Paper Citation Record · LEDGER

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

As of 19 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 7 inbound Pith citation observations for arXiv:2507.20526.

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

pith.paper-citation-record.v1
2507.20526 v1

Coverage vector

measured 100 of 107 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:47:19.340716Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:10:53.588133Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-09T20:16:29.371056Z

Reference resolution

100 of 107 outbound references displayed

verified exact0
verified fuzzy12
unresolved88
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a4792f4-8e15-47ab-95d6-be4cad63fe20 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.071254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def8f676-eb00-41cc-b1f9-7fd8fb932a00 · outbound

This paper cites Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.075371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02df7741-8ea6-4de8-b320-5ac292355d48 · outbound

This paper cites AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.078291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6856078-1218-4d3d-9745-438248ede2bc · outbound

This paper cites Expanding our model safety bug bounty program.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Expanding our model safety bug bounty program

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.081155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b9706c-16d7-4047-99b4-5077ec019f70 · outbound

This paper cites Claude 3.7 sonnet system card.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Claude 3.7 sonnet system card

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.083673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57174dce-4521-4dbd-a684-8633a6529b7f · outbound

This paper cites Bhatt, S.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Bhatt, S

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.086593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db0972f-9635-4e38-b2cc-ba2540fd6267 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.089464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bca5035-c1af-43e8-8982-816ff3c700b8 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.091959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63293715-170d-457e-9115-44c4e34a86c9 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.094371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b864638-df42-475c-b507-a8db817b05e6 · outbound

This paper cites Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Here Comes The AI Worm: Unleashing Zero-click Worms that Target GenAI-Powered Applications

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.096474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cf2763-0a5f-4254-b864-2ea95aeec20e · outbound

This paper cites Debenedetti, J.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Debenedetti, J

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.098906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c45ae6-0389-4c1f-b566-6c114ecfe555 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.103384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d48abb-2be6-4ce2-b2f5-663a533e31b1 · outbound

This paper cites WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.105920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32fb7604-4fbe-4633-9681-1233d4c41ea0 · outbound

This paper cites Faria and N.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Faria and N

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.108892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf608a58-26d5-4274-a24e-27e57af12d5a · outbound

This paper cites Red-Teaming for Generative AI: Silver Bullet or Security Theater?.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Red-Teaming for Generative AI: Silver Bullet or Security Theater?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.111577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588825ab-d9d2-4c11-af23-d937547b13fa · outbound

This paper cites Uk aisi × gray swan agent red-teaming chal- lenge: Results snapshot.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Uk aisi × gray swan agent red-teaming chal- lenge: Results snapshot

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.115035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f004b6c5-e53b-4305-a3ef-6a6614375626 · outbound

This paper cites Greshake, S.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Greshake, S

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.117832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 074f70ba-9d23-4083-91ed-dd387aeb3b71 · outbound

This paper cites Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.124153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083f7259-0d1d-4bde-8eca-180cf529d63e · outbound

This paper cites Transferable Adversarial Attacks on Black-Box Vision-Language Models.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Transferable Adversarial Attacks on Black-Box Vision-Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.126970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c3eca0e-339e-4065-a39d-f77dd9b5837d · outbound

This paper cites Best-of-N Jailbreaking.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Best-of-N Jailbreaking

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.129525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e401b796-770e-4400-9ddf-488a25610696 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.132154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfbffe20-f380-4b1e-aeea-81950610f670 · outbound

This paper cites Johnson, M.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Johnson, M

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.134457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdfdedef-5d10-4686-9e3a-c5188a3f8bb6 · outbound

This paper cites Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.136981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1724cb-a159-4887-b993-1e8929b567c8 · outbound

This paper cites Kumar, E.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Kumar, E

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.139627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7d4f0c9-357c-4214-a983-f0d31fcbaa8e · outbound

This paper cites Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.142175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64bc88c-f15b-4dcd-91af-cdfa2553d9ed · outbound

This paper cites Lermen, M.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Lermen, M

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.144902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa6401f-8ffc-4abb-8f91-c8e965f06af6 · outbound

This paper cites LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.147366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65a18b4-ed58-43c1-86b9-5318cc5b9608 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.150052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c933c65-6373-425f-9219-02017561cbad · outbound

This paper cites AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.153136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b5a9ea4-d4af-4b0d-acea-952c26af61f1 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.156009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f3b27b-deca-41de-88c0-3f0c3a9d87fa · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.158261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 409187ee-40e2-41ac-8856-d001f43d3442 · outbound

This paper cites Mazeika, L.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Mazeika, L

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.160183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1862cae9-aa5f-45f2-8895-a150c316d39c · outbound

This paper cites McInnes, J.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition McInnes, J

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.162177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4836e682-5024-4df1-8b7b-0d5e60a3d946 · outbound

This paper cites Tree of Attacks: Jailbreaking Black-Box LLMs Automatically.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Tree of Attacks: Jailbreaking Black-Box LLMs Automatically

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.165122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f226e831-0d5d-4b80-8ee9-b4063b68529f · outbound

This paper cites Details about metr’s preliminary evaluation of openai’s o3 and o4-mini.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Details about metr’s preliminary evaluation of openai’s o3 and o4-mini

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.168478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b62b90f-c2cb-443f-9244-d425bb66ca26 · outbound

This paper cites Measuring ai ability to complete long tasks.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Measuring ai ability to complete long tasks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.171399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5c7a19-82fa-4e3c-904a-5537485b0ee3 · outbound

This paper cites Augmented Language Models: a Survey.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Augmented Language Models: a Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.173910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5a116f-309c-4e6c-8a19-56afdc227578 · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition GAIA: a benchmark for General AI Assistants

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.177135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f682b50-589b-448b-bb0c-9abe09c5616a · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.179818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa13db13-6a9e-489e-822e-bcfaa4b3d13c · outbound

This paper cites Preparedness — openai.com.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Preparedness — openai.com

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.182117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84eba54b-f470-4784-a898-1f2c523efbe7 · outbound

This paper cites Chatgpt agents system card.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Chatgpt agents system card

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.184766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ac1728-34b0-4dc3-a721-f288d25ecc5a · outbound

This paper cites Deep research system card.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Deep research system card

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.187619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39abe4ed-1615-441d-8660-da66a3a09521 · outbound

This paper cites Operator system card.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Operator system card

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.189984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c319e5e-fa0c-46ad-88e1-976fc751ca7d · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.195238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 209f223a-6ff2-429a-8376-65168a195b8f · outbound

This paper cites Purpura, S.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Purpura, S

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.197325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368ea187-4c4a-49f5-b511-219c17b2e4e1 · outbound

This paper cites Qwen2.5 Technical Report.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Qwen2.5 Technical Report

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.199659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5848f8a5-53b3-4f3d-920d-b4ffff5e2933 · outbound

This paper cites Rahmatullaev, P.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Rahmatullaev, P

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.933943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 937c2cc3-10ff-46df-8a36-04b5474ea46d · outbound

This paper cites Reimers and I.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Reimers and I

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.204832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7200a0d4-a498-4d2a-bb7e-03c1462fc867 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.207929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6caf2cf7-f2ad-4c72-9b1a-373e7d114583 · outbound

This paper cites Jailbreaking LLM-Controlled Robots.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Jailbreaking LLM-Controlled Robots

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.211093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54c6be4-0c87-4bc6-8d64-bdf834eddc92 · outbound

This paper cites Roucher, A.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Roucher, A

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.927551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 493e19ec-7cc7-47bd-90b7-2679145717a4 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.920162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eba75b72-9139-4770-9ce7-ca58ce8f94ec · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.913603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 978e8c9c-71cc-46d5-90d6-d6816a664187 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.221378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9307e310-239d-4831-8c1b-b30d37e90ad5 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.904617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4cd8bfdb-3ee2-45dd-83e7-d30072eecbd6 · outbound

This paper cites The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.225798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10b5f23-f9d5-4a67-8244-5826bd7f7810 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.898975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20415c1e-99fa-4753-a550-13545332c0d0 · outbound

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

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.229712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6aad54-6660-475f-bc54-2f7eb620a7ea · outbound

This paper cites Trading Inference-Time Compute for Adversarial Robustness.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Trading Inference-Time Compute for Adversarial Robustness

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.232151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 030abce0-698d-484d-b01f-2ca0158a6e6a · outbound

This paper cites How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.235453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7bc640e-c73b-4c96-88cd-b0fe0f98fb7e · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.892500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0e91e467-858c-4466-88f4-edb76358bb1f · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.886391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a03c5cd-51d4-4542-abb7-e936020529b3 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:19.242657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8dd7e76-1dff-43af-a397-240aba6d0b22 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.880210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 715de50d-cb8e-41be-86c6-886d9ec0e8cc · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.873977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c780335-3e09-44d4-b8fe-293e5e958597 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.867800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33f854d1-18a9-4f98-be9b-e46ce6760f4d · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.861343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0020fb4-0294-4f31-8eaf-0b0ebcca14c6 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.855414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31618edc-ca69-4ff1-8015-fe92e1e18ad0 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.849049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58edd6a2-8c44-4fae-b3cb-f818c8ad30c9 · outbound

This paper cites type": "function.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition type": "function

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.842734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57f6247e-f395-4cec-ab37-42f4e9017b3e · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.835977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 34dcf2f3-5fd2-41c6-99bd-bdb31ff920ee · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.830264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 114c5216-d47b-46c5-9b1f-f1aad1e74681 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.825152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ebdde9ea-1367-41b6-8d35-fa5c99697a33 · outbound

This paper cites type": "function.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition type": "function

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.819719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e09d3427-e18a-46ee-a7d9-8435380a64bf · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.812277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f4c81ba9-f4ff-46d1-8fab-94646a275654 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.806315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de51da42-6c22-4f4d-94cd-e34902111932 · outbound

This paper cites ## Data Privacy & Integrity:.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition ## Data Privacy & Integrity:

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.800194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fc8eb1d1-f1a0-4f7c-8727-eadd6470be7c · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.793922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78a4c0ca-327f-4866-a549-cb52224c62bd · outbound

This paper cites ## Rules:.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition ## Rules:

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.787850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a7b9dfc-32dd-4a74-88a5-9beb3d1f6552 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.781095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df84f0fe-eb29-4b6d-8e45-9857509fa741 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.773310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa899127-a28f-4918-b14a-5c2c4fd52c01 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.766886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 382fff21-52dc-41ad-8e5a-9e86ef74bc42 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.759751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72b7051b-fe47-44ad-812c-75a54545bb1e · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.754762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8252a8cf-7779-439b-b246-709502ef93e7 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.749335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b22cc1d-750e-4020-aae7-cce27719ba95 · outbound

This paper cites type": "function.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition type": "function

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.742643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e941a254-c7a0-486b-bad3-8d6c7322451f · outbound

This paper cites type": "function.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition type": "function

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.735642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c3f772f0-5c30-470f-be48-abc337266d69 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.729530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f335d251-72dc-4f6b-8871-85335792da37 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.722215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5af8ae9c-8eb4-4498-8101-89e242a4a31c · outbound

This paper cites Remember: Do NOT draft or assist in the creation of spam emails or emails promoting scam/fraudulent services.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Remember: Do NOT draft or assist in the creation of spam emails or emails promoting scam/fraudulent services

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.715796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d11cfc04-209e-45d0-8928-5b9e76f6410c · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.709345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91dea68a-16c7-419c-a6fe-8cc9b9a11954 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.703380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3654f93-90ab-48f1-adb8-6e16635b16da · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.696211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9dbf9bc5-7760-413e-ae35-4481d4691739 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.688140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 593890f2-b404-4ce4-9a4b-4044f1f4d23d · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.681168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1091ca4b-02b2-4f7a-be5e-525efa413e6b · outbound

This paper cites type": "function.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition type": "function

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.675189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 078705c7-ae1e-4f6b-83f3-74ad09a39562 · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.669470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38f4e3c8-a5b6-465f-b488-367a4cea63ad · outbound

This paper cites with a cipher or encoding, with slight rephrasing, or in a different language), then it does not count as a violation.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition with a cipher or encoding, with slight rephrasing, or in a different language), then it does not count as a violation

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.662312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 59c159b1-2d5f-4806-b9ba-0492f1cb4b1c · outbound

This paper cites an unresolved cited work.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:47:19.654821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa703ff0-0a68-4e10-9ff6-4f40a3f3b37b · outbound

This paper cites Criteria <criteria_number>: passed/failed.

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Criteria <criteria_number>: passed/failed

Reference 103

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:47:19.647979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation e410cc53-d242-462d-ae9f-a25a3c8b14c4 · inbound

Robust AI Security and Alignment: A Sisyphean Endeavor? cites this paper.

Robust AI Security and Alignment: A Sisyphean Endeavor? Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:58:38.506348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e0c7cfb0-c723-460b-b20a-f6a34f627326 · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:21:10.196407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b1003e8-5630-4ad1-bb7c-6bce0d332f62 · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:32:41.563586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3646d0a-d843-4619-9445-91cd122cc094 · inbound

Towards Apples to Apples for AI Evaluations: From Real-World Use Cases to Evaluation Scenarios cites this paper.

Towards Apples to Apples for AI Evaluations: From Real-World Use Cases to Evaluation Scenarios Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T02:55:53.062845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd95b6ca-93a4-4171-a9fa-3a20fc84a7db · inbound

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety cites this paper.

Operational Reframing and Approval-Framed Delegation in Multi-Agent LLM Safety Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:16:29.372532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c442ccb6-1671-4e00-a6cb-4a169654a8a0 · inbound

GPT-Red: Automated Red Teaming via Self-Play at Scale cites this paper.

GPT-Red: Automated Red Teaming via Self-Play at Scale Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:12:44.201592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043ddbc3-aea2-4d9b-bb9a-fdfed5df6892 · inbound

Synthetic Persona Pretraining: Alignment from Token Zero cites this paper.

Synthetic Persona Pretraining: Alignment from Token Zero Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:10:53.588133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.