Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:19:01.993333Z
Paper Citation Record · LEDGER
Robust Context-Aware Detection of Malicious Instructions in Text
As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.05430.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
49 of 49 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved44
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 00b45416-3be4-42ac-a9a6-334b88df35b8 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.978132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5a3c36ee-9235-4b33-b596-22f90349d76d · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.963903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cceb3e4a-e04f-4c48-9184-72671f8595a9 · outbound
This paper cites Detecting Language Model Attacks with Perplexity.
Robust Context-Aware Detection of Malicious Instructions in Text Detecting Language Model Attacks with Perplexity
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.780365Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1db4460f-7d61-44af-9b99-2c7c77c3b8d1 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.949084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fbeb19d2-509b-40a2-adfe-362820628e56 · outbound
This paper cites Defeating Prompt Injections by Design.
Robust Context-Aware Detection of Malicious Instructions in Text Defeating Prompt Injections by Design
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.790313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fbf970f-6d84-4d9c-9926-2e90b518577d · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.934632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation edfa7a69-04c0-4f06-88f3-7be71cf7b4f5 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.800720Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80a44018-b10c-45e6-ae54-ae6b9c9db867 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.920224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation affce934-e3ea-4d3d-9802-3f070f02fa1e · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
Robust Context-Aware Detection of Malicious Instructions in Text Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.809538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf0f1d6d-e77d-4b1c-a1c7-57c21ca02740 · outbound
This paper cites J.; Shlens, J.; and Szegedy, C.
Robust Context-Aware Detection of Malicious Instructions in Text J.; Shlens, J.; and Szegedy, C
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:19:02.906142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8bb57aad-e48b-4aa7-b977-220e5adb6004 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.891309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5177ebbf-e8c7-4ef7-84b4-1ed91dbe12c3 · outbound
This paper cites Defending Against Indirect Prompt Injection Attacks With Spotlighting.
Robust Context-Aware Detection of Malicious Instructions in Text Defending Against Indirect Prompt Injection Attacks With Spotlighting
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.823667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdaa89bd-2b9c-4ff3-a50c-39c6a14e9f57 · outbound
This paper cites Attention Tracker: Detecting Prompt Injection Attacks in LLMs.
Robust Context-Aware Detection of Malicious Instructions in Text Attention Tracker: Detecting Prompt Injection Attacks in LLMs
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.828427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8ebdeec-e522-4d24-b676-72801e4629ac · outbound
This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.
Robust Context-Aware Detection of Malicious Instructions in Text Baseline Defenses for Adversarial Attacks Against Aligned Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.833098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ad9e308-af3d-40fd-8bfb-05b15fbddcb9 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.874878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ebd43b4-692b-4701-8053-874de660a025 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.859964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation be5150a3-d6a5-478a-80b6-34db6790a4ca · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.844613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b02a2063-c1dd-45f9-adf3-1f3ee6d0391f · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.830027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8a96be63-d1b0-4ee9-b1a7-fd1a6194d483 · outbound
This paper cites AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?.
Robust Context-Aware Detection of Malicious Instructions in Text AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.855991Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68e00c90-cd07-4567-a3dc-f7ffb980e559 · outbound
This paper cites Automatic and Universal Prompt Injection Attacks against Large Language Models.
Robust Context-Aware Detection of Malicious Instructions in Text Automatic and Universal Prompt Injection Attacks against Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.860743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dbffed8-05d2-4924-ac4f-8d53abbbd681 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.815171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c663d612-7baa-440f-96de-f5d27e02fb17 · outbound
This paper cites AutoDojo: Adaptive Black-Box Attacks Reveal the Limits of IPI Defenses and Task-Specification Effects in LLM Agents.
Robust Context-Aware Detection of Malicious Instructions in Text AutoDojo: Adaptive Black-Box Attacks Reveal the Limits of IPI Defenses and Task-Specification Effects in LLM Agents
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T13:19:02.382573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3f3010a5-d25a-48ed-b0a5-ab70bd2c4000 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.874341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69ce246c-56d4-4e7b-9861-a5f16d123e76 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.790882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cd6539a2-c066-4c9b-9964-be6bc39d4e80 · outbound
This paper cites M.; and Goodfellow, I.
Robust Context-Aware Detection of Malicious Instructions in Text M.; and Goodfellow, I
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:19:02.776580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6b94d4bd-a57c-4a41-89d5-849e6c6a359d · outbound
This paper cites The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections.
Robust Context-Aware Detection of Malicious Instructions in Text The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.887835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdf9ae2f-6256-4dbe-a219-fd5c8829f348 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.761105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fe333dba-377c-4cb0-862a-e3c833ec5ede · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.747298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 14d30dc6-4d25-44cf-ae78-24543efe326a · outbound
This paper cites Progent: Securing AI Agents with Privilege Control.
Robust Context-Aware Detection of Malicious Instructions in Text Progent: Securing AI Agents with Privilege Control
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.901166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8c83a41-010b-49ae-b824-b2922b921efd · outbound
This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.
Robust Context-Aware Detection of Malicious Instructions in Text jina-embeddings-v3: Multilingual Embeddings With Task LoRA
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.906091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65823a14-5690-4ec0-b00a-5f3a2b37fb0d · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.732920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4eea3dda-5479-41f6-a3e7-560aaf95b775 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.719416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 10566495-4a8b-45f4-9ae0-53efb7cc3616 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.704750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 97c01cf0-b292-44a3-8164-7a1a28c1796a · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.924408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7da20fe5-fb7d-4a2a-9d55-a2aa931e0f6f · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.928777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e48cc7fc-9ed8-45f8-b04d-933e3849b960 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.689545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 06681960-8f85-4cc4-aae0-24e1cfcef12a · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.674993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 800d17ce-a4ae-4001-9acb-dd365d732cda · outbound
This paper cites System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective.
Robust Context-Aware Detection of Malicious Instructions in Text System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.941819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1185f445-b692-450f-8d58-28052d4fa52a · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.660546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8aa0289c-c8a7-4b0f-846c-9dc0e005b665 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.644950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68f16609-0c3c-4cc7-bd5b-274a7318ae4c · outbound
This paper cites Qwen3 Technical Report.
Robust Context-Aware Detection of Malicious Instructions in Text Qwen3 Technical Report
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.955751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bc4f208-44ae-4ffd-991b-98915cc36574 · outbound
This paper cites Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.
Robust Context-Aware Detection of Malicious Instructions in Text Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.961178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2ba51b3-284a-4523-baaf-e6418f5b5562 · outbound
This paper cites S.; and Kang, D.
Robust Context-Aware Detection of Malicious Instructions in Text S.; and Kang, D
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:19:02.628997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5531010b-58b9-4256-b556-57cfd6d5c81e · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.613835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9b07ef2-c7d2-4ab8-8e65-54e485bba285 · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.598797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 98136e34-56d3-4adb-8f0e-aa5742b7066b · outbound
This paper cites P.; El Ghaoui, L.; and Jordan, M.
Robust Context-Aware Detection of Malicious Instructions in Text P.; El Ghaoui, L.; and Jordan, M
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:19:02.583424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 18f10ad8-832d-4831-b0c5-6184be0fcf3f · outbound
This paper cites an unresolved cited work.
Robust Context-Aware Detection of Malicious Instructions in Text Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:19:02.567006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4992c41-56f8-4f5f-aa4a-0a8bde72ae61 · outbound
This paper cites MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents.
Robust Context-Aware Detection of Malicious Instructions in Text MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.988614Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 422f9bf1-f6f8-475f-bcbd-48ef3a62c19e · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
Robust Context-Aware Detection of Malicious Instructions in Text Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:19:01.993333Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.