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Paper Citation Record · LEDGER

Rethinking Individual Fairness in Deepfake Detection

As of 20 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2507.14326.

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

pith.paper-citation-record.v1
2507.14326 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:12:13.141042Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

86 of 86 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved81
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1adecf02-fd03-4501-94c2-7cbaf0c5bba5 · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

Rethinking Individual Fairness in Deepfake Detection The DeepFake Detection Challenge (DFDC) Dataset

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:02.074072Z digest=sha256:d3fc37dd4bc6ba7652df16f541d6305a579054b8fc7d56064e5729f818722838

Observation a6f19b8b-b980-40e7-952b-d87f2371201f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-06T16:12:02.171196Z digest=sha256:dc6344c4c756c8fd2acb2b8067daf708c39294b07a94d57f8745a4c1fe1c880a

Observation 91041b8e-61bc-465e-8782-a1950c696cb4 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:02.325859Z digest=sha256:9dc8b70bc26e70c2c4dd3534a6b268fafb02ff541bcf96daa6455b3aaaf91ef7

Observation c9ac3b59-6e2d-4711-a55a-9cc331cef88e · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-06T16:12:02.479285Z digest=sha256:57edf1862fb92f783202d15d48ed85b7d65cc53b62eac122ef37b2eb7a82ff03

Observation 0fce0cf9-7641-49df-920f-7fe1a0b77b8b · outbound

This paper cites Masked Conditional Diffusion Model for Enhancing Deepfake Detection.

Rethinking Individual Fairness in Deepfake Detection Masked Conditional Diffusion Model for Enhancing Deepfake Detection

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:02.641561Z digest=sha256:9ae68ee0ea39de313cb3a59ace4deeb662a5fc8ecbaab991c3399df917e2720a

Observation aca41848-d291-4345-895f-f4c34586b4b4 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:02.803274Z digest=sha256:e80324dab7a896768e4d57a81648bdc2441987e7f9166486e0bba8bd124d6c2b

Observation 147a8210-6265-44ff-b0c0-daebce08abd6 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:02.935950Z digest=sha256:4297e739def0161e627e3a2642dd7b6e409e1845ccbb4e86c4b717a90b799529

Observation 0663dd21-d00b-4465-8e2e-33688e14ea1c · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-06T16:12:03.001140Z digest=sha256:57f4023281fa48f0371f517a7251c30dc8a7e80d14b115d9d8bb7a10db40af88

Observation cfa98d84-5637-4d2d-957f-91ddf09ff3d5 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:03.119508Z digest=sha256:49ba49896c5c39a7cbb24900d2a5fc94b64d501726d97340e8c5affee8938e71

Observation 9235e24c-b454-4275-b736-207e8ef5bb80 · outbound

This paper cites Raising the Bar of AI-generated Image Detection with CLIP.

Rethinking Individual Fairness in Deepfake Detection Raising the Bar of AI-generated Image Detection with CLIP

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:03.272508Z digest=sha256:5bd770dd5a890abb5dbe00ff1c82c4063563d1e1cf571b8da8f7ec205915d831

Observation bb47c7e8-8daf-4ab9-9907-22e98c40e7ba · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:03.420716Z digest=sha256:99ab6c05bb2f8cd8adb7edb31b012b79c9e8a402ae7cbd94777bd3200d2bd7c6

Observation cc748590-7846-4aec-8439-5e80dfaaa84d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f4c183bd-108c-4df3-816e-9a42d033fb2d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-06T16:12:03.813618Z digest=sha256:a8963d23fa950673da257653acf86611dcb9eb932cd5d14235b6cbe7b1349b5b

Observation 78faf4d0-488d-4ac6-abce-2338062b686b · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 14

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f919ad11-d332-4352-8f04-88a26e7c039f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:04.180933Z digest=sha256:f914758efb4123be8dcd4ac614c2dfe1b123eaec9ce9d77bf92f988a850d323f

Observation 7d2e10fd-c813-4aab-947b-6daea195e405 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 16

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:04.382594Z digest=sha256:18226e30f6d97af422755cd556e60736b9fa81eaa1d7dc0bfcd8e807dc7d5bff

Observation 4eede7be-0af5-4122-8e30-c5d882e6d4a1 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 17

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 63afdbe3-1571-41f1-a6a8-51c2eedf9d20 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:04.780251Z digest=sha256:6def9f68ad03fc07c74a91270be8391c31acfacc4b275ba62c8c5f79180673e5

Observation 0f19488b-4baa-415c-8dba-7854e0d18d90 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 19

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c2c4a6fb-8d64-4816-9108-1727c8e9e97f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 20

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 31f94f44-7c88-4cee-bf32-7d370a3f6a17 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 29fcb4a4-3313-4685-8942-1c260b7288bf · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6e719067-0979-4f73-a84b-cd0084ae7f5c · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 23

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4a53b8ec-74c1-4136-bdc4-04c4b224d619 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 24

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3ed4322e-361c-4497-800c-978f93f8869d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-06T16:12:05.887837Z digest=sha256:8440c23e8218b7f42f02d460ac91e393a9f933c9b861238bc0d8a6399e5fdaca

Observation 1d0bb17f-f2c8-4541-a5d9-30888c980f9f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:05.991309Z digest=sha256:8d86faba923f873df69f56d6dabe4a1b6a8fdde693554f01bfc2c85b388a5602

Observation bd2e312b-d727-44cb-9246-f2ac1f197008 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 27

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a036191b-0e04-44b1-a928-60e659d7a06d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a3e7d744-7819-479e-9c97-d7efeb9e843a · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 29

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 0c85b6cf-7ec3-44bd-8333-06ed2b7cfe3f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 248d94be-8698-415c-a8cb-d0eefa118c8a · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2767cb94-bf5f-4db9-9364-114feb72d9a4 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4c7e1df7-4c7a-499c-bc65-213d60c05a62 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 537cfaf6-dd5a-4c69-a9ce-beab6bb2088c · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:07.128932Z digest=sha256:7a6c97fa42ff24377a05a17ab6a5160b7315497d9b0d591d3c814871847fd855

Observation 214e8a4f-9ce7-44e3-b33c-6022c6a05c21 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 12420545-24e0-4854-a32a-e89812352644 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:07.369270Z digest=sha256:c7c97b97bb799761c1c8ef3b4b3745c842fabbad4796a758f7d645e16eafea8c

Observation c7d9f610-0531-4c0c-8c28-21b0da965241 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 630686e5-d745-465f-9244-89fb0371fb21 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:07.573210Z digest=sha256:91f0c25cf961f931910a268615b4c3d757f05bb3972afb53c2cbb18f035f1a77

Observation 8bea8327-45bb-4f99-a70d-62db2bdc58d2 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-06T16:12:20.734736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:07.652686Z digest=sha256:70bc01995d0da214286f40a3917f09dd7e1bbcdee48c89bc77150b38e4ba00b3

Observation d8522e8c-a8b8-409f-9704-3cec06745e34 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 40

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unresolved
raw_fallback, observed 2026-08-06T16:12:20.527546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:07.845707Z digest=sha256:cfe59dcfe736e4ba396df88a91e5881160f541a9f1eab7ab2f4242c837021121

Observation 50ef0e3a-a2bf-4228-b09b-01aade3cbe5b · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 41

Resolution
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raw_fallback, observed 2026-08-06T16:12:20.334745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:07.973773Z digest=sha256:d282951480d77908b069197d21cf78c6c64ce30e087b7b0bde9352032c166ae4

Observation 65b031cd-0723-47fe-9550-264ae1bac322 · outbound

This paper cites Detecting Multimedia Generated by Large AI Models: A Survey.

Rethinking Individual Fairness in Deepfake Detection Detecting Multimedia Generated by Large AI Models: A Survey

Reference 42

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no resolver link, observed 2026-08-06T16:12:08.101157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:08.101157Z digest=sha256:a133a24cadf4fb9721753ff8e2f3808de6541c5532b1e9dcae4304143e48bebb

Observation 6d44c5cb-fc11-4f63-8789-c6ab3484395d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 43

Resolution
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raw_fallback, observed 2026-08-06T16:12:20.119830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:08.207874Z digest=sha256:ebcdced82338e553b12581d95fa47e243946f2243847688032e36331a01f5e5e

Observation f49fa2cb-d128-49b8-94bb-7c4990c85646 · outbound

This paper cites AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark.

Rethinking Individual Fairness in Deepfake Detection AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark

Reference 44

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no resolver link, observed 2026-08-06T16:12:08.310627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:08.310627Z digest=sha256:3b57b8ac173a7178e5efe5a4fa008efefa19ef2691b3a5f802f3eb5a004ff4ac

Observation 8a83c47d-ca86-48e1-b46c-10822bd5cb53 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:19.917734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:08.479583Z digest=sha256:c0a71e8812ccd56af55e94113edbf430b509bc3dc81c03adb632e05f2f25f30d

Observation 6c0b49d4-4f0b-4e4a-8bdd-bb0c2a64987b · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:19.752577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:08.592061Z digest=sha256:71ff43677227bb0bd4d0a724edaedb83ba27f6fe2183a5b0ccdc7d318929f170

Observation bf371a89-614d-427d-8b29-ecd2c965ae19 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:08.721546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:08.721546Z digest=sha256:675c1e8a00477ee3e16131035c2345a59d9387bc64d2540606a607bbfedb0d52

Observation 85cf6676-dbbc-4d7c-b730-b918c3d57a8c · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 48

Resolution
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raw_fallback, observed 2026-08-06T16:12:19.547982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:08.825631Z digest=sha256:878466abdd733096673d18668cef16b3b55722aeec9c8c63ea895dbe9c547a38

Observation d9cc20e8-529e-449e-b2f9-997638b02377 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:19.362336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:08.929024Z digest=sha256:fef6733aa7851a37df7d2e4b13e01b4a297aecd4befddfe3ee2292afada58b4b

Observation 271b5d07-d3cf-4355-b117-4cda79707b05 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:19.155169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:09.034230Z digest=sha256:5da351350095cbe2bd15c91067981a3f458076ffcbe3cee6c2bfdf9559f6de5b

Observation a2ca5572-42c1-47f9-8c33-db7f28535d55 · outbound

This paper cites GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection.

Rethinking Individual Fairness in Deepfake Detection GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection

Reference 51

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no resolver link, observed 2026-08-06T16:12:09.314188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:09.314188Z digest=sha256:9dfce3c02e48f99e07b0f62c7f42bc5df12ac928ebe97b000c041a52991afa99

Observation a4de1620-35f7-4c90-9154-428d13e90f2e · outbound

This paper cites Thiagarajan.

Rethinking Individual Fairness in Deepfake Detection Thiagarajan

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:12:18.788133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:09.404353Z digest=sha256:42ba2127a75f1a1f8d2345f939b895792b7095ae08167f894fc03f43ee0e13ff

Observation bef5f868-4194-4208-a2c3-a235d7bd55ee · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:09.529442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:09.529442Z digest=sha256:e75fa2e9060f92b9ab8a6709737d703c8e44db883230e42152ef370c77241385

Observation 79dc62dd-e771-4bda-a51e-1f4e7c78adbd · outbound

This paper cites Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing.

Rethinking Individual Fairness in Deepfake Detection Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:12:13.652982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:09.653651Z digest=sha256:31de01cf58c06d07cac4541a08ed60ccc0381bc51528fb827b2a630c5dccdd57

Observation 4fb6bd34-5cca-4bdf-9236-a21efa957459 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:18.618029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:09.742988Z digest=sha256:100c234dfb6117c5fdcab08bdf9ffa0eee9655eb55a17af9b979923a40515fa1

Observation 9b59e91c-582f-4461-b6a7-e0ec230840ad · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-06T16:12:09.913970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:09.913970Z digest=sha256:bf2563572419f5642124ddac89f108ac7f0f05287721996769bcd46c0cd5c738

Observation ecd8e3f7-8cd5-4a08-92f8-33396d300335 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:18.385500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.039607Z digest=sha256:781e29115b0e65b1451c140e9cfd6fa0836fd906ef5cb7ab303fc4de489f6451

Observation 2dcfaec9-8ff5-4704-93dd-c5808c9ce0de · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 58

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unresolved
no resolver link, observed 2026-08-06T16:12:10.180293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:10.180293Z digest=sha256:18f04bed0435ff65316d08f560c3bb2c8cee5569081572d1ec764710501fe186

Observation 71dbb762-b26e-48d5-8052-6f6a998c184e · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:18.156850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.284993Z digest=sha256:2dd358b6e8b4f48316be830f91ba5d59798356d5458ead6618dbd3e5daed2d96

Observation 6ccdd4e7-5401-4014-95a3-2df036e53f6f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:17.927836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.370543Z digest=sha256:d57a81800a362f8b7bf096c2d956e7bb4872443e8c55b3552ee924e576ac8c12

Observation e7a01116-b709-49fe-9176-370433fcca94 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:17.711339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.435878Z digest=sha256:cc66d8b4671f744231c0f8e867ebaca001b6386fef057db09d66425bc5d80ae8

Observation c465ad8c-4d10-4290-8365-a104c12c96ad · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:10.521298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:10.521298Z digest=sha256:8a2c2f1f5f97ae86cc303caae2116ad1b864b70da77efe1449360ab513879800

Observation 2bca8fc4-1312-44d9-b939-d8d5b4774431 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:17.473469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.606944Z digest=sha256:891b9ccbc6a59d274573ab4b1315715b3dcccf9402b535bfb633be5e63ff235d

Observation b08860a6-4b1c-49e0-a89b-51689df34ab0 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:17.219686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.765938Z digest=sha256:c2ede53b811d109caaf86d24a04171c2989af4327677778ab8023851a6eb8d95

Observation 80491ec8-4446-43db-bed6-e352d4cd9ca2 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:16.956734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.889090Z digest=sha256:ed3c19e4b32f10efba1d1cbf4adeb1a2f5265f79640d7304411c58e815e675d3

Observation 6e679e94-2ec0-4ef5-83d0-c817bb02d3f2 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 66

Resolution
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raw_fallback, observed 2026-08-06T16:12:16.686768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:10.976435Z digest=sha256:3cabc3176f4da442fed29eb58f48687e8d267c0a7863dcf910ee9673443b5bc8

Observation c0674686-0545-4d9c-aaff-aee896fefb60 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:16.493577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.046162Z digest=sha256:95f168149d0bdfb4b7c8a4d313194d0d6556b41381f2672caab9e8d7fe0e3b8b

Observation b7c30e63-8bd0-4f34-ad15-493c7ad1e094 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:16.305582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.144199Z digest=sha256:5a667473698025fc458f5d74a2129373ef7692050c0e294586b9a544c2ea92bb

Observation 478b1f42-7e38-4294-8ca9-35ab19847ff6 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:16.124398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.276787Z digest=sha256:2d0013261e30a9c81f0278d90c4a37ceaf119b37ad14f847cd55487041b2f5d0

Observation 1343b39c-2fca-4649-bc4c-859f207d5ce0 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:15.925873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.413836Z digest=sha256:b628be0411db2453a206ad717c2a4fde8b91b7cf90f3e885f8fec16197810199

Observation 0247442a-0de4-43e7-8fc4-230d6dfc4610 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:15.602475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.620228Z digest=sha256:7493ae324301b37a69994a39fa700989a5386121d2eed7effdb1ed1844b95d87

Observation 6b0efb1d-9e7a-47f3-8e78-1d1460deafde · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:15.426730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.689860Z digest=sha256:4fa4dea212d5646034dbb174a1d9c6b6446a7cd3178bf6e826c1c237a1276af1

Observation 92f1997e-3ddf-4a53-90ef-5434e2721f0f · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:11.758150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:11.758150Z digest=sha256:4680687bacb839356efbe7d50dcd2bb26ede6e48e485185b43d60449729e5a27

Observation e7bf029c-0500-4219-8531-04513de3b64c · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:15.066530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.948994Z digest=sha256:3c1826cd59f9d093d926fe4fbf176ad80b07b8db59642b6092e6c46df84d9b2a

Observation 1882cbb8-aa4f-45d4-b999-c0646b701ac1 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:14.888028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:12.080524Z digest=sha256:95b72307e05cdd7da09f232359a67d51981ed210a96f2207a6c1e10229875cce

Observation b1d6b30d-a148-455a-b72d-996772d45a63 · outbound

This paper cites In International Conference on Learning Representations.

Rethinking Individual Fairness in Deepfake Detection In International Conference on Learning Representations

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:12:15.199713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:11.862789Z digest=sha256:7608d8d1ffc4d1de5e0fd90207f60b3e88f62d4e7b2853cab25a201c502cdd7c

Observation 2fb6fb96-6801-4047-b825-f3b200edab03 · outbound

This paper cites CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition.

Rethinking Individual Fairness in Deepfake Detection CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:12.447813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:12.447813Z digest=sha256:0eabb6d953c0abd34bde7eb81ac367478593fd4d147fa412b9c4a2a029cea0f6

Observation bf002d6e-63d1-4976-9f06-2a092ed4ca9a · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:14.498633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:12.578639Z digest=sha256:ce19c2d950a050c474fe89ae9166739fd056a19ffc2a3299d2614ed781aa1b85

Observation 465203c1-fed3-4306-82b2-4a45827de864 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:14.715942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:12.222083Z digest=sha256:beb87a6fafc297ab080bc1bbd5d39b0c3a394680037e809a5487a9a0be826305

Observation 48ec0216-77d4-4467-a243-475b11208c68 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:14.119371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T16:12:12.857441Z digest=sha256:203591b0e65d4baded6d9a1ac66d37999bda96b95afdc6c87a2807e4d53020b9

Observation be13f36a-0173-48ce-a1e9-df355e2e4703 · outbound

This paper cites X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection.

Rethinking Individual Fairness in Deepfake Detection X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:12.987502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0e7fb85f-d147-4cd0-a39f-265b6f3e3a7d · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:12:14.250529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b0f03a80-eba9-4885-96fd-c065bddc00a5 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:13.141042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:13.141042Z digest=sha256:71e062c2d667f487d7289180a77f751bc9614a7b62948ce030187002e9a9c760

Observation 7f42f2ae-ccfc-4fe7-85ee-fce715803f54 · outbound

This paper cites an unresolved cited work.

Rethinking Individual Fairness in Deepfake Detection Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T16:12:13.083650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:12:13.083650Z digest=sha256:0c38f2f618c7e65f35c8ef5e79f77ab8c587a2be6b63b2a4351536b729f7ffd2

Observation 76bc60ef-02b2-495a-9dde-8cef03e4835b · outbound

This paper cites In Interna- tional Conference on Machine Learning.

Rethinking Individual Fairness in Deepfake Detection In Interna- tional Conference on Machine Learning

Reference 2020

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 32cd6c59-7a54-40e6-8a67-8caa6a9baca5 · outbound

This paper cites In The 42nd International Conference on Machine Learning (ICML).

Rethinking Individual Fairness in Deepfake Detection In The 42nd International Conference on Machine Learning (ICML)

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:12:15.735697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Pith citing papers

No inbound Pith citation observations are available.