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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.593269Z digest=sha256:094d18b26085b8862c59a6b9cde04d75dc1607e50d06db3d0ac300b7e17e05cf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.681066Z digest=sha256:58d174515e33633b4303a0e2efccebc73eb6c9deb0a5deaa45133a044f64841f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.739049Z digest=sha256:01b029a37b5e27bae48a3bd2cb81b4dec7fb99ded8e93e4e46beacf5eeff8b7d

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=sha256:578715c18534257b51febbbacd8dac21c6e176b403c046113ec0ff33e1dee3c7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.857538Z digest=sha256:2dfb5a68efe15a27979e3749424b3683dfbc617fa6a7aadf628c58142729d60e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.934068Z digest=sha256:b865aefb376b49ce7f1680925c3ad72f3a8b1d016226be374c46201836ebb6c4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.938042Z digest=sha256:9d1f206cd2a3a407f1af43c8bad66dd49b41dbaaf57c1cd7d0bff1e349624242

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:28.983927Z digest=sha256:ca32a6ee1a48ef52173a5cfd9500c2da45452213f7d4163d64c20223c5cff3dd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.081600Z digest=sha256:dbfee0a56a2ab490b23f1711966341213799c40281d301592332c3c90c7293a3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.171779Z digest=sha256:41917ccf9b31d3a00ea38f5add127854a01a788939c796cfaea9f0e0e1fd1342

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=sha256:9c975af4b7d703d1fbcc346990f65e6664c5ea8eea37ed7c2a7f873a4c735c7a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.378543Z digest=sha256:3d4842025a9222861ae46f7a87ad77bb4fae8fdc2dd1431e4179dcb29ff1c5c9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.490999Z digest=sha256:12e429adcc2dc87f0697bebcba67bba09d402838db13091c214ec1da0a28b70b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.615846Z digest=sha256:83b35159e7059cdb510d895c42713062c17a32421ef59e6a14bd999ba07faef0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.732960Z digest=sha256:8ae3c63d97e9a35b2cc9d785f75ba4255a24dcdd9c60d6bed3a6f702ff339d66

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.835286Z digest=sha256:4806ba38b432dcc528112dd98ce5b0e1cbb3eb1098abdacab5f86334a67f2dda

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:29.934194Z digest=sha256:63d3d1b7165a422f9fcfc34cb1bb20bd216adb58561d1ba9542e708799bb0b01

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.022703Z digest=sha256:0603c502d207ccb6268450b09d411e6b2d2635f77ba3d3b98cba3e0092f2f39e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.177888Z digest=sha256:e8976740096abb17930d18f54a9f9f9d9590bb052d555c22521cf4313b62fe0b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.288618Z digest=sha256:45d9b208bc44d4b5c0a864d049d48a06f4ff116af94fb5cf9947430723e90b7b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.418725Z digest=sha256:64f6558162a84d8aab399ab4dc16db33434ad5a8853e8c4424b279feb7edcff5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.574596Z digest=sha256:93c5361d002ea3599748072ab5982cf0d89837f4c4226d54ac2aa585f92650cd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.660589Z digest=sha256:ec53c7d547f9c508ae4702bc47743d42398787d6030b44443d1e3c1e6a11f5da

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.785351Z digest=sha256:a9e5538d5f9414d7adf930aff0d217dee8d9cc44580124c1780644798f8494ef

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:30.890605Z digest=sha256:8c42b36af67db04f0e3a37b397cc6aecd284dd331913c3f469aa42fcfe953071

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.002173Z digest=sha256:2a2a6cdf0e3e9c79a1d837d43407715c85550de23656accf8848dc7c42a3e024

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.135194Z digest=sha256:15c88d7e40a8871f416a72a0c5719d09d87fac8ab457b5e7ebcadc1202aaaaa3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.250161Z digest=sha256:054fa6cf09c22f55dfd4d0f2478768ffab3d467d7ea37b60a5603a8e871b8a79

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.341550Z digest=sha256:1319bf7d02da6912e0d857905c7722d41ca5b3dd734a8c7c2cc9a248578ae5ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.434695Z digest=sha256:31fb794ac396ff35b790233b97b83f541f932a8633b43034658aeb84cc4fcf83

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.555675Z digest=sha256:39687702cc6b48dc26398dc087a0dd9f0eeae444110412819393f06d9bd160dd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.685142Z digest=sha256:da416c1314164711ca29dcb6f8d3347108b9fc7a91138d54c758e6066d495362

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.781184Z digest=sha256:07377873cf56a378c20dc706ba4438dcd79e2020a06ac12eca4229898db8697d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.861464Z digest=sha256:a789d3a15429157181d331be36654c5929131d5132f06e618c378fad6f2d810b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:11:31.999012Z digest=sha256:0a23fbd483a844a9c8db6d2505be799f2e7549fbd6e0472e3520229b53f26950

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T15:14:45.340582Z digest=sha256:74873529b1cd064519ea2db702ffb77ee359569f7c44885daa206eea01535727