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Paper Citation Record · LEDGER

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS

As of 18 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2504.21489.

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

pith.paper-citation-record.v1
2504.21489 v2

Coverage vector

measured 100 of 127 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:04:58.111687Z

measured 100 of 100 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 127 outbound references displayed

  • verified exact10
  • verified fuzzy21
  • unresolved66
  • parse uncertain2
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f485358-8cc1-4000-9221-cc0ec3e83112 · outbound

This paper cites Accessed: 7 April 2025.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025

Reference 1

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source=pdf_text observed=2026-08-16T05:04:57.713347Z digest=sha256:2609ce03e9b04907e92b7df594f2314791dff7308060b315804fb3a6b6290349

Observation 73e53faa-6cc7-41b8-91eb-a04408cd76c6 · outbound

This paper cites Audio atribuido a margarita gonzález sobre programas sociales en morelos tiene indicios de manipulación digital.Animal Politico.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Audio atribuido a margarita gonzález sobre programas sociales en morelos tiene indicios de manipulación digital.Animal Politico

Reference 2

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source=pdf_text observed=2026-08-16T05:04:57.717996Z digest=sha256:370a116f3b4492002c3babb8fcc69d2b54827304d970251d75a1f4dc7949c965

Observation fc9e03f8-4d81-4c8f-b356-b2816a1fba51 · outbound

This paper cites Keep your ai claims in check.Internet Archive.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Keep your ai claims in check.Internet Archive

Reference 3

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source=pdf_text observed=2026-08-16T05:04:57.721736Z digest=sha256:e54eb913043f72b2142202e23d0d4a6860ba31e623682400de5b6620d6708060

Observation 092461e8-a580-4f9a-83a0-bb797ef1356d · outbound

This paper cites Tomorrow’s great digital divide: Content with or without provenance.WITNESS Blog.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Tomorrow’s great digital divide: Content with or without provenance.WITNESS Blog

Reference 4

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source=pdf_text observed=2026-08-16T05:04:57.725590Z digest=sha256:e50616aee94e1d4ec88a836f5ddaf48058ca634635f3fac949afacddef5ee525

Observation 0dacdfe2-20f3-4513-996c-b63ec00e98c1 · outbound

This paper cites Reducing risks posed by synthetic content an overview of technical approaches to digital content transparency.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Reducing risks posed by synthetic content an overview of technical approaches to digital content transparency

Reference 5

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source=pdf_text observed=2026-08-16T05:04:57.729482Z digest=sha256:4b38e4c19aa055cd598dccaff7b4e575957b84e7d71975fedd2071bd7e4d6864

Observation 13fe3777-98bc-4001-abed-00eebaa6a4dc · outbound

This paper cites Deepfake-eval-2024: A multi-modal in-the-wild benchmark of deepfakes circulated in.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Deepfake-eval-2024: A multi-modal in-the-wild benchmark of deepfakes circulated in

Reference 6

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source=pdf_text observed=2026-08-16T05:04:57.732634Z digest=sha256:7202a46abcac1b093bc69baa583f639cf3c01fcf5f4a5dfab1a7a2120cee2b46

Observation ca402b99-0852-486e-9c9b-df519b4ed333 · outbound

This paper cites An Indian politician says scandalous audio clips are AI deepfakes.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS An Indian politician says scandalous audio clips are AI deepfakes

Reference 7

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source=pdf_text observed=2026-08-16T05:04:57.739702Z digest=sha256:8a606a8151bc88c1e7b038e37cc2cc7370a32f1d180468d77d032b96354f89ce

Observation 3156ef51-d048-4b08-82be-717e87bc2387 · outbound

This paper cites Accessed: 7 April 2025.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025

Reference 8

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source=pdf_text observed=2026-08-16T05:04:57.742728Z digest=sha256:4b5bf3bb19acea1fd374218df31bb194360d20a87de7a8cbee0b8d6d2c1fc83f

Observation b3fed62d-d909-4c30-bc0b-1638f8b89c50 · outbound

This paper cites Audio-Visual Person-of-Interest DeepFake Detection.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Audio-Visual Person-of-Interest DeepFake Detection

Reference 9

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source=pdf_text observed=2026-08-16T05:04:57.745865Z digest=sha256:3edc7bad12a704bc7dc4167d826f64edd8291554dd16c89fd11b665e81519dc1

Observation aebb4bc7-0920-46a1-ac6c-47e24838f950 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 10

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Observation 123f0428-072f-49c6-9293-f959e2ad591f · outbound

This paper cites Accessed: 7 April 2025.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 7 April 2025

Reference 11

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source=pdf_text observed=2026-08-16T05:04:57.752855Z digest=sha256:955522c809ed2b33366ae0c927e96649d40d1cdfe005a03f4a77815cb759b49c

Observation 721b2d7c-243a-4790-bd20-a900b2fea5b7 · outbound

This paper cites Facebook.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Facebook

Reference 12

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

source=pdf_text observed=2026-08-16T05:04:57.756163Z digest=sha256:a228e2d46e4513c4af0c5e676946be1a040f437fc1fbc49f767862d45859f483

Observation 9acfa4ba-adc1-435d-80a3-adf60c31e153 · outbound

This paper cites Accessed: 8 April 2025.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Accessed: 8 April 2025

Reference 13

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source=pdf_text observed=2026-08-16T05:04:57.759360Z digest=sha256:41e645b76261e888157fd592d37e8bc2828717157d37047f89c33347e34b3a86

Observation 7a34e103-f904-4211-bec4-055cb2b5cf29 · outbound

This paper cites C2PA Harms Modelling 1.4.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS C2PA Harms Modelling 1.4

Reference 14

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source=pdf_text observed=2026-08-16T05:04:57.776569Z digest=sha256:96a71d47577e2473596ceb8abacec089f53172df580522f78e8b72f7d31447be

Observation 8bc5e301-1c01-4c68-a79a-acb89516b2b3 · outbound

This paper cites https://www.gen-ai.witness.org/deepfakes-rapid-respons e-force.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.gen-ai.witness.org/deepfakes-rapid-respons e-force

Reference 15

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source=pdf_text observed=2026-08-16T05:04:57.780262Z digest=sha256:e2561616775630b0a22ae5bbb0bf20afff8294d47a3b869f98bf2eea4303e539

Observation 581ab8c3-6da7-4d8e-902e-d9bef2aefbb9 · outbound

This paper cites Getting to the source: Understanding metadata removal on social media.Magnet Forensics Blog.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Getting to the source: Understanding metadata removal on social media.Magnet Forensics Blog

Reference 16

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source=pdf_text observed=2026-08-16T05:04:57.783979Z digest=sha256:6298e9b0609bdd2db22b13c70291d7abbaf18da179e15bc75258f138a277100a

Observation 883fef7b-82c7-45d1-8254-84a7ac42697c · outbound

This paper cites Disconnected from reality: American voters grapple with ai and flawed osint strategies.Institute for Strategic Dialogue.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Disconnected from reality: American voters grapple with ai and flawed osint strategies.Institute for Strategic Dialogue

Reference 17

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source=pdf_text observed=2026-08-16T05:04:57.787735Z digest=sha256:ed539ea53cfebc0e636929f5fdea321bda749542cc2463f033c6451692c1b5fc

Observation a8507368-88ca-40df-a00b-ccfe820ddd14 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 18

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

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Observation 69902152-03f3-477f-bfb6-d7d9904a0f10 · outbound

This paper cites Datasheets for Datasets.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Datasheets for Datasets

Reference 19

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source=pdf_text observed=2026-08-16T05:04:57.794825Z digest=sha256:ceebe6370bf0994939efc97d176f4168f0eebd178bf26cc1767af361eb04fed5

Observation d5af9cb4-a822-4923-b44a-e724079bf2c0 · outbound

This paper cites Posts misrepresent a photo of a ukrainian soldier balancing on his prosthetic limbs.AP News.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Posts misrepresent a photo of a ukrainian soldier balancing on his prosthetic limbs.AP News

Reference 20

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source=pdf_text observed=2026-08-16T05:04:57.798620Z digest=sha256:e4ae4473210e43e644fca28dacebbb6c72f3bbf1ed4fc774b55192198fee6821

Observation 919b4aac-81da-44ab-84ca-430f4a5c6d91 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-16T05:04:57.802081Z digest=sha256:22057705476575b69c40902611b22b4391ab8bda1bc623c4b1739bdb5c8e90ac

Observation 7487772f-b0ec-4a0a-b8f4-3b703601e17c · outbound

This paper cites Pre-empting a crisis: Deepfake detection skills + global access to media forensics tools.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Pre-empting a crisis: Deepfake detection skills + global access to media forensics tools

Reference 22

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source=pdf_text observed=2026-08-16T05:04:57.811187Z digest=sha256:b33040cca87e51f3a0e607dbaa4194d056602cdf2819c1deb4df59cae5e86b37

Observation afa08d2c-32b7-42b9-8138-ce77aa1082b2 · outbound

This paper cites The world needs deepfake experts to stem this chaos.Wired.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS The world needs deepfake experts to stem this chaos.Wired

Reference 23

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source=pdf_text observed=2026-08-16T05:04:57.814938Z digest=sha256:3d2034d9ee6713f1cfea26903c18c472776aee8cf81fc98e87fae70852cc6fca

Observation 6fd2f634-b3a7-4800-95ec-0c20d56c3400 · outbound

This paper cites Grother, Mei L.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Grother, Mei L

Reference 24

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source=pdf_text observed=2026-08-16T05:04:57.819421Z digest=sha256:454962d77de98cf9dac8e75638418ea741371eeb02f54c5cad1dfe7a620b957e

Observation 0bc03a11-956c-4d70-8eeb-7da746ce88aa · outbound

This paper cites Youtube data viewer.https://citizenevidence.org/2014/07/01/youtube -dataviewer/.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Youtube data viewer.https://citizenevidence.org/2014/07/01/youtube -dataviewer/

Reference 25

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source=pdf_text observed=2026-08-16T05:04:57.823414Z digest=sha256:34f880043dc8fe63a8190024a88b0eec0eadbfb6d67cf85a15ebef008f02f401

Observation 6701fdfe-cc68-46ee-9aad-6be59c355cf3 · outbound

This paper cites Ticks or it didn’t happen: Key dilemmas in building authenticity infrastructure for multimedia.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ticks or it didn’t happen: Key dilemmas in building authenticity infrastructure for multimedia

Reference 26

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source=pdf_text observed=2026-08-16T05:04:57.827235Z digest=sha256:ce4e1170eff92c6c45d4cc57321db0a3530fbb67f7412d6aef569113ba8710a0

Observation fbd3c309-4f46-4f28-ad32-f277c353e21e · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 27

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

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Observation 21d50f89-560a-4457-b089-ba5fd8de2990 · outbound

This paper cites Improving Fairness in Deepfake Detection.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Improving Fairness in Deepfake Detection

Reference 28

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source=pdf_text observed=2026-08-16T05:04:57.834830Z digest=sha256:9766cd3bb350a60ae328c58b2f2cefc651aa590743802259543deb435a866672

Observation f1081b1e-a1af-4bdd-b895-eda8a164634d · outbound

This paper cites Adversarial machine learning in the context of network security: Challenges and solutions.Journal of Computational Intelligence and Robotics, 4(1):51–63, march 2024.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Adversarial machine learning in the context of network security: Challenges and solutions.Journal of Computational Intelligence and Robotics, 4(1):51–63, march 2024

Reference 29

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source=pdf_text observed=2026-08-16T05:04:57.839652Z digest=sha256:bdc3408f2b3bfa586390dd84de1dae62ca157eca1d097ac1750629b767d39b85

Observation be57349e-df70-4194-925d-006dc4d2135d · outbound

This paper cites SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework

Reference 30

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source=pdf_text observed=2026-08-16T05:04:57.843817Z digest=sha256:d23b17e768e1e1256eb10e7b32357cfc2152d4c00dae15e0256413e9f895d0fc

Observation 53f0c427-a563-478e-8d53-3469d3a9ed1a · outbound

This paper cites What is facial recognition technology?https://www.ajl.org/facial-r ecognition-technology/.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS What is facial recognition technology?https://www.ajl.org/facial-r ecognition-technology/

Reference 31

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source=pdf_text observed=2026-08-16T05:04:57.847619Z digest=sha256:408ca5ee7018525327adc1e92bf363fa91259dd5d1289e2beafaf6847945c5d1

Observation 6706e585-1951-4764-ae12-5cb1875daee7 · outbound

This paper cites Regulating Reality: Exploring Synthetic Media Through Multistakeholder AI Governance.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Regulating Reality: Exploring Synthetic Media Through Multistakeholder AI Governance

Reference 32

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local_arxiv, observed 2026-08-16T05:04:58.551747Z

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

source=pdf_text observed=2026-08-16T05:04:57.850618Z digest=sha256:3da946a128cc1b1efe8c108062e955a370d5cb01225f37568917f3e8825c1136

Observation c1e7ccf8-d158-4958-ac25-47bcf0f98d66 · outbound

This paper cites Fortifying the truth in the age of synthetic media and generative ai perspectives from africa.WITNESS Blog.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Fortifying the truth in the age of synthetic media and generative ai perspectives from africa.WITNESS Blog

Reference 33

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source=pdf_text observed=2026-08-16T05:04:57.853821Z digest=sha256:64887297004f66bbce7d57f1ce205523ef547646fed9165fc5464f0831417fa2

Observation 75a38d48-4402-4619-a6a7-88eaa2b855b8 · outbound

This paper cites Deepfake detection improves when using algorithms that are more aware of demographic diversity.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Deepfake detection improves when using algorithms that are more aware of demographic diversity

Reference 34

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Observation e9525c1a-603e-43db-9dd7-a61437e975fc · outbound

This paper cites Archived from X.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from X

Reference 35

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source=pdf_text observed=2026-08-16T05:04:57.859774Z digest=sha256:bab809f59f3e5efbafc455190806da8ae8999c5bb3afca51708264e751b5b6eb

Observation 778ab18b-9a26-47b7-a88f-a1da096613e1 · outbound

This paper cites Model cards for model reporting.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Model cards for model reporting

Reference 36

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source=pdf_text observed=2026-08-16T05:04:57.862536Z digest=sha256:08d326d04444189447868877f36290e400c9e2e0215a1bbf2acf0ab1b3ed620e

Observation ccd47479-5c03-4674-bb7e-7b37ab6f4770 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-16T05:04:57.865510Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:04:57.865510Z digest=sha256:62fbe000f7ac2d86ee5ac82ac85a0d810e68d9b5b34c3e70a02ff23d3bd8bd1a

Observation bed68d30-bc1f-4602-a70e-3fe43263edcf · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-16T05:04:57.868410Z digest=sha256:73c5b3ec12d341e178358c67a95c03f7cad0a1597fdce24b6c040f1c5c1f8215

Observation 33158241-8f4b-4228-b63a-a33c3a8b2bd2 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 39

Resolution
verified exact
raw_fallback, observed 2026-08-16T05:04:58.534413Z

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.

source=pdf_text observed=2026-08-16T05:04:57.871316Z digest=sha256:d39a6f9b9df908134a728f498beec657934680ce72adf4a1c2ab71d53edbd58e

Observation d6b47c7f-44cf-4491-aa38-0a0149137044 · outbound

This paper cites Facebook.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Facebook

Reference 40

Resolution
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raw_fallback, observed 2026-08-16T05:04:58.475808Z

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.

source=pdf_text observed=2026-08-16T05:04:57.878839Z digest=sha256:eff641b60a2a515c54af38103b373d856ee4a494482c75154d2958eac7a14233

Observation fa5c982b-11e9-4a9c-9b11-1d973be6a44b · outbound

This paper cites OECD AI Principles overview.https://oecd.ai/en/ai-principles/.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS OECD AI Principles overview.https://oecd.ai/en/ai-principles/

Reference 41

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no resolver link, observed 2026-08-16T05:04:57.887367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.887367Z digest=sha256:4641fae92705c81ee7d83e7a3f914ee17158ed12c922ad2ac4a42a654438138d

Observation e0dd2604-c799-4c1a-969d-205453f2db9c · outbound

This paper cites Ethics guidelines for trustworthy ai.European Commission.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ethics guidelines for trustworthy ai.European Commission

Reference 43

Resolution
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no resolver link, observed 2026-08-16T05:04:57.894591Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:04:57.894591Z digest=sha256:a9f0a6c8ff537705b2ef749d0004c7cfe77c1ca153a42053db6fd37f93377322

Observation bb017ece-cf67-4aff-b13a-4e619e57d824 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 44

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parse uncertain
no resolver link, observed 2026-08-16T05:04:57.883144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.883144Z digest=sha256:30f786af3827f3b67d8446813262a9c413b6d48ba8eed1b4f7cb21dd93d48396

Observation 04e844ef-b0bb-491b-9be5-42098e8a3939 · outbound

This paper cites Building a glossary for synthetic media transparency methods part 1: Indirect disclosure.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Building a glossary for synthetic media transparency methods part 1: Indirect disclosure

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.901733Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T05:04:57.901733Z digest=sha256:ca578165eca2e3fc946924b31f74be4745a497ca2c6df5a567d8e286864c1a33

Observation db7129c9-e840-4ab3-bbc4-f52235e74f98 · outbound

This paper cites AI Risks and Trustworthiness.https://airc.nist.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS AI Risks and Trustworthiness.https://airc.nist

Reference 46

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no resolver link, observed 2026-08-16T05:04:57.891067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.891067Z digest=sha256:c9afcd55e14a9cb6d77a33c55a84c7d538fe2bb5252aee8d9ba5c78f176c2c36

Observation 89e4f96a-0e98-4674-983e-28fe2889a9d3 · outbound

This paper cites Archived from X.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from X

Reference 47

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unresolved
no resolver link, observed 2026-08-16T05:04:57.910331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.910331Z digest=sha256:70b1c23ca8f201d14c290f485fc59b1d0d96a15ae71fa7f00cca63686ca95908

Observation 1da1d02f-7d08-4cb7-a961-62035820072d · outbound

This paper cites The deepfake detection challenge: Insights and recommendations for AI and media integrity.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS The deepfake detection challenge: Insights and recommendations for AI and media integrity

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.898195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.898195Z digest=sha256:78de95da2f3781b8b3a1a8f27e3d768d9bb6688465f05e88c9656757fb61ef8e

Observation aff11d37-50fb-42fe-81a0-1d331ba31e2a · outbound

This paper cites Determining trustworthiness through provenance and context.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Determining trustworthiness through provenance and context

Reference 49

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unresolved
no resolver link, observed 2026-08-16T05:04:57.919853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.919853Z digest=sha256:4231aa35efd0d31cfdeada0f372a4fb8327114f5c49f837a16d2b8744fefcbab

Observation a171fccc-88a3-48b3-ba1b-3ebda79f0a5d · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-16T05:04:57.905997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.905997Z digest=sha256:8d37ba8e18b1f7fd9a53b17f7a5950324e2f609d10dc43d9216edf3e5a4799d0

Observation 629920e0-2cf3-4e00-9f8d-01f9215211ce · outbound

This paper cites Archived from Tik Tok.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Archived from Tik Tok

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.915047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.915047Z digest=sha256:23177ffbe236d442fe0370ff377144fc9d58971f130d5f0d154dc4f7a6eb9f90

Observation 52aba514-6836-4a8a-9fe2-5a4ee04aea1e · outbound

This paper cites FaceForensics++: Learning to Detect Manipulated Facial Images.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS FaceForensics++: Learning to Detect Manipulated Facial Images

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.935366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.935366Z digest=sha256:d01f0637fb4438919d916ced285b717fb6de53ee854fe5095b7772af785ceb7d

Observation f378574a-4e0d-4893-b835-5ec55f72166b · outbound

This paper cites Adversarial deep learning against intrusion detection classifiers.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Adversarial deep learning against intrusion detection classifiers

Reference 54

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no resolver link, observed 2026-08-16T05:04:57.923119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.923119Z digest=sha256:5de90db8216ce9a1ec555e8661a042cb5a71b6c97c748eb78f256512ddd4cbca

Observation 1d3d7c7d-286c-4b5c-9a19-36d0da104d27 · outbound

This paper cites Spotting the deepfakes in this year of elections: How ai detection tools work and where they fail.Reuters Institute.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Spotting the deepfakes in this year of elections: How ai detection tools work and where they fail.Reuters Institute

Reference 55

Resolution
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no resolver link, observed 2026-08-16T05:04:57.945347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.945347Z digest=sha256:be0d31ae28367a5e01a9c1ab6b96e2446b92928d742b52e1a68ae7544cdfd1e6

Observation 2e28977f-ce44-4cb2-b0bb-9503be436b4e · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.948199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.948199Z digest=sha256:71b0e0521b02a0af8e68d38e9124c9587699b30f848909eda1b1103b77256a09

Observation b8543d69-dada-4539-92d1-3918783c7fab · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 57

Resolution
verified exact
raw_fallback, observed 2026-08-16T05:04:58.402182Z

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.

source=pdf_text observed=2026-08-16T05:04:57.932508Z digest=sha256:126fa51ec9a0d656cc89afd9582980854644c85775fba0db4c7d3a1f0d60962f

Observation 586f2af3-009c-409a-aaac-fc9b03a33ff6 · outbound

This paper cites Governing access to synthetic media detection technology.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Governing access to synthetic media detection technology

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.953826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.953826Z digest=sha256:62fb4b0e39f89a676cd8e0a4aa40aea97cb219a5557f3fe5709609212500e28d

Observation de5bd774-d787-4adb-82ce-aeeeda95dc47 · outbound

This paper cites Human rights can be the spark of ai innovation—not stifle it.Tech Policy Press.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Human rights can be the spark of ai innovation—not stifle it.Tech Policy Press

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.938731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.938731Z digest=sha256:29607a4c4c5cbc3831f2b1573e92756b47b6db135cda5a7064ef2bf42ad1eddf

Observation b9a8025d-0be4-469a-bf57-a7d87529e63f · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.959274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.959274Z digest=sha256:a723e43f07946823e374807feea22143f92b4feb561d352ec8250c9dd4286462

Observation 146174f5-5757-49a8-a472-73b602517090 · outbound

This paper cites https://www.youtube.com/watch?v=OrFXklQz6bQ&t=2702s.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.youtube.com/watch?v=OrFXklQz6bQ&t=2702s

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.507684Z

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.

source=pdf_text observed=2026-08-16T05:04:57.962040Z digest=sha256:90c61a354a9ffce297927dd8acefa4334fd2ce74d69e212b49c08388aa4ab3a8

Observation e433702c-fbde-4c48-a2d7-63997f4c8c39 · outbound

This paper cites Ai-image-detector.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Ai-image-detector

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.496735Z

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.

source=pdf_text observed=2026-08-16T05:04:57.965192Z digest=sha256:d901b3f8dc292bb30cf50d8b9655c113a3a3a0e44691562f4a369166e5f89e27

Observation 7b13f0bd-68be-4ede-b1e5-e1e5ce024727 · outbound

This paper cites Sohrawardi, Sovantharith Seng, Akash Chintha, Bao Thai, Raymond Ptucha, Matthew Wright, and Andrea Hickerson.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Sohrawardi, Sovantharith Seng, Akash Chintha, Bao Thai, Raymond Ptucha, Matthew Wright, and Andrea Hickerson

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.951130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.951130Z digest=sha256:8b3568ed4070b8c67672b3f247fa4a0b466b8bdd54b83dc8885e8496dd0b51a6

Observation a6f9ed1c-c457-4fd1-b720-c712a8252abe · outbound

This paper cites Big brother watch briefing on clause 21 of the criminal justice bill.https://bills.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Big brother watch briefing on clause 21 of the criminal justice bill.https://bills

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.476209Z

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.

source=pdf_text observed=2026-08-16T05:04:57.972797Z digest=sha256:7c915faa185f3d9eaa6dfb4ae39e59053b6cfb6b7dce4149c80aa2741d8771b7

Observation 00508c9a-6f88-4f79-9f1c-5a819a3ffae1 · outbound

This paper cites Big brother watch responds to facial recognition powers in new crime bill.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Big brother watch responds to facial recognition powers in new crime bill

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.956528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.956528Z digest=sha256:0fff99daa965409a0c2d60d128b4457915c62a4a9be25028906db36c42bd421f

Observation 8a605f74-5ef1-4903-8f74-9971693a01b6 · outbound

This paper cites Sociotechnical Safety Evaluation of Generative AI Systems.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Sociotechnical Safety Evaluation of Generative AI Systems

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T05:04:57.986292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:57.986292Z digest=sha256:447e038fa177133847b91ae98f7cbe1904164ca7ef51642a9e21bbb251989de8

Observation 10905e4d-8ada-46fa-924d-425ac808b2f6 · outbound

This paper cites https://www.witness.org/.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS https://www.witness.org/

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.453883Z

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.

source=pdf_text observed=2026-08-16T05:04:57.990652Z digest=sha256:db576f3b543b4aa7b05acc7a26b395be835251c40ea4803c02b8699573ea76d8

Observation 39e0b0e5-672c-4802-bfd6-7181bffe26f1 · outbound

This paper cites Prepare, don’t panic: Synthetic media and deepfakes.https://lab.witness.org/projec ts/synthetic-media-and-deep-fakes.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Prepare, don’t panic: Synthetic media and deepfakes.https://lab.witness.org/projec ts/synthetic-media-and-deep-fakes

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.443761Z

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.

source=pdf_text observed=2026-08-16T05:04:57.994569Z digest=sha256:78dc680689e2bfa1137091fbb49332e9c7cc6efc633f9e8fc75cb1a71442d63f

Observation 0aeba5c4-10c5-467c-a30a-608bf90db48c · outbound

This paper cites Outgoing US President Biden did not confess to helping orchestrate pakistan ‘regime change’.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Outgoing US President Biden did not confess to helping orchestrate pakistan ‘regime change’

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.486237Z

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.

source=pdf_text observed=2026-08-16T05:04:57.968822Z digest=sha256:290d943a7f1adb66f62c490aa3c9c13e35aa07bb3ebddd7fc9ae3c08b7b10535

Observation 0c775a28-3a06-4ed8-a04c-5b1da3579cc8 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 70

Resolution
verified exact
raw_fallback, observed 2026-08-16T05:04:58.311058Z

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.

source=pdf_text observed=2026-08-16T05:04:58.005890Z digest=sha256:1279fd3a63f01391099bb610972ee8139b2e2d1401fda3cdf9612a5eb89c0abb

Observation b4473f28-a9b9-46cb-92fe-de65ebf932b8 · outbound

This paper cites Burkina faso: Video shows soldiers disemboweling.Human Rights Watch.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Burkina faso: Video shows soldiers disemboweling.Human Rights Watch

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.464112Z

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.

source=pdf_text observed=2026-08-16T05:04:57.977499Z digest=sha256:9710ef852778a0c69d6da37867eed00e7f5d5a95e995c5085a641b7d74c71c94

Observation f1e51595-40d4-433d-83f8-2dc16090d179 · outbound

This paper cites A community-based approach to visual verification to fortify the truth.WITNESS Guide.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS A community-based approach to visual verification to fortify the truth.WITNESS Guide

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.432560Z

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.

source=pdf_text observed=2026-08-16T05:04:57.998465Z digest=sha256:d798fd648927a549fc31b993bc05b68d9bfb582e5b96df90076fe338243abeb0

Observation 69f948fe-0ff6-4a49-8d5a-cbe171a5eb5e · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 77

Resolution
parse uncertain
no resolver link, observed 2026-08-16T05:04:58.002436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:04:58.002436Z digest=sha256:39f4fe905f1d672b7512319c7a572cc334c5f5ec7afbd5b2e9593d415c511d05

Observation 2fea06c1-7feb-4c04-ae0a-fb6144f4d7b5 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.422117Z

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.

source=pdf_text observed=2026-08-16T05:04:58.010019Z digest=sha256:12e34bf7959daee7a02003a4fa87c33bbb972a713057ed59fadb8fee7a3e3cd6

Observation 0796cbca-d6e2-456c-b223-dcd99d621054 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.411161Z

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.

source=pdf_text observed=2026-08-16T05:04:58.014072Z digest=sha256:343764c40d939d5faa6623db29e239274d0ffc87a6c3a4e61e5531dab61ad6ce

Observation b711ee89-448d-4632-a7bf-927a59052c47 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.401130Z

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.

source=pdf_text observed=2026-08-16T05:04:58.017814Z digest=sha256:c40657001b52c8b58b095d93a1ae18242ff2f7caf9766734ad90c9cb8e09a658

Observation 47f08933-580d-41de-a41a-17b003deeb9e · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.391353Z

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.

source=pdf_text observed=2026-08-16T05:04:58.022116Z digest=sha256:1d3fdfd72274e4ca3e811b1c1200a2d527cd545c1f3d0797183c33a751a916b1

Observation e58f08e8-97c9-4d76-998c-e2692bf5e837 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.381426Z

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.

source=pdf_text observed=2026-08-16T05:04:58.025886Z digest=sha256:b0eed24a4e0d6ba2b819693a85e2379a0cf2d6edbe90c922e976696efc45165c

Observation 314e0289-ee3f-4e56-a268-db706f6132b6 · outbound

This paper cites Checklist.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Checklist

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.371931Z

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.

source=pdf_text observed=2026-08-16T05:04:58.030022Z digest=sha256:352af649a70e38c73691ba8985b8e3c1fcdf692c684c2268eb40ca006fb8a011

Observation bea5e5f7-3e0e-4df6-8450-1b6beb4cb8ae · outbound

This paper cites 1.1 The intended audience is clearly defined.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 1.1 The intended audience is clearly defined

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.362359Z

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.

source=pdf_text observed=2026-08-16T05:04:58.033555Z digest=sha256:b15303cdddc3393dfe6332d3ba028db0679bb00824d949bf0a838a83c83e9a39

Observation 587c2443-b037-4f3f-b356-10f392abf123 · outbound

This paper cites □TO DO □YES □NO □N/A Justification:.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS □TO DO □YES □NO □N/A Justification:

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.352562Z

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.

source=pdf_text observed=2026-08-16T05:04:58.037083Z digest=sha256:672c9020db61bf08678723a293aed7043752ff7237edce9e852a251a19a8ce2a

Observation 2f00bd4c-fa8f-4b83-bb76-52bf8aeb6211 · outbound

This paper cites 3.1 The research and literature were diverse and steps were taken to include knowledge produced 23 outside of Europe and the United States.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 3.1 The research and literature were diverse and steps were taken to include knowledge produced 23 outside of Europe and the United States

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.342513Z

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.

source=pdf_text observed=2026-08-16T05:04:58.040636Z digest=sha256:2be035ac4b59421a371ff1b3ed99fe0ff9a6a7635738ae3b83e93474a247610d

Observation 4986f628-bef9-4b63-ba30-47e948d323c9 · outbound

This paper cites 4.1 Real-life cases and use cases were incorporated to reflect practical challenges and expectations.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 4.1 Real-life cases and use cases were incorporated to reflect practical challenges and expectations

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.331156Z

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.

source=pdf_text observed=2026-08-16T05:04:58.043684Z digest=sha256:ddcb894a4061ecccd7f410d6cc5c2b3bdc47b99bc770b2382cc50bd3701158d6

Observation 4abc5df9-da81-4fb2-aba2-ea1ae5ce9cea · outbound

This paper cites 5.1 Specific steps are outlined to ensure that the tool is future-proof and guarantee that it will remain relevant in the long term.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 5.1 Specific steps are outlined to ensure that the tool is future-proof and guarantee that it will remain relevant in the long term

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.320391Z

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.

source=pdf_text observed=2026-08-16T05:04:58.046659Z digest=sha256:c81ef9223d50dfab21744d16119d45bf033b7e75aaa54820ed6ad9dac741de42

Observation aa3801ae-6a6f-496e-b09f-0a79d263e78e · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.309707Z

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.

source=pdf_text observed=2026-08-16T05:04:58.049525Z digest=sha256:3f71849a6351870d5f70d85089a2682b4a2573b8c8a219b5a9aee5794aa28db4

Observation 3063a54d-75bb-4cfe-8329-ff9a8f4dce22 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.298723Z

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.

source=pdf_text observed=2026-08-16T05:04:58.052737Z digest=sha256:55160876515701a33e373b793dff088f1cfedfe3730ecbfbfb31eabb0bbf1429

Observation 1f13e9e5-9cb1-46fb-9725-833ed0094fbf · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.288103Z

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.

source=pdf_text observed=2026-08-16T05:04:58.056158Z digest=sha256:ebe4995911675dfe0c59129858f5f541336da4314eac571b5a231d208b6701c9

Observation f5aa1b8a-4beb-49d4-83a5-1083d9f13d79 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.279396Z

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.

source=pdf_text observed=2026-08-16T05:04:58.059032Z digest=sha256:85951246ea68683b3aaf16b2b85394aa78e6c154f0ae16712aa043eacfb0cba1

Observation b3776bbb-7b4f-4c13-ac4a-d2bf034ebd26 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.269919Z

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.

source=pdf_text observed=2026-08-16T05:04:58.061743Z digest=sha256:116f2426ecc6e4ca534a3d14b831bd294cfcf72617acbd4fe32449d63d0b0d44

Observation 252e28ff-f693-4c84-ab9b-f47a0134091f · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.261216Z

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.

source=pdf_text observed=2026-08-16T05:04:58.065310Z digest=sha256:275a7ca744ba6b571d7cf28a6e75805d24791fb82cd82bfcfd07351f9e81a914

Observation 8e82761d-d291-443c-a28a-d80d67572a79 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.251326Z

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.

source=pdf_text observed=2026-08-16T05:04:58.068355Z digest=sha256:0be6318114c71246e4b898b5a7db1827bb70943d35302cd0404bbfba7755411f

Observation 1a2c2e0e-b774-4fc5-9234-01cd203963b8 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.241712Z

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.

source=pdf_text observed=2026-08-16T05:04:58.071879Z digest=sha256:967b8d4bb6de12c69c4909e7d07d61aaf666eb0884cd4860dfce204d3b6a4a47

Observation f4cae594-80d0-45f7-be44-3111c7f6956b · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.231530Z

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.

source=pdf_text observed=2026-08-16T05:04:58.074637Z digest=sha256:b7849906f40346d66c0dcced5e3718dfe845a21743845ece37768792ae3fe4ba

Observation d79df195-61ce-4843-9f08-17e208c44ce0 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.221358Z

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.

source=pdf_text observed=2026-08-16T05:04:58.078117Z digest=sha256:5fb162b834ff890b4b979cf60e032836b773e45bb77e2b176d825db8f614168a

Observation a132486b-e883-4751-a380-df837b7a6857 · outbound

This paper cites Checklist.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Checklist

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.211482Z

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.

source=pdf_text observed=2026-08-16T05:04:58.082158Z digest=sha256:963375c6299c0b48285ccd3137ab024146b8a8d48eb6a0b24a338f15eda103ac

Observation 0d47e5b1-0608-4872-a515-c26ad9baad04 · outbound

This paper cites 1.1 Data collection process complied with the local data protection regulations.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 1.1 Data collection process complied with the local data protection regulations

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.201446Z

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.

source=pdf_text observed=2026-08-16T05:04:58.085978Z digest=sha256:d7ecc134d0fa91eaf346002539774ccca89143ab44dd6b1f34f73c748705888f

Observation 830d4061-0f28-4a00-a999-6b1508a6eec5 · outbound

This paper cites □TO DO □YES □NO □N/A Justification:.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS □TO DO □YES □NO □N/A Justification:

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.190712Z

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.

source=pdf_text observed=2026-08-16T05:04:58.090393Z digest=sha256:36f5542e25d00d64572b89c8588eccf5a9807af4d89c5b6dd8be63f4b88defae

Observation e21941bc-d1ef-41f7-89ae-ce415e654bd8 · outbound

This paper cites 3.1 The tool was trained on low-resolution content.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 3.1 The tool was trained on low-resolution content

Reference 103

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.180116Z

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.

source=pdf_text observed=2026-08-16T05:04:58.094940Z digest=sha256:9f6cabc093273a4b8798e7ed8e3dae20cdfd74988ad644cde3260dffd961a11d

Observation a8b1a1dc-6946-45f5-ab06-1a70581b1437 · outbound

This paper cites 4.1 If the tool is capable of detecting audio, the training dataset included data with a transmission similar to telephones.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 4.1 If the tool is capable of detecting audio, the training dataset included data with a transmission similar to telephones

Reference 104

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.169420Z

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.

source=pdf_text observed=2026-08-16T05:04:58.099024Z digest=sha256:1442c877db51aa08761bf8f50729e62650a3f67d0aff8747466a967f771415a9

Observation a50197dc-7bdb-4725-a83f-96cfe085b13a · outbound

This paper cites 5.1 A system is in place, and adaptable to adjust the detection model to continually update the training dataset to include new examples of AI-generated or manipulated content.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 5.1 A system is in place, and adaptable to adjust the detection model to continually update the training dataset to include new examples of AI-generated or manipulated content

Reference 105

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.160071Z

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.

source=pdf_text observed=2026-08-16T05:04:58.103625Z digest=sha256:cd158ba5a3ad05f3c02856267401e855e8c18331fb9b2c680b45b18925fcc129

Observation 28c6eea1-55c9-4ed6-ae37-db2c68185df8 · outbound

This paper cites an unresolved cited work.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS Unresolved cited work

Reference 106

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:04:59.150660Z

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.

source=pdf_text observed=2026-08-16T05:04:58.107831Z digest=sha256:d4f8fe318d3f52de42e5272f7257570836cff6cc7e86cdc3a472d81b401edbe0

Observation d0d81f95-5a20-4040-a06a-777e81d9e446 · outbound

This paper cites 7.1 The information is provided with respect to other verification techniques and skill sets that could be integrated.

TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS 7.1 The information is provided with respect to other verification techniques and skill sets that could be integrated

Reference 107

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:04:59.141690Z

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.

source=pdf_text observed=2026-08-16T05:04:58.111687Z digest=sha256:3a368615c0dc5541942444b583e8546c3a113efd957cf0c8c2936f34c3f0453a

Pith citing papers

No inbound Pith citation observations are available.