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Paper Citation Record · LEDGER

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

As of 14 August 2026, this Paper Citation Record lists 100 of 123 outbound references and 4 inbound Pith citation observations for arXiv:2506.06825.

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

pith.paper-citation-record.v1
2506.06825 v1

Coverage vector

measured 100 of 123 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:53:50.419825Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:56:08.854828Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T22:08:04.540802Z

Reference resolution

100 of 123 outbound references displayed

  • verified exact0
  • verified fuzzy48
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c72ecd9a-5a7d-4d28-b28b-872238501c55 · outbound

This paper cites Detecting Fake News in Social Media Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting Fake News in Social Media Networks

Reference 1

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source=pdf_text observed=2026-08-07T05:53:35.351808Z digest=sha256:f48d78af11ae71a598cbc35c4a1656045a037a0f4409ad5b344eaded2bd95713

Observation d39a49e9-f4b7-4ff2-a2b9-ee6b1d485958 · outbound

This paper cites Third Person Effects of Fake News: Fake News Regulation and Media Liter- acy Interventions.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Third Person Effects of Fake News: Fake News Regulation and Media Liter- acy Interventions

Reference 2

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Observation d2e4df2e-bc19-4957-b98c-03b20337edfe · outbound

This paper cites False Information on Web and Social Media: A Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives False Information on Web and Social Media: A Survey

Reference 3

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Observation af38845c-76d7-4bc4-b09c-56d0a1bbf042 · outbound

This paper cites DeepFake Generation and Detection: A Benchmark and Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Generation and Detection: A Benchmark and Survey

Reference 4

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source=pdf_text observed=2026-08-07T05:53:35.679978Z digest=sha256:8bc4f5c24eb3db2e7e7bec0b02faedb5bf269e5a5c73674fb674b5e2c6b06f69

Observation 94416390-5e6b-492e-8173-d79008f053f6 · outbound

This paper cites Digital Deception: Generative Artificial Intelligence in Social Engineer- ing and Phishing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Digital Deception: Generative Artificial Intelligence in Social Engineer- ing and Phishing

Reference 5

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source=pdf_text observed=2026-08-07T05:53:35.860238Z digest=sha256:30a41c85e1b26d2025310e120170ff1fc648352a7012e8dac5d23a9078f79c51

Observation 95d47218-9bfd-46e5-b37c-4ec743d4c970 · outbound

This paper cites CEO of World’s Biggest Ad Firm Targeted by DeepFake Scam, 2024.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives CEO of World’s Biggest Ad Firm Targeted by DeepFake Scam, 2024

Reference 6

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Observation 54a3e2b3-ca98-4882-a246-8004a85fd96d · outbound

This paper cites Testing Human Ability to Detect ‘DeepFake’ Images of Human Faces.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Testing Human Ability to Detect ‘DeepFake’ Images of Human Faces

Reference 7

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source=pdf_text observed=2026-08-07T05:53:36.028612Z digest=sha256:91154b0d8e260494099d8a3a0745e26ca2ec4211a59821a298651e6e98a0522b

Observation 2cad2d27-f8ee-4f12-8a9c-f376bf3dc03b · outbound

This paper cites OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

Reference 8

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source=pdf_text observed=2026-08-07T05:53:36.074224Z digest=sha256:b4a6ac2e831152d7638f75e52d6809d43b1b5ea4b49b357eaa91292921b3ba92

Observation a904bbfa-d6e4-4f33-ab69-b930e411d392 · outbound

This paper cites To Believe or Not to Believe: Framing Analysis of Content and Audience Response of Top 10 DeepFake Videos on YouTube.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives To Believe or Not to Believe: Framing Analysis of Content and Audience Response of Top 10 DeepFake Videos on YouTube

Reference 9

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source=pdf_text observed=2026-08-07T05:53:36.197918Z digest=sha256:4a97e0054e88f24ff387c353320708f1d352343c68eca11bb04437364b55ec88

Observation 24e91181-410c-49e2-a207-c861df96ce5e · outbound

This paper cites Deepfake Videos in the Wild: Analysis and Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deepfake Videos in the Wild: Analysis and Detection

Reference 10

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source=pdf_text observed=2026-08-07T05:53:36.294923Z digest=sha256:66211d7e9b1293c2e0c8752b14dcbb390f04c09f82c6b58e463a3b638284fa1f

Observation 7a997896-0e31-4aed-aed5-8e3a15f64e22 · outbound

This paper cites A Review of Image Processing Techniques for DeepFakes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Review of Image Processing Techniques for DeepFakes

Reference 11

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source=pdf_text observed=2026-08-07T05:53:36.395997Z digest=sha256:2a9b56a89902fabef9966e80b8829e1033ad24d178a5ead2f65eee2b8add57da

Observation bb849eb2-6bf6-4bc6-9ec9-7f2d74b51985 · outbound

This paper cites Zooming into Video Conferencing Privacy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Zooming into Video Conferencing Privacy

Reference 12

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source=pdf_text observed=2026-08-07T05:53:36.479929Z digest=sha256:97369cdbc4044700ec118fa4a1949bcb8e2a2b863fbf68c5da2141ff6026e846

Observation 74c453e6-b2ab-44ed-aaf2-3e83189b1b0a · outbound

This paper cites DeepFakes, Misinformation and Disinformation and Authenticity Infrastructure Re- sponses: Impacts on Frontline Witnessing, Distant Witnessing, and Civic Journalism.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFakes, Misinformation and Disinformation and Authenticity Infrastructure Re- sponses: Impacts on Frontline Witnessing, Distant Witnessing, and Civic Journalism

Reference 13

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source=pdf_text observed=2026-08-07T05:53:36.584697Z digest=sha256:0deee00489fedaaad2e14e2b1b24c91388f56b081d689e70d2d21db38e0782b4

Observation 7bf7b14e-c16f-4cfe-bc8a-b832b391784e · outbound

This paper cites Reliable Bio- metric Authentication with Privacy Protection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Reliable Bio- metric Authentication with Privacy Protection

Reference 14

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source=pdf_text observed=2026-08-07T05:53:36.696628Z digest=sha256:5332681592b367110c09c9e7c47a95f5c962c2310ac4f3b063ef0b43ac27f8ea

Observation 249fb2b0-dd21-4f73-a48b-f2e2cd0bc717 · outbound

This paper cites Multi-Factor Authentication: A Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multi-Factor Authentication: A Survey

Reference 15

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source=pdf_text observed=2026-08-07T05:53:36.730489Z digest=sha256:b0a6917bcc77abb06fc04e8851b8636737303be05c2546daeb82bcdf5f0848ff

Observation b0d175ca-ad20-43c8-855a-69ceccd2c442 · outbound

This paper cites A Survey on Biomet- ric Authentication: Toward Secure and Privacy- Preserving Identification.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Survey on Biomet- ric Authentication: Toward Secure and Privacy- Preserving Identification

Reference 16

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source=pdf_text observed=2026-08-07T05:53:36.838805Z digest=sha256:50751a200b8973cd3ad23868448f3c723cd0d342d186454161355d15a2f1d79d

Observation f6d3d4ac-9e8f-4470-a271-c8240f8f9ede · outbound

This paper cites DeepFake Video Detection Using Recurrent Neural Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Video Detection Using Recurrent Neural Networks

Reference 17

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source=pdf_text observed=2026-08-07T05:53:36.926310Z digest=sha256:98f229f57576140707d85bd86a55acdedc083f9408383689ea07a3eb171fcecb

Observation 5790c8dc-024e-4fe0-bd08-f5c0cc23785d · outbound

This paper cites DeepFake Detection through Deep Learning.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Detection through Deep Learning

Reference 18

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source=pdf_text observed=2026-08-07T05:53:36.984480Z digest=sha256:c2193fcbac23df442180587a122ee8d366e1975eb80db6de3467039baeb35cdd

Observation 99b9e4a6-b209-49a5-ab86-ee98728f8abd · outbound

This paper cites AI-Enabled Future Crime.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AI-Enabled Future Crime

Reference 19

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source=pdf_text observed=2026-08-07T05:53:37.084534Z digest=sha256:76d8291ecbf36572338466197fedafc1c8652fc4391312fe3cdc46e3d47c5127

Observation 67055219-7302-4342-8525-09d607f2ecea · outbound

This paper cites Deepfake Pri- vacy: Attitudes and Regulation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deepfake Pri- vacy: Attitudes and Regulation

Reference 20

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source=pdf_text observed=2026-08-07T05:53:37.239243Z digest=sha256:2cfe48174dc5a2182ab368e45987d258b20a5fae001100dacf7a20e974685180

Observation 468e6f99-6f26-4ac8-90b0-5431dbbab564 · outbound

This paper cites DeepFake Disasters: A Comprehensive Re- view of Technology, Ethical Concerns, Countermea- sures, and Societal Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Disasters: A Comprehensive Re- view of Technology, Ethical Concerns, Countermea- sures, and Societal Implications

Reference 21

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source=pdf_text observed=2026-08-07T05:53:37.408182Z digest=sha256:dcb4aac034a4f88fe88182d3c2f27b8c163dc6e1d3186db13e66388b4dfd88ce

Observation 75476c2e-aa2f-403f-8c75-44b0b90e704c · outbound

This paper cites Regulating Deep Fakes: 15 Identity Deepfake Threats to Biometric Authentication Systems A PREPRINT Legal and Ethical Considerations.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Regulating Deep Fakes: 15 Identity Deepfake Threats to Biometric Authentication Systems A PREPRINT Legal and Ethical Considerations

Reference 22

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source=pdf_text observed=2026-08-07T05:53:37.542566Z digest=sha256:e645d3064be7b276aba067419aae528f448ecf114f829c5c64fa1ebc6c5b0f20

Observation 9a3f4896-50d0-4823-b9f0-ee0c3ecb4431 · outbound

This paper cites Decent DeepFakes? Professional Deepfake Developers’ Ethical Considerations and Their Governance Potential.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Decent DeepFakes? Professional Deepfake Developers’ Ethical Considerations and Their Governance Potential

Reference 23

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source=pdf_text observed=2026-08-07T05:53:37.627907Z digest=sha256:8f194288058ad3f39e2f327eba1c2885f0815ba4dc4e34b661e886cc3763d819

Observation d91cd71c-9bfb-4bb8-b53c-443084a02c78 · outbound

This paper cites The Mixed Methods Appraisal Tool (MMAT) Version 2018 for Information Professionals and Researchers.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Mixed Methods Appraisal Tool (MMAT) Version 2018 for Information Professionals and Researchers

Reference 24

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source=pdf_text observed=2026-08-07T05:53:37.736182Z digest=sha256:de167ef336fba404c904d551660deb059bd6c30b55a15a4de78e1937d9310827

Observation 4307a5e0-4296-4ef3-945d-c404c400f318 · outbound

This paper cites Intelligence-Driven Computer Network Defense Informed by Analysis of Adversary Cam- paigns and Intrusion Kill Chains.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Intelligence-Driven Computer Network Defense Informed by Analysis of Adversary Cam- paigns and Intrusion Kill Chains

Reference 25

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source=pdf_text observed=2026-08-07T05:53:37.844475Z digest=sha256:92f08182e88c6573e147ef5f5fda5ef0139ef268d57c30f8fcfbd4e32defff64

Observation 571d0106-ed65-4bd5-b86a-aaa775a81364 · outbound

This paper cites DeepFake Detection: Current Chal- lenges and Next Steps.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Detection: Current Chal- lenges and Next Steps

Reference 26

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source=pdf_text observed=2026-08-07T05:53:37.931366Z digest=sha256:8c208b39aca1fcd6ecc6ea433d7598125b1b9f151581c00fd7b83129b826b5e5

Observation cdc52db3-d3c5-4cb3-a823-5ad492cf59ca · outbound

This paper cites Identity-Aware Variational Autoen- coder for Face Swapping.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Identity-Aware Variational Autoen- coder for Face Swapping

Reference 27

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source=pdf_text observed=2026-08-07T05:53:38.076928Z digest=sha256:cf4dbfed674cc79c10cf5dff8da05d4c19296b0ad1e6af49a402097b59ccd070

Observation 50de4cef-602e-44c6-a854-502d9949c59d · outbound

This paper cites DeepVision: DeepFakes Detection Using Human Eye Blinking Pattern.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepVision: DeepFakes Detection Using Human Eye Blinking Pattern

Reference 28

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source=pdf_text observed=2026-08-07T05:53:38.184261Z digest=sha256:7b5453a3fd6f1cb70f17d8fb966365b747999a6d99de21efacf5b9d891acc76a

Observation 2e83556a-3a40-4cf8-bb02-0f5cb200f807 · outbound

This paper cites Head Pose Estimation Patterns as DeepFake Detectors.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Head Pose Estimation Patterns as DeepFake Detectors

Reference 29

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source=pdf_text observed=2026-08-07T05:53:38.304315Z digest=sha256:1ead9af3df270437f2ae964960812e702453d19bbc493228ef0c54596b109f15

Observation aac8feaa-b296-4424-8ffc-2c76faf28f6e · outbound

This paper cites Image Splicing Forgery Detection: A Review.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Image Splicing Forgery Detection: A Review

Reference 30

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source=pdf_text observed=2026-08-07T05:53:38.452237Z digest=sha256:09abff855b5a483c24f982f8e7f03aa1b4e671e450437e538ce4271112d1085e

Observation 10280e5c-f045-47d5-9a8c-b5f5091ab646 · outbound

This paper cites Auto-Encoding Variational Bayes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Auto-Encoding Variational Bayes

Reference 31

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source=pdf_text observed=2026-08-07T05:53:38.585210Z digest=sha256:fbaea3a69bdc5b945cd0acda4782d40a964204d49dd1a6d6c63edbf93dd94698

Observation b7887bb6-b37e-40a3-96e4-8579792244fd · outbound

This paper cites Analyz- ing and Improving the Image Quality of Stylegan.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Analyz- ing and Improving the Image Quality of Stylegan

Reference 32

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source=pdf_text observed=2026-08-07T05:53:38.746251Z digest=sha256:6c38b9671a16ed5b1aa74b0556799c49144a4db7ee1b2aeb30baa5e5f9e7562c

Observation 3e3e4e2f-28f6-4579-a10f-72eebb4ee3de · outbound

This paper cites Generative Adver- sarial Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Generative Adver- sarial Networks

Reference 33

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source=pdf_text observed=2026-08-07T05:53:38.890713Z digest=sha256:02e112e2b95e7c06e97b095f51d605ce9570fc61650335fe942a1e5ec98d6590

Observation 6bdf8b05-6eb3-42cc-80ca-c1bcd9ab4322 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 34

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source=pdf_text observed=2026-08-07T05:53:38.931603Z digest=sha256:04e5b6401a8223a2edb7ba951fb8e8e325a83f54d41fe336f4a46fdbacf8bce2

Observation 1d210b2d-97b2-4dac-ae9b-dcb7af626a66 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 35

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source=pdf_text observed=2026-08-07T05:53:38.993515Z digest=sha256:c66ea12557b938ca007d91bc698a36ee4ccf7a1f8b795fb2775a02fa46ed280a

Observation c4810af5-9dae-49aa-b610-854ae827d721 · outbound

This paper cites Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation

Reference 36

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source=pdf_text observed=2026-08-07T05:53:39.155351Z digest=sha256:dabce7d7a7e21976c36d186a121e18b5d3cc53d599081e480b023d1bb9aad78b

Observation b82bcdf6-2934-4c7b-9d20-a84946dfad9f · outbound

This paper cites Follow- Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Follow- Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.320275Z digest=sha256:44a7d426b6fb96cea30c9f2a206d09ca256366595aea3fbd9b536c7239a7d749

Observation 1993abfd-41b0-44b8-a69f-7e8efbfc194a · outbound

This paper cites Multimodal Emotional Talking Face Generation based on Action Units.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multimodal Emotional Talking Face Generation based on Action Units

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.519449Z digest=sha256:054977fba6d1ec8d55237ebe82e3f58ac85b08709c0ab017887c27ad1c8a21ee

Observation 3fe932e4-6a9e-48de-bc28-5995004c3eb4 · outbound

This paper cites It’s Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives It’s Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.656806Z digest=sha256:208f03d1a6423b6f6cdf31f11413e02a5da70420123110dd4f8c4800eccaf215

Observation 557aed13-f628-4c58-ba83-519d2bcb644d · outbound

This paper cites DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.932611Z digest=sha256:529d2d62b06c11b7e01fe6ac791e2ff56bb2837da489dc51206e4f85a8f0d681

Observation 1087cdc6-a309-41d2-a88c-189391051d87 · outbound

This paper cites Talking Face Generation by Adver- sarially Disentangled Audio-Visual Representation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Talking Face Generation by Adver- sarially Disentangled Audio-Visual Representation

Reference 41

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no resolver link, observed 2026-08-07T05:53:40.150468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.150468Z digest=sha256:adc8ab43834a2426d96455e205a920ba873422585c5f4b1fa6049b81c2e9a3c5

Observation 648bfe6f-4379-4c04-89f4-f1bf151ab008 · outbound

This paper cites IA-FaceS: A Bidirectional Method for Semantic Face Editing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives IA-FaceS: A Bidirectional Method for Semantic Face Editing

Reference 42

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no resolver link, observed 2026-08-07T05:53:40.339342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.339342Z digest=sha256:49579e789538b70237b2a07903e5b0ac3dc7163eadad719e1091dad74877dbf0

Observation d104eec9-46f5-46a1-805c-f073346d2347 · outbound

This paper cites L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing

Reference 43

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no resolver link, observed 2026-08-07T05:53:40.498891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.498891Z digest=sha256:fce2c182d41df9b6f8f71de0e88a20201c1df288c0e46a4223f3367518427dd1

Observation 226ab232-ea97-478c-bfbc-ffe799b64b24 · outbound

This paper cites DeepFake Crime: Trends, Threats and Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Crime: Trends, Threats and Implications

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.642266Z digest=sha256:188f0d725bcbcbbfe51a5e07eedf11dcdc7d432f5c51b17f6747a910622c86d2

Observation d34c9868-1095-4530-aca4-e35a1f23176e · outbound

This paper cites Perspectives on DeepFakes for Pri- vacy: Comparing Perceptions of Photo Owners and Obfuscated Individuals towards DeepFake Versus Traditional Privacy-Enhancing Obfuscation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Perspectives on DeepFakes for Pri- vacy: Comparing Perceptions of Photo Owners and Obfuscated Individuals towards DeepFake Versus Traditional Privacy-Enhancing Obfuscation

Reference 45

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no resolver link, observed 2026-08-07T05:53:40.799496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.799496Z digest=sha256:292b8bc89b7f3b2804a80ccf9f6967392c98673c2f684a1580601626dc434b4f

Observation 9f07ce00-fb6f-4c09-99c2-971cb6c00eec · outbound

This paper cites Implicit Identity Driven Deepfake Face Swapping Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Implicit Identity Driven Deepfake Face Swapping Detection

Reference 46

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no resolver link, observed 2026-08-07T05:53:41.002012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.002012Z digest=sha256:0b71e8a88e015a31b004f1d74882d41cfd1607ed6f09dd93073aa78eafb5528a

Observation 56451fc6-8382-4a0d-8a0e-998d3f534002 · outbound

This paper cites Local Relation Learning for Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Local Relation Learning for Face Forgery Detection

Reference 47

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no resolver link, observed 2026-08-07T05:53:41.220249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.220249Z digest=sha256:26933b2dbefd8629d3eadc83b8fd6d20f2ee7ca9cbae081de86d7b6bec5564f1

Observation 125c5ac8-5340-4713-9de1-e277907bd311 · outbound

This paper cites UIA-ViT: Unsupervised Inconsistency- Aware Method based on Vision Transformer for Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives UIA-ViT: Unsupervised Inconsistency- Aware Method based on Vision Transformer for Face Forgery Detection

Reference 48

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no resolver link, observed 2026-08-07T05:53:41.371348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.371348Z digest=sha256:52e1119fe78bf1ab86a20058377f66a44518b9cd33c160dce0ff72ef0aa970d1

Observation 41ad6cfc-43d8-48ac-8328-bc1adc53522d · outbound

This paper cites Multi-Attentional Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multi-Attentional Deepfake Detection

Reference 49

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no resolver link, observed 2026-08-07T05:53:41.529170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.529170Z digest=sha256:3124dfccf6bd58fbf8da8dcb60d11c07b61fa495c40a91708922e6b89c07a8b0

Observation a48cf8f9-d5c8-4422-a7c4-a9f81725ccab · outbound

This paper cites Representa- tive Forgery Mining for Fake Face Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Representa- tive Forgery Mining for Fake Face Detection

Reference 50

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unresolved
no resolver link, observed 2026-08-07T05:53:41.700543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.700543Z digest=sha256:177ad516205fe91451accb72d58a5b24cfb33924b7a86adc30a0f934d4cd87ea

Observation 74c45ce5-50ea-4748-91c2-5819fd00c6b4 · outbound

This paper cites AltFreezing for More General Video Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AltFreezing for More General Video Face Forgery Detection

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:13.271717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:41.906918Z digest=sha256:f935ac3e9e2846334984c550390925145e484437d78b8133c8e61d304310ebe8

Observation 49242d15-6935-4722-9d82-26a53af090ed · outbound

This paper cites TALL: Thumbnail Lay- out for Deepfake Video Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives TALL: Thumbnail Lay- out for Deepfake Video Detection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:13.054300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.129582Z digest=sha256:68ff1c666dcf05b372b63c9abbee71a17873644eb68566ffbc5cf61b4a4da0a7

Observation 3fa7cd87-09c9-4b35-83ba-e5bcf093c6eb · outbound

This paper cites Exploring Temporal Coher- ence for More General Video Face Forgery Detec- tion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Exploring Temporal Coher- ence for More General Video Face Forgery Detec- tion

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.873875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.314052Z digest=sha256:0df9c96519257a93b98d460ad5ffc0018e05f98e5172ba9cc96b3d82f35e0631

Observation 7cf5ab76-20c1-4192-97a4-cff46dad14a2 · outbound

This paper cites Learning Self- Consistency for Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Learning Self- Consistency for Deepfake Detection

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.692332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.480711Z digest=sha256:25bd06ace6356f1521f00b9f6fe9bbf479afb83b9ae6349bfd189634d2304d2d

Observation 3066772a-ba73-4a4b-b4d1-eaef311cbdd7 · outbound

This paper cites Spatiotemporal Inconsistency Learning for Deep- fake Video Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Spatiotemporal Inconsistency Learning for Deep- fake Video Detection

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.514016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.684268Z digest=sha256:76886d1f586d0b150efcc04001ac429964ead319af1e45c78950b72218b1424a

Observation 3a01dbfc-2876-4887-a7a3-a360383a7338 · outbound

This paper cites Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.366080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.839080Z digest=sha256:e1da0c4e7e1b05ae15c6c8aa3c6111eee4d8c457b49a61ac1655d6d755da4cbd

Observation 61da03c0-183c-44d9-a6d8-7ed1b86fa763 · outbound

This paper cites Detecting Deepfakes with Self-Blended Images.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting Deepfakes with Self-Blended Images

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.175737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:42.987618Z digest=sha256:d411ac7d2cc7294f06d4f74cbbab89541c70382b4901ac563854bb87d649853f

Observation 1ed259a3-bdf9-41dc-b7e8-da3da20a70d3 · outbound

This paper cites Self-supervised Learning of Adversarial Example: Towards Good Generaliza- tions for Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Self-supervised Learning of Adversarial Example: Towards Good Generaliza- tions for Deepfake Detection

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.971253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.130568Z digest=sha256:742df7be161548f93cb446777946777c544f3cb4d882f1f60740d3af8d201dda

Observation 8bde36a4-d155-429d-b0d9-0d6b4f45c654 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Learning Transferable Visual Models From Natural Language Supervision

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.788692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.265700Z digest=sha256:c749cb497ef561f24d3adc889045cb31b70025c8ee19b33941731110b4cf60f1

Observation b9e64375-1e14-41c4-ac2f-79c055f5e0a0 · outbound

This paper cites VideoMAE: Masked Autoencoders are Data- Efficient Learners for Self-Supervised Video Pre- Training.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives VideoMAE: Masked Autoencoders are Data- Efficient Learners for Self-Supervised Video Pre- Training

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.492205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.462367Z digest=sha256:1b6d494fe7f46f8e7c3828aa8a9b067a7ae31047ec225c0fb77c4357130fac1d

Observation dab8eace-5bcb-4c15-a428-b11eb2e29644 · outbound

This paper cites Is Space-Time Attention All You Need for Video Understanding? In ICML, volume 2, page 4, 2021.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Is Space-Time Attention All You Need for Video Understanding? In ICML, volume 2, page 4, 2021

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.212960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.613136Z digest=sha256:d3b7b712a29b2253bf5c2dbaf1f192a5f67b89d927e87e9596799aec4cf24b39

Observation a42e74d0-a2cc-4b36-9b34-47d3daf23f24 · outbound

This paper cites Detecting and Simulating Artifacts in GAN Fake Images.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting and Simulating Artifacts in GAN Fake Images

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.964782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.760963Z digest=sha256:ea639a45129e9582197f9a2349513d76c327221633986d98d12b9358f5b53dfa

Observation d3871f07-530e-4478-a7c1-9e0f10a2db74 · outbound

This paper cites Do GANs Leave Artificial Fingerprints? In Proceedings of the 2019 IEEE Con- ference on Multimedia Information Processing and Retrieval, pages 506–511, 2019.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Do GANs Leave Artificial Fingerprints? In Proceedings of the 2019 IEEE Con- ference on Multimedia Information Processing and Retrieval, pages 506–511, 2019

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.665959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:43.924436Z digest=sha256:3cac8023f6f8d0681307948aa246c3d0803f8cc91a2385f7a8f0c5b6d11ced06

Observation d08abf89-30a1-4c94-a4fe-1ad4bc6e1bf1 · outbound

This paper cites Attribut- ing Fake Images to GANs: Learning and Analyz- ing GAN Fingerprints.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Attribut- ing Fake Images to GANs: Learning and Analyz- ing GAN Fingerprints

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.441294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:44.141066Z digest=sha256:2ca4f049ee06082d4307d6bf1d68f651cc16a1f126319b69e1dfafc20dd831c8

Observation 03bce7b7-3c7f-452f-859c-74b8bbdbcc5f · outbound

This paper cites Watch Your Up-Convolution: CNN Based Genera- tive Deep Neural Networks Are Failing to Repro- duce Spectral Distributions.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Watch Your Up-Convolution: CNN Based Genera- tive Deep Neural Networks Are Failing to Repro- duce Spectral Distributions

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.169684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:44.309912Z digest=sha256:427c82e4bb69d692cea3a025b9d8ef0ac8a89199ba9d28f7fdd4f6c8a16e6d24

Observation aef6293e-cc98-4864-92ce-e8beb0f91fb0 · outbound

This paper cites Proactive Image Manipulation Detec- tion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Proactive Image Manipulation Detec- tion

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.869209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:44.512114Z digest=sha256:e33ecbce6c9b762af54e5c1b818cc5fd9b32a068be06a322ff297ced6a4d22cc

Observation fcfe70ce-09e0-4a35-a6ee-ed0ec52ba666 · outbound

This paper cites Proactive Deepfake Defence via Identity Watermarking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Proactive Deepfake Defence via Identity Watermarking

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.615102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:44.652840Z digest=sha256:1a1fc584b719df93e1b70ce3846122ad8120c261a7bea975280cab0a8bbbfa9b

Observation 63506c1d-df8c-4c05-8378-a05b30de6dbf · outbound

This paper cites FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.406418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:44.825976Z digest=sha256:e844a6de1c5b87b700f0031fb29944eba27a70f7e50f583dcac5e46dce31d4e4

Observation 82d2ac48-ac7e-4694-8203-65b1a7cfd769 · outbound

This paper cites Artificial Fingerprinting for Generative Models: Rooting DeepFake Attribution in Training Data.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Artificial Fingerprinting for Generative Models: Rooting DeepFake Attribution in Training Data

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.247354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.003077Z digest=sha256:7d9f758fd8740ddf6a6f5e2b703fc429a62f27ab571af46a579aa0496e7e51ee

Observation 79eb923f-63fe-46db-a426-1308f7cd1340 · outbound

This paper cites Generative AI and Deepfake Detection in Biometric Systems.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Generative AI and Deepfake Detection in Biometric Systems

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.995691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.145879Z digest=sha256:9f1704a2e2bb72e28d85bdd7ed4cb0c65bb5400a74f5bcd90c4e3ccb81f8e70a

Observation b7b1b4fd-4631-45e8-87ee-cc8c087bd81e · outbound

This paper cites Exposing Deep Fakes Using Inconsistent Head Poses.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Exposing Deep Fakes Using Inconsistent Head Poses

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.741857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.302576Z digest=sha256:07ff9d4cf7a9c14045e65b0e8e42205609cce9567f1ceb04b71360828858e45e

Observation b7b2b4ba-0045-4bf1-9459-130b08ff1de3 · outbound

This paper cites Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.482263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.506670Z digest=sha256:af5bdf27b7d8882bb8c7710a6a3cb487eae6f8207c01f5fdb5bf98731356ed74

Observation 455dcc8d-0433-43e7-9afc-5c6150c717e2 · outbound

This paper cites Preventing DeepFake Attacks on Speaker Authentication by Dynamic Lip Move- ment Analysis.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Preventing DeepFake Attacks on Speaker Authentication by Dynamic Lip Move- ment Analysis

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.210978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.667683Z digest=sha256:f068d8061fead57ec891ccda56cd7a7b7c7449b75abf1bf55a372db80de8d9a9

Observation 7911e23a-9656-454b-9652-67d088bef9e6 · outbound

This paper cites In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.006826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:45.826369Z digest=sha256:48d281534511d77546d988954a6dced3640d1e3cd393ad2ce8b3981252e88e25

Observation 2d11e1ad-1222-444f-890b-6dfeed649253 · outbound

This paper cites Biometric Recognition: Security and Privacy Con- cerns.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Biometric Recognition: Security and Privacy Con- cerns

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.849994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.090514Z digest=sha256:12d39d997a76349924b5d63cb808ff1166fa690dfeccc70482ac5267add44102

Observation a971fc57-d8ca-4265-9754-f2817234e76f · outbound

This paper cites Public Attitudes Towards the Use of Automatic Facial Recognition Technology in Criminal Justice Systems Around the World.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Public Attitudes Towards the Use of Automatic Facial Recognition Technology in Criminal Justice Systems Around the World

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.708056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.260253Z digest=sha256:225a7327b49c03d27a6a8bd6c64b9e4720416fb57d7f49e54d9456d2145c50ef

Observation 7a5e200e-9329-4242-9e71-1baa01b2985a · outbound

This paper cites A First Look into Users’ Percep- tions of Facial Recognition in the Physical World.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A First Look into Users’ Percep- tions of Facial Recognition in the Physical World

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.584202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.452443Z digest=sha256:e9baed9c5b59894712bd84e98c9276be941ea6294e217b94ea628d71dfebef70

Observation 2b5279f3-24dd-44d9-a849-3497a74a24d4 · outbound

This paper cites Political Communication in the Age of Artificial Intelligence: an Overview of Deep- fakes and Their Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Political Communication in the Age of Artificial Intelligence: an Overview of Deep- fakes and Their Implications

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.435537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.602817Z digest=sha256:0102e23d294ef5191ad1f9b309158f525b7101992177370d482d962ede2c8ccd

Observation 137bd5be-00c3-49f2-b838-9e285258127a · outbound

This paper cites Understanding the Impact of AI- Generated Deepfakes on Public Opinion, Political Discourse, and Personal Security in Social Media.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding the Impact of AI- Generated Deepfakes on Public Opinion, Political Discourse, and Personal Security in Social Media

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.274798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.764052Z digest=sha256:7132fee5214b2d42c356d02c2701906e2b6e350b38a9cdbe6852ad85f18671a5

Observation 0adc0910-3d04-46cf-a65e-3833982e1e43 · outbound

This paper cites Understanding and Empowering Intelligence Analysts: User-Centered Design for Deepfake Detection Tools.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding and Empowering Intelligence Analysts: User-Centered Design for Deepfake Detection Tools

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.103078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:46.916530Z digest=sha256:5627c6fde08688d8d3e0621f10c388811f86a690ea1323a5b5dcd455a33aac5a

Observation ef0a657c-059b-4d4e-a6ce-df74fe83d067 · outbound

This paper cites A Repre- sentative Study on Human Detection of Artificially Generated Media across Countries.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Repre- sentative Study on Human Detection of Artificially Generated Media across Countries

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.944273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.277727Z digest=sha256:3379f33f915edbf6de57a7ad32cf11fe35766c1944abc97860e7e84c4f005998

Observation 9d7bc31e-6fa6-4259-aff6-fb1a54fcaf55 · outbound

This paper cites an unresolved cited work.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:54:06.735095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.386568Z digest=sha256:b492ab2f160cfa9881576ea59388e3dd78541a11f5b32445a7a9e4baf48010ec

Observation b5427108-78df-41db-b4a8-adadd17e8cd1 · outbound

This paper cites AI- Synthesized Faces are Indistinguishable from Real Faces and More Trustworthy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AI- Synthesized Faces are Indistinguishable from Real Faces and More Trustworthy

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.451821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.535424Z digest=sha256:2584aee1497ea5a14aa7b16bdd07793dde2e2bff4490e68410b103a54c484b5e

Observation 30d07edf-2f9d-4e00-b92f-566aa4ea2b15 · outbound

This paper cites Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.230406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.682196Z digest=sha256:a44ea7707655903cd2ca7cf1e62f8c40b930abc81c6d336bda635cc0d7a6b687

Observation 2b8ce666-57d2-4132-9fb4-ae07cacef236 · outbound

This paper cites De- termining Authenticity of Video Evidence in the Age of Artificial Intelligence and Deepfakes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives De- termining Authenticity of Video Evidence in the Age of Artificial Intelligence and Deepfakes

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.047044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.838380Z digest=sha256:f9a67a1d60ba1c404c76415689dbe50b3de70a15a281d227794065f0bfdc427c

Observation 49c156b9-879f-4b3e-9fe9-9bc1c6f01cc3 · outbound

This paper cites The Emergence of DeepFake Technology: A Review.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Emergence of DeepFake Technology: A Review

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.885167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:47.983358Z digest=sha256:5e3a3a50bdc412dee769b6f93e761936c4cdc525fb1d85664a34e794961addb8

Observation 3d28fe4a-8ec6-497c-b806-f1da62ea6e90 · outbound

This paper cites Confronting Deepfakes: A Social and Technical Perspective.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Confronting Deepfakes: A Social and Technical Perspective

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.739199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:48.204334Z digest=sha256:d0a35d3a4010bf0b153fd12eadb215714c74e8f6a06bdcc06d14d15e8a184ed3

Observation fec958f3-d039-462e-95b5-e934b37b7144 · outbound

This paper cites How Many Interviews Are Enough? An Experiment with Data Saturation and Variability.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives How Many Interviews Are Enough? An Experiment with Data Saturation and Variability

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.428380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:48.414148Z digest=sha256:0fd51b82147e471c059d6fd3737ae53682a76ca6420de3ec97e8092341dc1172

Observation 5b3f865b-de5b-49e3-978a-eb0294d0fd91 · outbound

This paper cites Snowball Sampling.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Snowball Sampling

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.128532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:48.635213Z digest=sha256:c964ec2f84f8a08095e9a4e8843c162223e7a7ac77de36797c9e38221549e1b0

Observation d16c4fa4-68ed-4be8-bd7f-b3d17d761e4f · outbound

This paper cites VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:48.781882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:48.781882Z digest=sha256:f40e4c75fbf355ed215ac2aa946630aa3552f3fdca07b74a883e687cc5b89229

Observation 87fe5aa7-db0d-4eec-978c-3de92ab455aa · outbound

This paper cites Using Thematic Analysis in Psychology.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Using Thematic Analysis in Psychology

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.771123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:48.952578Z digest=sha256:788e2aa975cd1c2ba76ea8eab9359d22307e811d0178b66ee49e21faf3a33a1c

Observation 60f8e262-926c-4216-bd31-a7fb753f69a1 · outbound

This paper cites Victim-Offender Overlap: The Identity Transformations Experienced by Trafficked Chinese Workers Escaping from Pig-Butchering Scam Syndicate.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Victim-Offender Overlap: The Identity Transformations Experienced by Trafficked Chinese Workers Escaping from Pig-Butchering Scam Syndicate

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.381279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.122435Z digest=sha256:188e7d282d7017c0c781817b19891d74fbce14f1d3c7277254226f307861b873

Observation 5083d6bd-ee53-4564-bd37-cbfd8620fa89 · outbound

This paper cites The Malicious Use of AI- based Deepfake Technology as the New Threat to Psychological Security and Political Stability.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Malicious Use of AI- based Deepfake Technology as the New Threat to Psychological Security and Political Stability

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.008093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.286137Z digest=sha256:a1de4e80373279602db5699146f9c837d671262c5b15e50b044be784eb3f44cd

Observation 80e54c97-0381-422d-add7-946c0e13e9a3 · outbound

This paper cites Privacy by Design: The Seven Foundational Principles.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Privacy by Design: The Seven Foundational Principles

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:03.623042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.428088Z digest=sha256:022a8557ff6939f657970522b6bbb755032278c5cab76c9de7ad01519595c0ab

Observation b45e468c-986e-4628-85ad-5665dc8e6ad2 · outbound

This paper cites Developing and Validating Trust Measures for E-Commerce: An Integrative Typol- ogy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Developing and Validating Trust Measures for E-Commerce: An Integrative Typol- ogy

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:03.259240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.612539Z digest=sha256:239ad4230a4edc39061e9f181e713bde0da809dc9e9ffad0954cdfc3b92f7036

Observation d4df47ec-e394-4294-9f98-701b16f06b95 · outbound

This paper cites Comprehensive Sur- vey: Biometric User Authentication Application, Evaluation, and Discussion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Comprehensive Sur- vey: Biometric User Authentication Application, Evaluation, and Discussion

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.966560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.773927Z digest=sha256:40476751a0d5212fe82dfa2b78b3c981dbe89d4fa7a829fddcb9f538d758406c

Observation c71d339f-ea56-4f17-80b0-962a4b52e39a · outbound

This paper cites Understanding User Perception of Biometric Privacy in the Era of Generative AI.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding User Perception of Biometric Privacy in the Era of Generative AI

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.635008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:49.963537Z digest=sha256:254fcac1e8f5c0193a80cecf41a81d9276b2fe405e7bd89da5c125eb05bf00d9

Observation 5f9215ca-8481-4eca-abce-d7dc71656c80 · outbound

This paper cites How do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives How do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.349877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:50.133914Z digest=sha256:74ad04877b78d37bd5174246aab62425994936090211d606589f9c1053621742

Observation ffe0fe88-9c05-47ad-bf2e-3c5aba0533c2 · outbound

This paper cites Facial Micro-Expressions as a Soft Biometric for Person Recognition.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Facial Micro-Expressions as a Soft Biometric for Person Recognition

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.105801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:50.263525Z digest=sha256:f2739c142bca09aee62ce5a39e4f37a3fc05b977e7e6fc9a2b4f94e75d4dc755

Observation 615e11be-c66c-4ab2-bb3b-3b15d7f74b06 · outbound

This paper cites An End-to-End Review of Gaze Estima- tion and Its Interactive Applications on Handheld Mobile Devices.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives An End-to-End Review of Gaze Estima- tion and Its Interactive Applications on Handheld Mobile Devices

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:01.873535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:53:50.419825Z digest=sha256:f086bab5db6392f4e245b237bcd26c04341be20a1758ed97ba64898905d11de7

Pith citing papers

Observation 624960cd-d8fc-4562-9bdf-7978fbe02622 · inbound

TinyGaze: Lightweight Gaze-Gesture Recognition on Commodity Mobile Devices cites this paper.

TinyGaze: Lightweight Gaze-Gesture Recognition on Commodity Mobile Devices Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:08:04.543454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T22:04:19.877571Z digest=sha256:2739935a7ae4d299d3d19eb4f3f98896f43314f6241e7bacd1d42312a268d9a6

Observation bab44410-2dc8-4c21-85bb-c425047e0e9d · inbound

GazeCode: Recall-Based Verification for Higher-Quality In-the-Wild Mobile Gaze Data Collection cites this paper.

GazeCode: Recall-Based Verification for Higher-Quality In-the-Wild Mobile Gaze Data Collection Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:58:02.960177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T21:56:51.807386Z digest=sha256:2703720a94b8ca31e37d0a3fc6f0e80c7a3db800ff24e82592a3acf4eeb7c903

Observation 04ee0cb0-0684-44be-b989-6e6a214c224c · inbound

GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content cites this paper.

GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:03:03.182206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T22:00:07.566456Z digest=sha256:ab79d1971a87469c7de8ed0aaaecfd39409977daeabacb46be80d3c50f53b5bb

Observation 4552569e-1733-40c3-a0ae-67b2eaa0cb88 · inbound

Factor-Informed Uncertainty Distillation for Gaze Estimation cites this paper.

Factor-Informed Uncertainty Distillation for Gaze Estimation Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T10:56:08.854828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T10:56:08.854828Z digest=sha256:892cd3505e71b637c9168e7e3cf15d75212e0a1425db7292a5684a6fa7bebfb6