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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.037498Z digest=sha256:04101457ba89dda3f3c9ba8df6f0166440675dacb52554cdded5743ba22f298f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.041862Z digest=sha256:8374c27d2d67a2badc561ab5017c06510384424e763cc3e5f3535ce44acf3ef9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.046274Z digest=sha256:3c6449ceca1c054243e889e809e985709c045894c135cac7589e0f1270b8d8a2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.050593Z digest=sha256:1681e731d1a22797c938e69eac23114d4e9560a9fb0d03bb81a4ebf453e144f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.054569Z digest=sha256:009ed1aa0bd8ff4b79a61f6b4e0d7e2040aeb7870ac07c52c05c13a46fbe68e6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.058511Z digest=sha256:ba0a2fcb7da958167032c9fc2fedf477f8bec5ed60536ba8aad29fbb21677299

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.062924Z digest=sha256:e7056aa73f61aed8cf5eb327d8a152b76165964926d49a3ce633d5ba462724f9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.066776Z digest=sha256:35d645fba2801ca4c1d0886224b30827c347569cc80da245f6808ec8c59c1446

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.070530Z digest=sha256:5e44d936e57a92387820c13a2f9e44374fd18cbb9c36933bda4d4fea925ef5be

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.078724Z digest=sha256:9557d945ffdec560acbe27b6947af299894fb757f2653a458b315168a4cf4f8a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.082671Z digest=sha256:af33180da5c440fe26b6007e722a0512812c1495648a2d34708db85341877916

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.086428Z digest=sha256:a96dfc5393f3c02ba2f6585ced58065ce7a65a264f1c131a76725fb7baa6a998

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.091015Z digest=sha256:9b2aac1586e937b597aef57d930d739deeefb4494c85cb08b570b1efe788cdf7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.094864Z digest=sha256:dd1e11186708d08578dbeaa37b0b40a9414c8f605e4994bfab001f64f59970a0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.098538Z digest=sha256:5117f76ca237df7e12b4846b26bc31bfe33849b897381305053939c3a78031d3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.102250Z digest=sha256:2edb83f55e9ffe67c036502404c05d12d7ca976f78560a3ede0ac04fa0f0b115

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.105880Z digest=sha256:d2fbe35c2e9098ec39cd6deec597444370ab6431ffa4c064af2283481ccc69b8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.109827Z digest=sha256:db0a92d5c0eec074f90a7de6adbd845915c9943293c85e33a6defbb4c94a52ab

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.113657Z digest=sha256:d4921387b153c22cdc07156c72c442826bc24efe2fbf20f0a5d5e02245bef188

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.117239Z digest=sha256:2f7c78d124d1b3d388d5f2cb8647ea28bfe5fd6442c6efeda988ab17da5e08ea

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.120971Z digest=sha256:02022709fd466590ce094da10d2c7e04a5e6813f05f2c677471e911a6bcdc0bc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.124605Z digest=sha256:7ceac00cb257fbf33ae0e0a3db02806c56909a1b19c7cc80ff154b181ab1d4a6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.128309Z digest=sha256:cd7c01d26f1402b8786c3f6d0583ccaa4a4b5e7017a428ba0471d5f4e720433d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.132072Z digest=sha256:ad46fe8c3fd82d324f551a05048361a6808b479ac2e99371c24522f8f5c91438

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.135752Z digest=sha256:b680c7c94a17604112423904923ebffdd61902786b1ad4841a785a14bc19d5fe

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.139807Z digest=sha256:c4e45caf7d99fd0c58dfd135887fed63c5d17143c1bd525c88d25c610913bd2d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.143535Z digest=sha256:99dcd2cbf7e01272dc5d27d1ff82dd77fcf9b211cf6db47bdb65905bcfa1e57c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.147078Z digest=sha256:199d98f90a9bf41897692d342cd3b1fab27bf04f42d569d629ae11f6136a9a4a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.150670Z digest=sha256:d273dd278290d67ed2c38a4d149787f54bdb66cfb188bf486aa594407318c252

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.154505Z digest=sha256:e7331fe769bd912cffccec034add15870a2bdf222e38bad9bce7aac36227cfa9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.158292Z digest=sha256:73544643c224b45de6b8544e7b6ee9adcaf0b165b0af3333e5caf0706edef249

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.162062Z digest=sha256:35a26087585f556d84b7a2bd0b12611a1321a800c1cebe20b7c7a93b39f659e7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.165810Z digest=sha256:7e46387332c33551e709d0d50be5fff8a94241a87c0e4b6ead5fc285105bac7c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.170584Z digest=sha256:6b7ba65d50be84913f64f250091f7a6db99958eec27b94ff71a0caffcfd048d4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.174315Z digest=sha256:01a426758eed32500fb1ae6bde264913c3209da17b92e7316d167632a641c521

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.178139Z digest=sha256:cb855610724c811c42081ed6a67fdfccae4f4f2f9e889857e54e26d36ce53e51

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.181936Z digest=sha256:4f6770b037eb537ad63be0175121d11dd1c2f39113aa530847f6b8b295dfea03

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.185538Z digest=sha256:98ed0231233aef610eefbf2abfbbb598f0c40c2d8f881f62f40ff35a54605d5a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.197386Z digest=sha256:d1a1d898b6dcbc8acf6acab64a0ca478bfa2435eb4a20b865a86b10e0e6521a8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.201438Z digest=sha256:7d844ea7fabe24f7f4cf05ab80e2fbcc0fa514b3674da455b9ccd5e0d45ff9b6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.205204Z digest=sha256:265dffe091ac8ae0c142ac7b1821e4c3a25af8784a4620a379828110066402d7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.209003Z digest=sha256:d54ab978f8248f52fd27de7435bff2558506a152ecaa47805253b57e54ca84f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.212908Z digest=sha256:752006e7daea1e1d74f7421bd3b403dc4e27674d3dc18154e68dac4d38c4f6cb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.216824Z digest=sha256:4f6c10be256154fb5299d0242e09d412fe2b391a436bc14dcb4b18e4af05e134

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.220527Z digest=sha256:7de2af4babbf6b430d8bdb9a88d06eb459dd3d08dbf8e7f54713b0b53ef34b51

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.224140Z digest=sha256:4cae77646befba5f1c76416042cdac38859e8abe37855a3c06b3b72bd17d17b9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.232186Z digest=sha256:810307ed88187691a3fae7bf544092a30587ab9cedc7680c3ece73210b47b0d9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.236492Z digest=sha256:3d35f9a1597cf81814c3c1ee7d9ee935d9d37e725a4dd878154df372e88d38de

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.244266Z digest=sha256:1c5fcaaef963216849feb5f7fe8f5068e2dd647f4939dabcd4502cf037af4665

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.248111Z digest=sha256:de9742b94cf2f265885f2fe335dd4633f79f4146c2083cef4a0df5be7cad20a4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.252429Z digest=sha256:6124fb7357cc089facf0a50d36c7ffbeaac3cf9904a76ff5b3b488cfe327c574

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.256262Z digest=sha256:cd4d6e80c6d7f4920d783348ceb4d8da20d55d67eec8fe283d001bd2a3ae60a4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.259923Z digest=sha256:e87b5c5c6dd499850e6baafb1ec76e79d4d5313dc76b5ea8a1a1839307366248

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.264158Z digest=sha256:3b090d6fea31517b08e842b5317038ef973b358c518aa32e77b2f98624525595

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.268178Z digest=sha256:d7ac36964d986fbd7548502e776aabfe2f824c64736d1783195a06d0c2ea80ee

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.271961Z digest=sha256:1619f239fcdc77efc3a9615ba2415cfd7cef9a554d185d4b771ab37b49a657e9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.275923Z digest=sha256:b27a14a9dc9c213a90b2f69d9e9fbeade209655e0e93fb03136953a248cf4fa1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.279736Z digest=sha256:1016b48876caa560aa4ec856437a59e1fc361494a4f6c6874371abd4e1a7e9d0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.283423Z digest=sha256:8b9bef4c942e11069c268e9f376e0f56df44158d2abfe80b0e4eae7a5780f4dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.286963Z digest=sha256:f5434189146cc0ef79efd0ad886012841e9c5e6169947e31a7ebe067b92199a8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.290580Z digest=sha256:14cc58620cf5d5cab25618c9d4a427c44220b163e7d105c632b8a31edc486607

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.298008Z digest=sha256:bf92a9b5f93b5a63934682b96c8d6edae519795b5a9f87074759d69a3d60859b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.301671Z digest=sha256:a33716406b68094a4e9e348921b6090977dc0597a686648b29ed4037179e5255

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.305235Z digest=sha256:c6c78c1c4a343623ea34ee7d25ca83f82f263c624044085e61b9aa151b157494

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T15:16:26.312857Z digest=sha256:4d4b825a127a2cbf529c02739d6eba8358967678f9145b5fc33bd576023e29ac

Pith citing papers

No inbound Pith citation observations are available.