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Paper Citation Record · LEDGER

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection?

As of 18 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2507.16393.

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

pith.paper-citation-record.v1
2507.16393 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:16:26.312857Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9915750-0499-442f-8fd0-056001cdf86b · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.277088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.037498Z digest=sha256:4c9d9e3459674d2cd5348fddb99ee642f6f6238be3e34804bfbf08ae6432c77a

Observation cb0ed582-c9ae-456e-abfd-f679c432a58b · outbound

This paper cites Awais, M.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Awais, M

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.264562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.041862Z digest=sha256:06725dad47d7a2ee493573341a07355a7f7f21e0682bae4daf3d35a3ceecaacc

Observation 5c662ef6-c49e-40c1-8e4c-0a8b6f012995 · outbound

This paper cites Boulkenafet, J.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Boulkenafet, J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.248732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.046274Z digest=sha256:1fef018430ea0da097b222f18d1c3ecdd28cd1ec32089a2e8b603135a557e397

Observation bf73ef13-4677-40a4-8e8f-b97b8ebe7d9d · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.236028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.050593Z digest=sha256:bd395d8976765c421a27d42038f755e76b39270fb3bcf973aeda500dff26a8d4

Observation 8a21cdb6-9fb0-4bb4-baae-210469856a3e · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.223132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.054569Z digest=sha256:59a9f8b34fe2b5dc660106dee20a630ea6f58580443f301f54cd3e49dbce9d04

Observation fba28f42-9311-4127-af31-ba9f7a872944 · outbound

This paper cites Chingovska, A.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Chingovska, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.210421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.058511Z digest=sha256:5722effcc50a4a7248f46bfa5423bd977681a1dd95d07897296a748108ffb95f

Observation d5de1c41-5724-413d-a32f-2b5f2b644633 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.197454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.062924Z digest=sha256:6675ea4cef4366d86ea9166c9898f118b7b1a2d46874fc20fc3b08e2ebaeb9aa

Observation 5d4d5dc5-6207-4021-aff6-88495089cacd · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.184407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.066776Z digest=sha256:17d0d0f687e30e4065746c6e6f9a5df2cf9638567d5593bfee4953ad130dec0e

Observation b87b016b-ceb9-435f-9e05-6783c49205ad · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.171743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.070530Z digest=sha256:694ba0fc878534926852a2bdcf8a263b2538c7599454f0d62f3edd9a47afcf76

Observation 752ba1f6-92b0-454c-ac73-735944bb945b · outbound

This paper cites Unified Physical-Digital Face Attack Detection.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unified Physical-Digital Face Attack Detection

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.074174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.074174Z digest=sha256:f0d6ae0e01f53760a821c81e5abcdcc36c62b3d44544035dc25990e83129abb7

Observation ba6b74e5-3242-45e9-96c8-b148925e407f · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.158467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.078724Z digest=sha256:c09d141e5322db88eb5117730c8aae165eab24c85a1a7e6db1c0ec8dab0c1061

Observation 08741faf-f875-4452-bffb-8a045d9dc2e1 · outbound

This paper cites Fang and N.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Fang and N

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.146191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.082671Z digest=sha256:4a0b4896b6af79e679960f95bd804b211708fda6d979544653a160905a62bc66

Observation 015d3858-2f44-4106-9c2d-7a9605acde0d · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.134030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.086428Z digest=sha256:e7fffb70392e5c60996d4bdddbf65f572d52f7db26d30148762ffe30a3dd175e

Observation c9cf9592-6917-4132-bc39-0eef10db6c35 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.121275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.091015Z digest=sha256:f17d7221dfdbba50e91d81bc8b83db5fcafc07bfdce4385b58fd0435ed473723

Observation ffb69651-abeb-4050-8952-76a30f72226a · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.108581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.094864Z digest=sha256:55d904135ad2c08357a630ae526dd6f54653d9ce5c0354ef0f3ec0804b36e6d8

Observation 25e0b13c-e963-4593-adc2-9f021ae99edc · outbound

This paper cites Galbally, S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Galbally, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.096126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.098538Z digest=sha256:d69decc328d3b3a5fc60b6f76a8ce22489f1276dc9482295ce24c8e5d28a9f7b

Observation 5686ae1c-9dfc-4e34-8b41-538c308aa449 · outbound

This paper cites George, C.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? George, C

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.083173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.102250Z digest=sha256:64f6d69c06a3a33b6feb66791bd7321344f122bf80cbe71dd5c345766a26ed89

Observation a8e66a5a-2dc5-4605-b0ec-6ca4d22cce33 · outbound

This paper cites George and S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? George and S

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.070177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.105880Z digest=sha256:06ee556a3b012470ef99cfb13aaa20aec31a93e6215b001bfa9a845d9dac0049

Observation 0195bfdc-e03a-487a-8b5b-695963a85fee · outbound

This paper cites George and S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? George and S

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.057109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.109827Z digest=sha256:7b4931f4214e7dc3b956e86ad2910ff7c9011e8854577d023de91ead3483afa7

Observation 7abb307f-d078-4f33-be19-6a3f4e49920f · outbound

This paper cites Gonzalez-Soler, M.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Gonzalez-Soler, M

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:27.045162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.113657Z digest=sha256:c38e6692114c162a9583a4d628815c710f1abebc904eb55e721c85a90b48a3a4

Observation 87188551-9ece-4c6f-9dc9-ac63ab639bda · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.032606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.117239Z digest=sha256:563c368d649d349a0fd0d895670720af4a90e4be79f42d7d7b49cde3e7cb2291

Observation c85d1536-f1db-492e-a6bc-8edce1057bf2 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.020108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.120971Z digest=sha256:2bdc81f2cae7f610a82e315551006e4f0548cfc863adb7232d7cbeaf4c9925ec

Observation ffab1d8f-e5b1-4bc9-be67-f8b6967088f7 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:27.007443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.124605Z digest=sha256:da93501cd591a903382a66153fc595f6b90fca3ff596a42339cb5e3c70f972cd

Observation 7c61f625-45f8-497d-8cef-88227ddc6b3b · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.994785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.128309Z digest=sha256:576fa87b0c017dfd954e5b559ba6bcb17d94fe993dbc8f7e455c0039c6574a6d

Observation fa17b7dd-ee26-43a2-a55e-8a956ed0cc43 · outbound

This paper cites Huang, Z.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Huang, Z

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.981948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.132072Z digest=sha256:49ad23137fba9a5a95fcda794f87f3be40c2e4b9a61deb7be38b7f8667644370

Observation ca035cd6-59f2-4c8d-95d9-2b6a7a30caef · outbound

This paper cites Huang, D.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Huang, D

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.969367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.135752Z digest=sha256:125ff497bcd6da2051c101fefbcf9d8d4201fb2a4d15378bd5fda9c299a18677

Observation 9865d7dc-9e0f-4643-ac42-7865a3c58505 · outbound

This paper cites ISO/IEC 30107-3.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? ISO/IEC 30107-3

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.956706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.139807Z digest=sha256:8711add50c73e38e22c17a71ff6bc4635ef820b0142e7d505a1e9221bd4b689e

Observation 03650654-7cba-4aea-9e21-1a3989f5ae3d · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.944515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.143535Z digest=sha256:3795ab2dd5a6ad6b9bc20ed35be4945a7e828021c23cad3b2239029e7c8bd209

Observation bccc716f-8c9a-4c7c-b308-b59020d4d899 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.932486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.147078Z digest=sha256:a11b9681e1f5bf08b4a7a73468b15adf20a6520458fd0bc08cc4336072728031

Observation b09c1852-e377-4461-b0a1-df1701abd870 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.919774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.150670Z digest=sha256:79de10458ccfeed7828592a12697678a6ba5af61d960007fffba59fa40ea8e94

Observation a672bf64-eb01-4a00-aee5-04b6cd0827cb · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.907052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.154505Z digest=sha256:b4d7cf03ef498a8a0c466fa395b2f640edf4e6c57e2bbb433c8162704e6a9286

Observation 23bcdba3-5e4a-4963-8228-07328c5d9c77 · outbound

This paper cites Kirillov, E.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Kirillov, E

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.894435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.158292Z digest=sha256:2a4a6b29ed53fd0c9d1edafa9b862521de7b6966e2cfb3aefd27a1c38b491a02

Observation a9454ceb-d5af-43b9-9ac2-bca606aba326 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.882063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.162062Z digest=sha256:2190c1849d4eb295d3997dc251de32a633e4368700161468ea2fafeae3fd637c

Observation 7e8ef48f-84cd-46f5-a8b4-b1fbb6597aab · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.869215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.165810Z digest=sha256:aa0eb88af24f6f8fcd9b1fcd4f16b60ba1e809ca586730c18d4ddf7a8349d9ea

Observation f392ed8a-9c5c-46f6-a5a9-e4d15dda31cc · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.857035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.170584Z digest=sha256:aa453371023f4c44694c86cf5d6595517cfae0032730e0663bd4c686ac3afb98

Observation 3678ea03-2b10-4ae9-afb9-e422cf1cd2cc · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.844510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.174315Z digest=sha256:3396a38fd0749064deb960b364ffa047845657a40ecb2067278c34d6d9a5d728

Observation b7b5eb5b-95c7-41b1-be48-5b966456e69d · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.831904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.178139Z digest=sha256:9e8b20ee7aa07594d052212d8ddd93279e55cf372a4613aef28fcb94a630cb62

Observation 124141c2-2369-48c2-bc85-5f06cc1de9a9 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.818722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.181936Z digest=sha256:5f55eca839ffa6b108e01bb82f6c86c5b9aeaf9aff291fca53d6cc87a4c484b9

Observation 6a632809-33f0-456d-b89b-6ffa8d170958 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.806361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.185538Z digest=sha256:33027749d49234b80f3f5b9a22fd51bec0f970f514ec22921ed3f39122f6cc58

Observation 2285be61-8c9a-498a-8d6a-54eb21d4ccd7 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? DINOv2: Learning Robust Visual Features without Supervision

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.189450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.189450Z digest=sha256:487064127930eae711bd44c8273f19ba414f000e1f1667d1122cf0e90a63a244

Observation 7bd550b4-777e-4afa-b534-44866e440351 · outbound

This paper cites FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.193352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.193352Z digest=sha256:2ddb28a4cb374939750280ab55939b4994c05235daa409f9ea74d19ee07b8dc4

Observation e975a4c1-b5e8-4b8b-b21b-1895b692c86c · outbound

This paper cites Parkhi, A.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Parkhi, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.792296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.197386Z digest=sha256:3b4d3c1be5d1276bd28a91332cc3fb16d9c673ec4de97a35197bf3f2edc85794

Observation 488518b8-6c8b-4c1d-9da0-595fb2fa23dc · outbound

This paper cites Pasmino, C.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Pasmino, C

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.778904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.201438Z digest=sha256:7799df9834b22aa77620e40504c68e911a883f7c5d216a0b2044f5a7656e3d3f

Observation 4cb55ba7-6962-495e-b287-e119a84cb5b5 · outbound

This paper cites Paszke, S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Paszke, S

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.765610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.205204Z digest=sha256:8c58eef34ca8cf5ca8abdb0ad8c6f92cab16de29375a27d4e35941272fdf19c9

Observation 1f573808-a526-4335-a82a-3b7a57fa5633 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.752328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.209003Z digest=sha256:36a16b883420ff79901188ff91f54b15548efd0380d8e1097c475bd561e35699

Observation f22e61f1-cb08-439b-8cdd-5283da3dc06c · outbound

This paper cites Pourpanah, M.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Pourpanah, M

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.739564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.212908Z digest=sha256:dcfc81ba3b85d1a69c4e71b90ec2f2ca5ac0d22cd2ab388fee32b7e3107269b1

Observation 3116f8a6-f707-427d-bc6b-0d240a106b19 · outbound

This paper cites Radford, J.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Radford, J

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.726596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.216824Z digest=sha256:61d32729dce617f156e38f31b55f1583becd3db1f6430fc169e73d38ccf4c069

Observation 0f1ac244-aaa6-4056-870d-66defba2df96 · outbound

This paper cites Raghavendra and C.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Raghavendra and C

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.713511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.220527Z digest=sha256:00a74dfea50172829b594f56038c9eb4101b18fa99638d7a207ea30215d2b7fe

Observation b8c95c8c-65f2-4156-85f5-d6a028cba1e8 · outbound

This paper cites Raghavendra, S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Raghavendra, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.700946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.224140Z digest=sha256:3c0df1fea008163c78992ef0bbf4f1a25f9ce1e0dc21b8010ccc38dc198f7dc0

Observation 3ccb173f-4ac4-4dfc-80b9-f1a814245cf1 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? SAM 2: Segment Anything in Images and Videos

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.227838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.227838Z digest=sha256:986969531d16f03c411430155a5e836f3ed9d2d86366d313a6c9e9eaedb2db62

Observation 6201099b-d470-48cc-93cf-4d36462d2aa6 · outbound

This paper cites Ross and N.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Ross and N

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.688214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.232186Z digest=sha256:60bb058d284523fefafbdd7a7520b1aa93127c93bd85791646281e55ffaa699a

Observation 4af1ef9f-0054-40ba-af01-53170023009a · outbound

This paper cites Sanghvi, S.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Sanghvi, S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.675219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.236492Z digest=sha256:b570dc69a61aa9887b11bf1c1057c26557a8f6f40758953c759e674119af632b

Observation 0bd80e37-7c16-4311-ab8d-e089e8e23093 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.240156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.240156Z digest=sha256:218507029d904a90f1539fa2e4f5ae233c81d8a5c6a551c53f919633c6b67954

Observation 694a105d-0d0e-40d3-bb48-89a242455b7c · outbound

This paper cites Shaheed, P.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Shaheed, P

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.662683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.244266Z digest=sha256:ee10954d5a88b424a44317fa0d25241d3ff580b142872556c4045ef3be88d89c

Observation 000b831b-1b60-4e45-b64d-fcc11d0d97ce · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.649975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.248111Z digest=sha256:497199736c2e1b9a261a1ad37f4067a34839dc94dcc02701f98bb49089651f28

Observation 59271d37-62f1-4929-8f67-4c438d84167e · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.637726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.252429Z digest=sha256:10af4ddb1a875561cedde6a24ede0cd9f593bf57408206555edf3f9f0a42ec45

Observation 4c6d933f-90fb-4e68-a8a3-0440589ece36 · outbound

This paper cites Shimizu, K.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Shimizu, K

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.624297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.256262Z digest=sha256:3082e21f0cfb3d5697e9d2addc1328ff2e83953f25f1c230c29c2c7f0ffe3012

Observation cd712f4c-20c0-4fdf-8072-d35ce11e10f5 · outbound

This paper cites Tan and Q.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Tan and Q

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.611013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.259923Z digest=sha256:d85a6ed8bd180ab27fb7525c6edc6eba429a4879edcff877e40543c7fba8c8ad

Observation d9d14f0d-010a-4db8-983b-7576f68f8ecd · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.598568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.264158Z digest=sha256:002dabe01dc05ad21aee9e74a398c17242fd301e2ef636c8de5b06b129a19fa2

Observation cf1a64eb-5811-4df8-9dcf-524d412c19ec · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.585608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.268178Z digest=sha256:0f831e07548f5a44af63b7664740713f0c10fd1238bedd1ccc9253a78c0f85c2

Observation cdaa2b5c-9bcc-463b-bbd5-ed7877e7cd9f · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.572789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.271961Z digest=sha256:8fe24b178f6c7b549d41181c6c34d6b94957dd5cf9e1bcd7243562bd9331ebc5

Observation 2a999795-cf33-4622-a75c-94deee0dc346 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.559478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.275923Z digest=sha256:e8d616954f68aa43e43fd2ff6208f52645be9a58ea4508825ecf6dd30a816c81

Observation 37cc7bba-8b29-494d-8815-0a3b5b5665d7 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.545823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.279736Z digest=sha256:2809592c1f7c28899a8b51d38ca95dc80468edbe24c9608926e98c055a5cf2cb

Observation e7a64fc7-c0b6-403a-b382-9fe8fd4651e7 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.531716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.283423Z digest=sha256:b833bd6fc54a95d34ef390b2d08fc80c493d9fc328e7be82c82fd9f669b3c6e0

Observation 485f8011-df79-48da-b0ac-689c7bad354a · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.516573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.286963Z digest=sha256:b6890333cbc2e8065afb6bc78df3bbca1cd8f04b07b0b9eb39542d6711aacc79

Observation 8a6b0b9c-ed2f-48e0-aa2b-ae86a6368ff2 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.503016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.290580Z digest=sha256:8943d07e876a22484809c45c5ed7d8962bf35a4c83219ddaf2318e307466da40

Observation 893625d6-e0e9-41c4-9ab6-4a133deb487b · outbound

This paper cites Learn Convolutional Neural Network for Face Anti-Spoofing.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Learn Convolutional Neural Network for Face Anti-Spoofing

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.294258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.294258Z digest=sha256:0492b38139e5dc6acff415be1cc674c293b515ccc7aa72e118385a26b6ad78a4

Observation b1f22f9d-8a07-4e81-8ed3-3df9c82ec7bb · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.488725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.298008Z digest=sha256:690dd501213ba82efe679725504ebaa14e963c176bc072e2532d2d7ca084b284

Observation d5a52292-005b-4887-80bd-d728d9811c4a · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.474054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.301671Z digest=sha256:2b34428eeb6b6cf5fcf6d9c7c4b61cfce8d26b11c62201810764f41c073e340f

Observation e71134d7-cf23-4f64-bacf-3e692cd3be47 · outbound

This paper cites an unresolved cited work.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:26.460793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.305235Z digest=sha256:7361d1a6ca2e4b1af94616dc9448d83e314b73be176055b940d8a4406a6da4e0

Observation 76f8eda0-a183-4f46-ae94-952a88489316 · outbound

This paper cites Zhang, Z.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Zhang, Z

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:26.308883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:26.308883Z digest=sha256:21a9a14ec440df4d40b96f60102220bbcf3719bcee7fa157104e019e0497a9df

Observation 22538d2a-39e7-4f27-8fa5-d4b213db13fc · outbound

This paper cites Zhang, J.

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection? Zhang, J

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:26.436765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:16:26.312857Z digest=sha256:7ec3da298f7c7f1dcd17dfddccea3a7fa133bb0e01331caefe0f3527439933ab

Pith citing papers

No inbound Pith citation observations are available.