Invisible Violations in LLM-Based Agents cites this paper.
Policy-Invisible Violations in LLM-Based Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:00:59.873412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db891510-4d5e-4900-b3cb-67eabced0515 · inbound
Beyond Autonomy: A Dynamic Tiered AgentRunner Framework for Governable and Resilient Enterprise AI Execution cites this paper.
Beyond Autonomy: A Dynamic Tiered AgentRunner Framework for Governable and Resilient Enterprise AI Execution R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:56:27.753401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 967c5c0a-2f0d-4fd8-b5e8-bcd54bff5ea2 · inbound
Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents cites this paper.
Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T01:43:56.667888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a97f5a52-8e9e-41a7-9639-4fd1cbb5d36b · inbound
What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents cites this paper.
What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 26
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T23:36:22.963107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation adbe4bee-02be-4761-a05e-2c81c0712b0e · inbound
Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification cites this paper.
Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T02:46:28.180056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 81136a4f-1ad6-44bb-bb8d-4fe17553ea2c · inbound
RPO-PDT: Demonstrating Role-Play-Based Knowledge Adaptation for Student Support Dialogue (Demonstration System) cites this paper.
RPO-PDT: Demonstrating Role-Play-Based Knowledge Adaptation for Student Support Dialogue (Demonstration System) R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T01:17:30.406892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 876c6ca4-f5d5-47f6-af89-492a463d9772 · inbound
AgentCanary: A Security Evaluation Framework for Autonomous AI Agents in Real Executable Environments cites this paper.
AgentCanary: A Security Evaluation Framework for Autonomous AI Agents in Real Executable Environments R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T06:07:41.460941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c204640-a2d8-418d-a808-64b9884a0547 · inbound
The Gate Is Only as Honest as Its Contracts: ContractGuard for the Contract Layer of Risk-Aware Causal Gating cites this paper.
The Gate Is Only as Honest as Its Contracts: ContractGuard for the Contract Layer of Risk-Aware Causal Gating R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 23
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T00:49:18.277503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b9648ffe-e43d-478a-aa3f-7c0accafecbe · inbound
ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures cites this paper.
ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T17:38:44.293868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f47a0459-d913-46bd-9bc7-ab1b30fed566 · inbound
FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming cites this paper.
FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T04:09:34.788571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aa6f9bec-9208-4351-be60-225610dcf38e · inbound
The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities cites this paper.
The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 50
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-11T02:47:50.905903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2fdfbdb3-23a1-43e4-9190-4e1caab379fc · inbound
SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents cites this paper.
SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 35
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T03:05:54.867875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 56127026-aa2a-44e8-86c7-485e89c9fef1 · inbound
Every Model Cheats: Prompt-Level Mitigation of Cheating on Offensive Cyber Tasks cites this paper.
Every Model Cheats: Prompt-Level Mitigation of Cheating on Offensive Cyber Tasks R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:49:30.678939Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2638466-da69-4762-afad-f4a6fa0209d3 · inbound
Execution-Grounded Security Testing for Coding Agents in Software Engineering Pipelines cites this paper.
Execution-Grounded Security Testing for Coding Agents in Software Engineering Pipelines R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:39:58.329709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06b0426c-f018-45aa-ac6d-7537ad121c6b · inbound
How Benchmarks Mis-Score Computer-Use Agents cites this paper.
How Benchmarks Mis-Score Computer-Use Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T09:36:43.813643Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.