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Paper Citation Record · LEDGER

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems

As of 15 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.00281.

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

pith.paper-citation-record.v1
2506.00281 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:31.999012Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:14:45.340582Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T15:14:51.485538Z

Reference resolution

35 of 35 outbound references displayed

  • verified exact0
  • verified fuzzy30
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 333eeb46-5cc6-426d-b6b2-1306bda305e0 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Retrieval-augmented generation for knowledge-intensive nlp tasks,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:39.303746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.593269Z digest=sha256:56bdd851b3be57253cd38a4ab97e5062018858839f3d65146376441e097aaa09

Observation 482db92d-33d1-40b3-b501-90811c90bf53 · outbound

This paper cites 2024: The state of generative ai in the enterprise.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems 2024: The state of generative ai in the enterprise

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:39.129684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.681066Z digest=sha256:0aef2ccfcc3ab40cd408fed145ab2d07a544abee5ac8b0dacbc07f178c94e642

Observation c7ab7b3d-7b09-4c14-935b-c785bf65f500 · outbound

This paper cites Is your rag a security risk?.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Is your rag a security risk?

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.950340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.739049Z digest=sha256:29f58533e881b240f6f0d95929339a198497b35e69eac0a66484c615c2497887

Observation ffc3afd1-f751-4182-93cf-2015b845a542 · outbound

This paper cites BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:28.794640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:28.794640Z digest=sha256:5dcacf3ef480066c88e46b92b09f0ec7ab5827a346a0c59156993a6b11848ec6

Observation 306be24d-c23d-43eb-8586-c607e4acde8c · outbound

This paper cites Mapping the stony road toward trustworthy AI: Expectations, problems, conundrums,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Mapping the stony road toward trustworthy AI: Expectations, problems, conundrums,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.733393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.857538Z digest=sha256:802676161ed605d58ecb3228ac46fd714945961a24deb25e6bcd8d2cfdbddbc4

Observation 9001aef1-c39c-4102-b7e7-3979cb8b4962 · outbound

This paper cites an unresolved cited work.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:38.546035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.934068Z digest=sha256:71b82a56ffeaf97a5ac2d79364e31e4bfa328ba64b453d19303d295a544147c6

Observation ffa4a7dd-bceb-44da-95e6-cccf3731b162 · outbound

This paper cites Artificial intelligence risk management framework (ai rmf 1.0),.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Artificial intelligence risk management framework (ai rmf 1.0),

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.362295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.938042Z digest=sha256:40669a7dffcee83f9084cdaa44fe859f69742fa253979fa9874bb032ce9badee

Observation 4e464b97-5664-47f3-8a47-61907e047396 · outbound

This paper cites an unresolved cited work.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:38.150352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:28.983927Z digest=sha256:3e7a5256688fa4a887ae5363e11731bf69f7d82bb02e89fdc092f64bec4d7f8b

Observation 2fff2937-0ee9-4b51-8147-14641125179c · outbound

This paper cites The ai security pyramid of pain,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems The ai security pyramid of pain,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.921333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.081600Z digest=sha256:07e426c166be3349a1731a5cc5cbba4dc74b928c2a1fc96cc08674a209adf0c5

Observation 988a4976-9932-4eb5-a3a4-dc0547ea0189 · outbound

This paper cites Attention is all you need,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Attention is all you need,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.758694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.171779Z digest=sha256:0f090cd74527a25a29ffde39271ca4e75ade48abb2015dd77ab1fedaecb2a926

Observation 7b0e2648-5f7a-46d5-bae4-b899c2ca57e1 · outbound

This paper cites A Survey of Large Language Models.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems A Survey of Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:29.278205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:29.278205Z digest=sha256:3dec5648f92f195eccf71f1d95b3f97eb9b1bbad8ba73159a4614fe055e496f6

Observation 8cce0f81-8351-48d3-b3d4-f990f50e6ff6 · outbound

This paper cites Common weakness enumeration (cwe).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Common weakness enumeration (cwe)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.568927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.378543Z digest=sha256:744c7f8d4a1881e486b908d7d183a3e37862891248b32965489269dda8f0a0bd

Observation 648ab7c7-ad21-46ad-9060-135f4a6d945e · outbound

This paper cites Cwe community working groups & special interest groups.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Cwe community working groups & special interest groups

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.422306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.490999Z digest=sha256:092c8578931192ff6ac6c22c88fd29f5c93a6931ab839c57342f925deb1fee88

Observation 75ac59cd-5daa-439a-a164-4120d3ca259a · outbound

This paper cites Common weakness enumeration (cwe).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Common weakness enumeration (cwe)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.250704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.615846Z digest=sha256:3829472d4076bc693635b39862c20ded1a07cce7059710be57349beac9da8c3a

Observation 61cc42c5-99cf-4db5-bf4b-ad8efd40e89f · outbound

This paper cites Common weakness enumeration (cwe) status update,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Common weakness enumeration (cwe) status update,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.105066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.732960Z digest=sha256:c61b1ffad9f945ec0c37f4fd7ecb7fb43bd77a9f66c42f9942bf27108996d0e6

Observation 9c12bf26-2865-4c1b-a4d8-62a55158b00a · outbound

This paper cites CWE-20: Improper Input Validation.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems CWE-20: Improper Input Validation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.860653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.835286Z digest=sha256:f8b145d1ce94cde1c9a7cb3d8fd67fb5b30bfedcc6be0f8a2df02f170299667c

Observation 48a8112c-7897-458b-942a-c3bef98ea4cc · outbound

This paper cites CVE-2023-5423: SQL Injection in SourceCodester Online Pizza Ordering System 1.0.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems CVE-2023-5423: SQL Injection in SourceCodester Online Pizza Ordering System 1.0

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.698457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:29.934194Z digest=sha256:8fddc69558a96cc9987386411af1186cd5c9808101efe2e218b3b8e2dca11500

Observation 5e09e5c0-ea83-453d-9fcf-f45c3c61c305 · outbound

This paper cites CWE-1039: Automated Code Generation Based on Stale Schemas or Spec- ifications.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems CWE-1039: Automated Code Generation Based on Stale Schemas or Spec- ifications

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.478758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.022703Z digest=sha256:6c48dc59540a6d1d0f45120eb8156505fdb604f753ccf985c0818121397824a6

Observation 0b9a2de9-b42b-4cb3-b28f-c0f29028f198 · outbound

This paper cites CWE-1426: Unintended Exposure of Sensitive Information in Generated Code.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems CWE-1426: Unintended Exposure of Sensitive Information in Generated Code

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.298695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.177888Z digest=sha256:231e2c20e902450c8a0fe95caf0ee33dfefc162073af9047e033dfde6fd5316e

Observation 2c18eac5-5574-4f8c-b727-a4c4c57e46c0 · outbound

This paper cites Threat modeling.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Threat modeling

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.094323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.288618Z digest=sha256:c0a5f9b46663bdebbea98af82472fa0316b670fae40d0112992a80ff79b99d68

Observation c8795609-f06d-41e7-95ac-e30122b21020 · outbound

This paper cites The vulnerability of uavs: An adversarial machine learning perspective,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems The vulnerability of uavs: An adversarial machine learning perspective,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.954792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.418725Z digest=sha256:b2ca00b29897a8f626246e34d86a68109a38645345efe2bda78b977ea4fa09cd

Observation 4110b01d-9b89-492e-9170-c701b521b5d5 · outbound

This paper cites Infer training data membership (aml.t0024.000).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Infer training data membership (aml.t0024.000)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.755041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.574596Z digest=sha256:6557d515a721eb2e7dc12da79e9c175c52f7f08ae1152340e2e0accfaf63dbb6

Observation 43cfa3c0-3b9a-4621-b86e-1beeabc10304 · outbound

This paper cites Invert ml model (aml.t0024.001).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Invert ml model (aml.t0024.001)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.601334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.660589Z digest=sha256:b0c92c7e340b6c1a993eb550b6541a0b89c98bb0e9ad8f73ea55265d81deafc8

Observation 8782c394-8d33-49d4-804b-badcf1d97c3f · outbound

This paper cites Prompt leakage (aml.t0051.000).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Prompt leakage (aml.t0051.000)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.367814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.785351Z digest=sha256:4c41d33ddbc07db88d36c2e0672c65a0370f8f99c465aedb9f51bc7f4d071751

Observation 7679e00b-1769-48ca-ba75-a0d320567806 · outbound

This paper cites Llm07:2025 system prompt leakage – owasp top 10 for llm applications.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Llm07:2025 system prompt leakage – owasp top 10 for llm applications

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.215910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:30.890605Z digest=sha256:cd8e4ad8668c1b255c5b6083f7c60f10f7cb96cf0a01239e9ec833a31e639a0b

Observation 7dc3a2d3-d6c9-4071-bc8e-4ac1c7a216b1 · outbound

This paper cites Exploit vector embeddings (aml.t0024.002).

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Exploit vector embeddings (aml.t0024.002)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:34.945519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.002173Z digest=sha256:43f7b50151ad0d81ba76414952ca6c68bf2262ec9da61f99a7f302eecc8b61bf

Observation 2e531d99-49bd-4161-93cf-30f9855ee199 · outbound

This paper cites Llm08:2025 vector and embedding weaknesses – owasp top 10 for llm appli- cations.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Llm08:2025 vector and embedding weaknesses – owasp top 10 for llm appli- cations

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:34.714287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.135194Z digest=sha256:d35ad05581b18447cc452d0109f01e96a3710461547645dda5e54010275586ca

Observation eae38d54-eb5c-4139-88ed-f241687be2ac · outbound

This paper cites Aml.t0018.000 – poison training data.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Aml.t0018.000 – poison training data

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:34.425763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.250161Z digest=sha256:ea86c23580a28af055ebf19b18cc6d46fc9fdd686a9625e4c17ce3b087f58ec9

Observation dfc0c884-a52c-46b1-98af-a942cdddb2db · outbound

This paper cites Llm04:2025 data and model poisoning,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Llm04:2025 data and model poisoning,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:34.053834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.341550Z digest=sha256:99ca836cbc12330e77bc70031759a5c0236ab0862e2b6f99199324609657a454

Observation 819bc63a-2fef-49b7-92bc-0f5b2cf3f8fa · outbound

This paper cites Llm01: Prompt injection – owasp top 10 for llm applications.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Llm01: Prompt injection – owasp top 10 for llm applications

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:33.840511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.434695Z digest=sha256:db1cabdcb2f826cac417f125e879e640dcfe6a17c24aa6fe2cc62819bbcd8325

Observation 6aea8d5e-b01c-4153-bb48-92bea80fb1b1 · outbound

This paper cites Llm03:2025 supply chain vulnerabilities – owasp top 10 for llm applications.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Llm03:2025 supply chain vulnerabilities – owasp top 10 for llm applications

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:33.580922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.555675Z digest=sha256:a3326ccb19dcb28646e05ab81e4b8c264c35a1ed596bd467a7a27ad746c4bc93

Observation d2a76f26-a154-457a-9560-4abc966f785b · outbound

This paper cites OW ASP Top 10 for LLM Applications – LLM02:2025 Sensitive Information Disclo- sure.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems OW ASP Top 10 for LLM Applications – LLM02:2025 Sensitive Information Disclo- sure

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:33.300585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.685142Z digest=sha256:0e8b3f127164a40ba279631ca2a2dceabf974b00381549bf5828f2f385e5620f

Observation bab93146-8cb0-42c6-9cde-482dbd53283a · outbound

This paper cites MITRE ATLAS Adversarial Threat Landscape for Artificial-Intelligence Sys- tems.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems MITRE ATLAS Adversarial Threat Landscape for Artificial-Intelligence Sys- tems

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:32.923633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.781184Z digest=sha256:32db6c19a1737062fcb4e56e09fea7cfd36f638f8d848010ec429b9f0d2fd71a

Observation ee4d8fcb-8e91-4612-ab33-0366387c3e44 · outbound

This paper cites Towards crisp-ml (q): a machine learning process model with quality assurance methodology,.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Towards crisp-ml (q): a machine learning process model with quality assurance methodology,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:32.532291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.861464Z digest=sha256:875e9f418ad2a497c86f253a99896fbfbfd6ae68151fba6161b314901f2868aa

Observation be130b4c-577c-4f23-aee9-de995eb58ebb · outbound

This paper cites an unresolved cited work.

Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:32.287626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T12:11:31.999012Z digest=sha256:7dd5c0664226daad7ad4ad3f8bb91928bcbd5aa864b02015db7eaaaa6bd642b3

Pith citing papers

Observation 8a1afa82-2e9a-4833-80b1-567215b9281d · inbound

Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains cites this paper.

Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains Adversarial Threat Vectors and Risk Mitigation for Retrieval-Augmented Generation Systems

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:14:51.551953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T15:14:45.340582Z digest=sha256:0b44904ed3c3b855e796d49a8e198a4df40084b4e39c8377cd41739f72ab6474