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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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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source=pdf_text observed=2026-08-07T05:53:35.469731Z digest=sha256:1cb6e9242f2a90d35e187dbf470b3df3e20f00ab434d47a6e7daea568b0f34d3

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:c48396d77386dcb6dfb8878da3f1576881b0e7e80897f12f08296db69b066b3e

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=sha256:4fe1a2e7b2e310ad0993d393d1577b0de1a189726f80ad5bbf72e9be85312885

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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source=pdf_text observed=2026-08-07T05:53:35.967747Z digest=sha256:9ebb5635eb90a216e543634b71d9d6b45a85e5ce25237a08038ae2089ec3839b

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:ea134b6c63fbf121404241b0aeaeb53bdca1a2d9a017a6634361b97a6ee189bf

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=sha256:567736da73f67e0aeb52b18adfd74670bcad17a32189a5996299904242419f3d

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=sha256:9c8f846bfa5db3b50fc6e63c3d14aed5921d55bfda79a2f470925a2154039ecc

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=sha256:27de51b4236fca70935b135222acfde849a66120b4700be37300de4229593978

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=sha256:670938ed7936e7a272f3447d4ef393239da1a4eacefec4886f9516572eb0202d

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=sha256:133be846ff4bb2420d44ccf806e3d1206da0553540ae1bb33606a7c915629cd7

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=sha256:8e45970dd67809c39ba5deae0776c6ed46178ff16e34b48ad46b0ffd96a2c0de

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=sha256:3ba97b1789e9afc6e16831889f422ff3967384f7c8917c7dd5bd1655913622a0

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=sha256:93a81962983769c43f69dc16db0280b3cb00b48598fa9ffceb4f19cfd984032c

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=sha256:534a8c2c9e04d8fee1ab3d9ad063818b727c3b0599e9dd41781fe5129746feeb

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=sha256:393f23e0213a7263816bf9999aaff02805df3c3226b2d9f6e7ce5a71fe2645c6

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=sha256:2fd57368ce4924ee27c439092ee5aadcd9ae4ed9815bd7f1bb51aa300d5e8f55

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=sha256:267ed88fea8f1b404aa0ef35e1dfb20be160c2e8cb830bddcf504ad1efb0d516

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=sha256:7ed445ed636048dbdb9278cf66448d4a149fe5712e09fd31cc70c5f7031ee44f

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=sha256:8a59e7114fb973ee1061fc7f38ed96f2eb83065a61094f881637d689e4706a5e

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=sha256:2f9b5ac685661306f00f59e4b9b691259c9e7686ba0902ba2a37c9178c262048

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:e5bd795180725ab35823b28823235493030d39e3938967a25aebb9694840953b

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=sha256:043272871cbfeca83c58961593ebb5d247878614bf81cdf2758d497f6ecc1117

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=sha256:8c46c9a8cddc48965e69fc2cff379e8aa18398f7b81ba2edc7085f5ba2829e53

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:c7ca49f44fdd68e57b04236be649b2da52edc2ef8ac8adc6aae0a540a99cec30

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:da3c046f1893bd96cd19d29470806deb44c151d527fe4dec4fcb8ae3fb429a19

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:c821af20966a60cc987e4fc5c073c7933d05f472b06aed8634e1640418ee5f6d

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=sha256:75134faa063c4b65cbd23f5edd00145f088965711ceab562d2a81622808b6533

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=sha256:4121934257227adcbb51f298c18cac39ad0e6a0974b186908a06f6651a0cfde0

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=sha256:0779e06c81e28435be274be030cc303f8ff0972fc5e1726dc496c342cfbba8a6

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:e82a5d16de3426e984da8943fa9af4a0a10b8594e698013b56da25cf66524ae1

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=sha256:80fbe6baf4065f1471fffa3d128560f1a4485f516efe5c0fbe363e212b1e91ce

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=sha256:245230e413431077694f9dcd261bf5057f0e0aaefc185c02fa340c3125f36229

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=sha256:49a89f53429d389ff0a00ade80a502925a73ef54385772eaadc1b45735bb0ed0

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:d52ed9b6eb7cddf8a8e03e5bec7afadd6409c7d4164c5e4384ca7fe8bf75d368

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.320275Z digest=sha256:7d52320711b3bd7aab99e7e05bd9cddcabf682dbd2cb00bc4da6b7c5c17fe76d

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=pdf_text observed=2026-08-07T05:53:39.519449Z digest=sha256:ee485de076b2a7e5d5a15271097ccdcbdb568bfd5a1fc2d9bab9d7c3d049a2c6

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:dd862025aaa52fd88e28e4af0888d83b7bc8dbfec07dff87592ea114957fc8f8

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=sha256:6cbf1ef59a6e9a2f809c9c2182d86777335ee03b695ac31a4867e6d5f3ae1f4e

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.150468Z digest=sha256:a1ecdb8942332e44d586a1efe11a7ff6ec99c95ed5fcaed7b0464810bfdbf411

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.339342Z digest=sha256:3073e29fced1d9b76cac55e4d0b9b567563bf8a1b4d02f8605866092986a7be6

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=sha256:677ee5f864a5615282c6a412427969d83cb1e695d248335b7c71a64bf9310067

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=sha256:2a15a50d5a03fc43c8dcd6332a4ded403f478543114be9ebd1098c96e6826d65

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=sha256:221c8e2a9bbc79c602011954449db803b42e759272a5d9fb3a9e1b14a7b61b23

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=sha256:5c4080306fba9ce4bb5d2a3acaf0d1f3e9c306cc8e40a8c272366b4d9966fec2

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=sha256:18c37196784eb5f6fb874f8f2774efa9deaad5055bdbc7e2eb8541670e4f7545

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:eaf37a6477a9f00d268cc5b1ada07229918d0ef022150f74f310ae1636a378f9

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=sha256:06f168ca303e18b34b8f000e920a017c1f92a5291ba2b35e23b7fdb49b5defc3

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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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=sha256:8e09ae72291a167a44887a79021c4e61c1516b804dd00767723c69aeb36eb8c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:41.906918Z digest=sha256:4e5f20d3fff65c940b9996a35a298c4bc4adecafef38f22524eb56fae8aaa44b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.129582Z digest=sha256:57e53dc25b08a4a748ba09e60cc49631756a1b0d0aec780b7e7dd575aff21dab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.314052Z digest=sha256:4228804e8e7d0db0e798582ff6eb00b496462d1470527bec51f9d2bf4454ad2d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.480711Z digest=sha256:a719bc884c66e9eba7479e2745d944d8053a775abe538ffb4efdb80574380fbf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.684268Z digest=sha256:215662747040cd4599e325fb4d2be9bfc2af3306481724a9f60483181ea22352

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.839080Z digest=sha256:7a91d7c29b9b536ddbe70b40ca5c8428dcc263466bdc3b61ef391f267d223920

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:42.987618Z digest=sha256:7a39559a7e3b65feecff956bc2e6a4dda04983612f115226dbeb67f56463f090

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.130568Z digest=sha256:585c03053ead573431c63503ecb5c09a60d76a76eb78ccece03ec0f008cf5fe0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.265700Z digest=sha256:a95a6e9fa5737b33c051f79cfeee97d1b7d1cff024f90fe096369578d0e4d7c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.462367Z digest=sha256:cdc8fa86f68ae11c8141658314c3fbe7baf1bf67578e1628be33224ff1c8ee7e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.613136Z digest=sha256:fc0a8f3eb2be8c32613e582ad360639b28173ba913831d5104ddfdc88702e88d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.760963Z digest=sha256:335f0d308b59548e907cd4009c90b589ef4e2baaa505e4bf533e97a8e7bef85e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:43.924436Z digest=sha256:b0e5a02b8a7d5d2a004be59048cf23ac295e97ac0de89f9eaff84e3619ac4dda

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:44.141066Z digest=sha256:1a259b0c853e5fb2bfb45f3e3fb005ecd25d9ce27c08c14f638ccdc252664788

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:44.309912Z digest=sha256:33268f6c5b531f83df8422588ad1722fad899fe198584a7101a242d3aa7164b0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:44.512114Z digest=sha256:b16b44e18494e985feb51d59dfe4bc6a72267b4d788f854322801ad5a404cd93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:44.652840Z digest=sha256:c32bfa619d5b542989e8b49eece6e01c644fc1474d9e48df760cbf74b3f7917e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:44.825976Z digest=sha256:3162c1e2e77dd8dd94dfa51353191823f37cf45c8ddb05c4e4206b89647d3e52

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.003077Z digest=sha256:dffcdc8c647cb63a9d355d09ef91a45c8c74d933645e27f4978709cb155ce3b7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.145879Z digest=sha256:9cb2ee8699e03e466c8d45718ca40b0679935a2d13964e336d4f4369a2184600

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.302576Z digest=sha256:b0b2bf19dea53845719cc6c13119de67ce8409ad3053255e10d6a112313ed5bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.506670Z digest=sha256:7d091488fb6b2f5e0aa6a5de88957139b38ee7af0748335e5bdaa112c1b0834b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.667683Z digest=sha256:ab580767adae77492bff8e398b835198843b3102cee1863c194bd55a54f4b18d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:45.826369Z digest=sha256:ef722bfef30372490ef532a08ff5040fdc1e94eceaf1dec9157ead77855eadea

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.090514Z digest=sha256:d69c53a80e106f3e62751f8acb106592bb690f40ab8b1d8b7a4b944b8e4d6ddf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.260253Z digest=sha256:31551684dc1948336cd1a774478670a183a02110cccf1c573e5bb85de5b5be67

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.452443Z digest=sha256:d5c63dfc432ea2b5d5972339194c9a88cf4c490b852c8b1dec96f3600507adff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.602817Z digest=sha256:25bc3c92ee377076d77633b3cd58ef1d9ea166ab6a9d7956381ff71355706d4e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.764052Z digest=sha256:9ee3e0171627a3d0e36d31d13418a607436c41a0d0e895e5bc02b855c4748f20

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:46.916530Z digest=sha256:074ab0c4c5694c53370f85478fe349512833d1e6f5df8c6586a2ebb4c6d5cdd0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.277727Z digest=sha256:d160228831cd7a9b0347163c5f07a6fac6f6cedec7afd9447f6fadf52c769804

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.386568Z digest=sha256:8ba2712df14646707a678631f9b6892eca4630858a14f67659320838ba69216f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.535424Z digest=sha256:2b3f3a37b6d1eb582cc94eb04df6c457d3bfcf1367651bee9f2aa9178325659a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.682196Z digest=sha256:326b79845de46c0e3c733a475186c779256c870752131f490998c4a357850410

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.838380Z digest=sha256:a41cc6f90e1a46dce0913c1355763a9ac0ef435b8474dabd9281b3f905916fdf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:47.983358Z digest=sha256:b21d597eafb580b35279f4610f05cb00c9d0294c30c098f7014cf238fb930daf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:48.204334Z digest=sha256:203fe51849ed35f9b1988358c567a2c6781178b67b7ea46085fb08b48ddce9f3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:48.414148Z digest=sha256:e784dc3b4fd0c0397970f58367c3ac3b6f52e582c4b960589cc7f2e73ac1e433

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:48.635213Z digest=sha256:fdfac10173f2e02253857dee021f47571eaf57bcc9d2681556c8ab65ca9a4b74

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:d05f85a684793fb3fa9376c73a8e69dfd46a7177b54ded2b80d434ce8310ebb6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:48.952578Z digest=sha256:dab72fc566e59290e54e9087b47d34ba98c535c58bcee54e7702670ca1acfb3f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.122435Z digest=sha256:2f3a93d05acd4696316c7c91d2d94affdb9e6f67c413cbea4f0710dab99f7126

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.286137Z digest=sha256:371aaac6356124be3ff5d7707a24d0d8372a2465061257969fed6573e02b36da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.428088Z digest=sha256:38637eae422549332d79aaada20e4681d7c193cdf1d945a6c1311452cc863d7d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.612539Z digest=sha256:0b2dfbadb95c13b9ae514c34867cefa85bed829e369940e2ace36629bb38b705

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.773927Z digest=sha256:20ed99b59a757330f0f60f3df872b983f56dd37711d016fe537f9fa41dbbb7d2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:49.963537Z digest=sha256:02cace50533c57abaad88c52e81a1dc4f0349d332f94cb214cee9da3196ff214

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:50.133914Z digest=sha256:a1e5fc137b8f49018224c04e607d8e2079f0d5a88edd79dfaaf599107cdd45bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:50.263525Z digest=sha256:730203f98b2b6759bbde5f2e3eaba9b1909198bbc4acd57afeacb569b6234d60

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:53:50.419825Z digest=sha256:21163557fa708915e78a7a8c00a4de68373169264bd29faa9575bad433788e23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T22:04:19.877571Z digest=sha256:7052b1f839094344a543e416e1d1fde1746c392c48fa128b186ad4f3e07a7f37

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T21:56:51.807386Z digest=sha256:912c24b12948775bc71a0fa337e33bc906c2ac52b67fdc156cf7b5f7a039022b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T22:00:07.566456Z digest=sha256:036b8efddcf0841cdf71d659961779eb11cb5492e4bb02414555f0def2983758

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:a2861d8bca9a22db87f52c0cb66e739cde9dc93b0cb8a953c82dba15a0d1d479