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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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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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:e46c071d00b178a2fa083f61fd63025ad849fcce0d6e464c2fb37d5391e69ef4

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=sha256:3a6896d1e48a9eabc7db324360dd259bb4623b71bba9ed52b02a673eb0f16c0d

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=sha256:513ca37e329af32f3a1dc32d62c4c27aba568ff087bc36eb793614d105765f8b

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=sha256:5fe3d4fe8dfba0573cec2a2daa0e2eadc21d69ebc90b8ef1d9600402f5396d75

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=sha256:9ff3808ff38a1931ae1a4b6643c8d2be654cc94b1be807224ccf5f112bc224d9

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=sha256:96a3c84d19189adf057d7185d050101bb4ba8f2e7fd0a9a73a7c4717dd965f96

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=sha256:12fa6e7e79758255a5abd78a507eead1a2ebca1623a0ba7e4b278e0274fdb352

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:e1d6b3923d563693b0d4777d4e95ddeb5c6845d196fa44f2d013cc2192b180a6

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:c779403022e8d654cd080194afdb453f45ef7c872a7b3b1ca541df2f0ce5fcbb

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=sha256:773145edac9156bbb1ca0cf54b8ae4d17851ee1fa0f1a800818d33c6efb557a8

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:d33552c7921617533791a0e5865c3984cfe8d08e881376e0b0e0b8b4c99f66b2

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=sha256:7b74b6962bc9d2c243eec1ec2a74c2683de09643cd7482a4c9439d710de6e008

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=sha256:4c6fc1afba12e32d57b2bcc39607dad15f300ed251ace25c5bd792ddcb0236f2

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:bd8ecf71c7ddd5dbfb61f119074d96e6bd9d860f1334adeff8875b663cbee910

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=sha256:65a9dd557bd4df23f4975c0a424dc5d7110ce0d2982bdb750f0917ca12ebc6b9

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=sha256:4a6ef5a7e20957471e90a5008546173928afadabd947d46406dc188910f61748

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:c5b0a8e87f39a21404284fef2a82dafb570df3c1339262d3daf5bf1c7d18fe32

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=sha256:09100909b51ef6447e1b95025365869e9e8ae69e5ecc67fc5bcb98e1afacc0ea

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=sha256:994deef9380150fd9e7d6f08e92d203907bfb397e7ae31e97ad6ba11abd9e0cf

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:eb6e9d7e34bb39c2c67c0eed41de14974097f19f4754f1eef0aed5dc39ba3629

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=sha256:1d09dc0f8e738baaf86c2138ebef5b6d66c2d856d1beb70477775be951edfd1e

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:f73f334650f7f6d26729205b3c9948da75f8e514dc35e57c74ffd0b3ae400d1d

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:cd01c4ea317eee807030aac030c6b4b6edb5da108cefbfb2ac2556be421dad43

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=sha256:4c5f6375819410c91a9ca3f5a44cd2d34e2f10098d809084f363063b62d1e963

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=sha256:9f90d7a3da6407a7ef5a0a7ce0c43584504f31447d57f128bd14b322b231486b

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:acf94eeefef988020eaa5dae2dd917d651ea11bd4c9953b67e71254486ffadd1

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=sha256:6bce9cd0739c2315d0ddfba2a59c81346c67009908d772eccab142e44c4b6f0f

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=sha256:9b7da306c6fb76704ea28625af1efc5598f595fefbf1d6dd5146a43e73a73d7c

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:c32c19875b11f605017b7cabdf5b4ce67ab0ace854d0a356b8a714dde3484c7c

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=sha256:813e909c9b3c30701961d7643f1e8340fa1d6da46e389e1211ad4e49e386c703

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=sha256:99c7c53c201ec07a3f81ecc79f6ed2d1ef77d1fb152af66c0835fcaee14a199d

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=sha256:70e6057a08e47d4fb1459f2a9411d19d84d5027bd7996f74531b425c1daa584c

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:fdabc57011ee1ea2418c29a869563e68e6de6fd9d69637f0eb229e673a57043d

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.519449Z digest=sha256:29daf7d45a167f4cb876316bade4e30a313f272b673cb11dd52120bfdd0d031a

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.656806Z digest=sha256:d2dc7964681884609e0e6e6a5e3398882437e2610e8dceae7859c07971efc858

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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no resolver link, observed 2026-08-07T05:53:39.932611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.932611Z digest=sha256:fd28d67e5debf0fee08e329674cdd26067bffa91059fc51d1c1a8fb5a2218c68

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=sha256:2014b2f3f5543f10ed287137f82c83892dcbd095cae3ae98b9662dd9ef8e9a31

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:e51a16a747c7206f99b93e5ac37369991fbb1f215f846ba1bee8e01e02b4efbf

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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unresolved
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:e7f7133baf9c2f0301bd4dbd05098e7213573b4b9406dd1e29f0cec4a680162c

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=sha256:72d6540a46adb3c30b508a1056b70200bee32180c826ca16da1ee03e57ebcbf6

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:ca949fd2196aa0d76d525f42af1df3a8d6cb4cc4d62e8f75ae1308134835ca13

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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unresolved
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=sha256:1e292ef8c0e7608cbe46e343ff07499d34dfdbe32b258f99ab5867bb410167c6

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:a3143e85f57c98bdc258568830f553c697a7566ca9ddaf4a83ac145d7b6e1d50

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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unresolved
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=sha256:1ccc4a51146b04a21a8f880091232538cfc83762d687f847de7f5274d8fb30ef

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:ec5ad18db90332184b3180bf4d18bf5c2fd4d3e0ce84f5efcc47f9bba9f1ce88

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=sha256:0435a9ad02fec975225c095761f2629f64b0f8603260ddd2fd8ba8afc566a0ce

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:41.906918Z digest=sha256:bfde093c55081e8a3738d6379e52fd8f695eb118acc63a390e2add5415da5e58

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.129582Z digest=sha256:51a8d0669f1c7c3c99f519c5ae34e849f45b36f6926f4b6dcc8c78e5ab35bec7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.314052Z digest=sha256:cefe4667a87169838b37f539dbc984e14f469189ffe19bf5be9d775c9ef68ba9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.480711Z digest=sha256:f1dd7e5f9a6d393ac067065079f925eb1a1746a134ddca8619906e9ac6cdafcc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.684268Z digest=sha256:11bdec0f633e1054811e7abed8cd1c5ad387399a908fcdcdc72d6eb6352de586

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.839080Z digest=sha256:6ad30a9e123d8d5cdcff2f41797a22984bea43a6ca219b4e5e8860120c20964e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:42.987618Z digest=sha256:74db98ad2a359e09ea3cdf7502dbf731c6e72180c5bdcf29a723882010c3b1f5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.130568Z digest=sha256:7c7f116183dc57cf3137053ec5130467f088e5d25ee2c789ccc74d2d10142028

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.265700Z digest=sha256:2f7ad236a857328941c28c0d59a5d144f02101c2bd93a6027fb8a5d80ad56745

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.462367Z digest=sha256:7a3af5409f0a1175f1e494d02c33a6014dd4ddb64f65107b852125ef2033c006

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.613136Z digest=sha256:785e417717fcc8a264029e3cc0b05abbf3c47e5c0a732c2c8ca528ed1591d119

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.760963Z digest=sha256:e9b22c7fa2bbe16c57ffafc5bc7d6d9713d2d4fbab5d3f6117ebb9e72fa620a3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:43.924436Z digest=sha256:941f251bb338b7174a6b5a026bf911133cfb94e884a67d7a362099f232ce5708

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:44.141066Z digest=sha256:04dc9c9b420b9c56fb3528684e1a144acbad9e25fef09fb13782e255ab69a2d0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:44.309912Z digest=sha256:3f517ca830cd40d05cac8fc29028bd33ecd6b4573986e2a10cf05e85d19d2c07

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:44.512114Z digest=sha256:0c950f158d8708c42e4bb3ca95d8bf781e1d2f2f364f681f48179c8a5d911f84

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:44.652840Z digest=sha256:8e89cab0e31ae4a0b2a5ca2230350d65ccdcc7cf4b056501712cff25f2385b9f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:44.825976Z digest=sha256:5a024e1be5b681c620320aa2db6369bbefd73ecd0628298d35c43570825a6ebc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.003077Z digest=sha256:60e82be55797170ec4034e89c1d1a4f66313e2a61ba6335478c18454c99b8b1b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.145879Z digest=sha256:312c8519fccccbed1f7e3502b7f5d56fb5c153ecf486d78e22f94bded0f33477

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.302576Z digest=sha256:f18a9b29b36ca5bd452899bee35caf1fe738224d8680ab46f8b7a4aabc794ca1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.506670Z digest=sha256:9b76e2f2530dd935fdd11abf7c2dbd756c0be13c202a16737a1c0c59e9fb25fb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.667683Z digest=sha256:76d333ebeb68b473ef3ecb98814fd83e2ed763c353ddd1c66f791cce53ea5f1f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:45.826369Z digest=sha256:a8ae1ae697364b47c9665b0398384890369a398e873c7d6ecbf232461fbeafc3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.090514Z digest=sha256:fd11db43e3277b648ca57cb57756f1eda7e7667c1c872f2ed24ad09b3853b69f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.260253Z digest=sha256:2663448d1ce4adafd1a39e7e5c271efc35fb8875a49ddc52a2de3787f3cde552

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.452443Z digest=sha256:2ad0150b96beb909df0c603b49652b2ddf7a0b1c27cdd47c4eb7a88f7de4bfca

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.602817Z digest=sha256:8ac8380fcdfa1f8dd75f59e2150898e433b5aae521201c0cb0973243af7eba57

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.764052Z digest=sha256:b38892ad1fe2068f4f94d36e1bfbee2d8d2d7f1640d3cb3829f7108e1c1dd4bb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:46.916530Z digest=sha256:76ef442b387658f4502eff6a444458de0cb97803806afb3c0a7ae62480a21c28

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.277727Z digest=sha256:5469e460cd333d0c581d893be63412a44ad97efc5007e3d2f6b2dd1fe520c16f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.386568Z digest=sha256:eb73e9b90e6a0c47441618d9ede7df9422d0d2b91ca34531d9c91029b01eaf3a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.535424Z digest=sha256:8fd47e64c505acac29d3529c982fa403f6f9c312bde65200cddff99b65097b27

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.682196Z digest=sha256:37a27a677eaa0595715ea1f947cb432d84ee2f9a36cad7fc1e6d32f77d1084c3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.838380Z digest=sha256:66641dc51665bc1a09fbb4a4095e92e977cdeec4814ad0653326eb917ed6b208

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:47.983358Z digest=sha256:10576b44b3ea02611195aa59838efba0aa012a5fd427888b3a65d43555211a92

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:48.204334Z digest=sha256:23780bb8b5ba55544152eb02948471cc05399785fa98de7e6614d7bc4a6db642

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:48.414148Z digest=sha256:b12b1079b5285baebc0bc2dde785e4178c117d6854504e36d37abd2471cc28ef

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:48.635213Z digest=sha256:8712d313765f047d0d3aae9198e66a19a34992c14091e86562d5b0c32cd28a9f

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=sha256:3973a8611de4eddb0362ec88e9d900acb6b49b33a30ef909cd560ecb40d5ffe6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:48.952578Z digest=sha256:9312aef09e9f3657f16eb47039c32533b5f42f2f30effc8443e649aa4bc5f6bb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.122435Z digest=sha256:6aaef65abebcd1938e1d5296841d481b80c71bad5bfcae52b322f27477c85a51

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.286137Z digest=sha256:de368f8acdf4959a26309ef05f5686c150b31c30bba53510677b6cfef117c550

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.428088Z digest=sha256:759356ba101ee7c30770fd033ecf0698a46066fe294355bc33c50923d4a2480f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.612539Z digest=sha256:5efbb6ebc38ebfb7a9181ca79fda86f9bb2ddd41a10a5740db920ad8565202fc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.773927Z digest=sha256:3e0d551ecbdabefb420326d508c85fc802c17236ba9ecfbbe5fee2593db50849

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:49.963537Z digest=sha256:bb6f9c170fc7f0131790573e0171431fa42bf0da837d11ec539ef9ddf8064539

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:50.133914Z digest=sha256:ea10e9ba1863af7da2291ee49b2a0b09e45d00768d46fb59478c323b2f8ac761

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:50.263525Z digest=sha256:b0c47313585d9052758da22117007a84b0eb6022b0f89ff85935b4bdf4cb3483

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T05:53:50.419825Z digest=sha256:15484011a231a4b2ff5bf9c280635af298b71f2dba897f5648a3ae081bb3dba9

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-14T22:04:19.877571Z digest=sha256:524782168779e0f6af4d939f26f668d55603f3c6ecc459af096890a8fd9dbf67

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-14T21:56:51.807386Z digest=sha256:d83f70b15ad0c7e007631df176e2dcb8410bc46db9000e25d10ad8a05a07cd61

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-14T22:00:07.566456Z digest=sha256:99ed350371f82a11f43ffa247d7422ace8bf599e40ea7e799bbfe499b06c9335

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=sha256:4d802d15b7a1c02fc4f1864a2dbc431166df58b24e26255fd5e5e2830570e04d