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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.037498Z digest=sha256:89f005fa913593e7cd30dd2430e61dc83ec52fcf16db436e2f21b7533eea4c3e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.041862Z digest=sha256:861b55fe209e37bb33823e3b6b299732739c34bea747d62dd908a98504d95378

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.046274Z digest=sha256:f6ad813ed453b03da6be2ca4d3acb6a41c60393f1af1ad335455866ee1f602a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.050593Z digest=sha256:0e57f6eaa4e1ad0dd9332ae1b66f26261511dc56bbf1e54525cde76a7306b0b0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.054569Z digest=sha256:97433d89c7f5e750ae8e60bdb6fe785c5674950078d49c4f37e8547d8e73b3cc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.058511Z digest=sha256:c8d01c62947f3c7c7b539566077d05e47858bd953dd17f3a2fdcd81daac330c0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.062924Z digest=sha256:979ea8686dc3548becc090c707d82ed87038775bd9c7bf7826155010abd3bf0b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.066776Z digest=sha256:34aed8f6c5bd0b6fdbc5e1f2734848299a1d2135097af9a2c7d4a45543b03f39

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.070530Z digest=sha256:c6c1c73f984e7e0c94317b19308f8e464c10d29d218c107c79d6ab89cd33eaca

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=sha256:8bc3d6142a6bc87d7814d511dad9d0b6478abe4daf8e14e3a542fb2cc2d7eef9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.078724Z digest=sha256:8e6ca7b7d6549a6307d3f799edfdf4a882ce36785723f02a8b4970a9403ed6fc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.082671Z digest=sha256:31a62db51ccf73234423a952865830caf0929b8f46a6bb71a57986748646b529

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.086428Z digest=sha256:ad642d0f9f3aedf533ca8960ac179db1f4a3a3bdd674532ce8edcf702d910881

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.091015Z digest=sha256:0e6d5506bd50ea73e2af175638bde6a83d703c0de7ef4f710de3d8809f449f27

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.094864Z digest=sha256:57e9a4a8dd5feb861e7df0391b23223ec4837458964cf5669a4ca4a4287c7970

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.098538Z digest=sha256:3c2f4cc5b2d8bba4fc9ced0493790cbb6dfc8751ef97101f1957f7cbf2fea668

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.102250Z digest=sha256:6a49ec924c3bc9c44f59add728299568f08f5c49b943190668caffbd641ab0da

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.105880Z digest=sha256:e962aefdf8c8e75f8a89cb6649ecdc69ed65191f4057c94f76e261b3aa60e38e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.109827Z digest=sha256:8c02eae6cda8840a14ce601abd43d8b1cd93168a3d0504fd399070ae4b007d3f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.113657Z digest=sha256:89c02831f65d254b3224a679178c175c8057e78281cf0ddd11bb7f16adc415e7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.117239Z digest=sha256:c3f352ae9521cc3c87381005589f48b972e1ddca56282b66705f17904c486eba

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.120971Z digest=sha256:9dfcf7f433ebec3cdb7c86db8c6a0922d2379115cbe58542be9dbe62066350b4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.124605Z digest=sha256:298807656fd002a4949f3eb9bc8876bda87cf3a93b81856ed6e91ce7c3aa5bd9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.128309Z digest=sha256:b553bcd45938be039f9d7a048c45c4cab5815d5387ca0081829edc3ed1ee08d0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.132072Z digest=sha256:1dca86a23ce5abdf1db7ef2fc34df48c1373ac56022568c7a1547924433e2fd3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.135752Z digest=sha256:1f971280cf97ed405c206583c3c1be0f66e1d9da5b0573280a8de2823df422c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.139807Z digest=sha256:828c792476357dc291f52bfa9f8f66603f195d1d0e793a203af28fb402cb3c62

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.143535Z digest=sha256:6e2afc5c2df62f0c9bd9a4c386c95edad06ef2e0cab0f22625ce2b57e0c58d5a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.147078Z digest=sha256:453a6aaa114badf975a3070288af4c18929fda4a371754151d011e352a851c14

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.150670Z digest=sha256:75f10164f32e71ff7db07b51474e330e41b08007290242cf483beb545002a3eb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.154505Z digest=sha256:bf024288ef3a9b5dccd70bc85d692e294b8db3f9616660eb7dcb4a7a56a8f59c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.158292Z digest=sha256:0e99df68c95911400e1ad28aa4b260d994fbc16f8ced87da1d4a3c68786a0152

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.162062Z digest=sha256:abb3a11a552c98326c82f3df57f1831114b87beb898ab062f56a8589357f69ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.165810Z digest=sha256:0921903c45ceb3a9aaabaeede2fa7e9c35e04058aeffa77652a3e4b9ed355ffa

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.170584Z digest=sha256:2616d30fe90f04850a3507104633884d3b4f8f3e45f973a95b55471b1dd8b7cb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.174315Z digest=sha256:f901d307783456915c1c9a2c60956429cdadbc24586cade457dc571e7747d298

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.178139Z digest=sha256:9c972381d242021020e70478176c0393196f738dd4a3d03687f6538535c373ca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.181936Z digest=sha256:3b3b2c2641f95f651c35861be4f899fcd30bb128c869a7ce6cd414baa1f47818

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.185538Z digest=sha256:6f59095c0dcaaf4e6df51ef1b07fa1eaf1021fb3597d9eb6d2b1fcf0512fcdab

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:a853f57074f6dec5a064850d3ac15568676e13a1aebcfc76c04031c4e51243e1

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:cdbf1d8b274bd6bc89ac0d82dc933a6cc51e2278e7844330be067462b072b9b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.197386Z digest=sha256:bd1dff9fb6d33269f1b5d0bc5a57198a0cda73f3dd39a8c9cea2d7767340df2e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.201438Z digest=sha256:54c67d188509d21e68cbc82cc6d9a9ef3e43c8c6fb8a8b98786156bc16cad808

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.205204Z digest=sha256:9602eed7c83b42f3693aac948fa0b73ded9f621ff56fc804b51fa41f70ab1e65

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.209003Z digest=sha256:4bba91940296c3fd879141c6c0401331af0148be5d66507416b2c8a60b77cc03

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.212908Z digest=sha256:8697fbc546db211211ad9b203f81a939c4a9be27e38c926fbc289d937f55f1cf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.216824Z digest=sha256:8daa0741f6a2e8b8c6e4c0b3f64ca1ad1785f9210e484d59189596dc9a37d204

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.220527Z digest=sha256:c3fe5838c85c2f905314d5194a847c95d3e47cefd91d59f0502b3e0d659026dc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.224140Z digest=sha256:6cbf41e83c2eb32e91c344d3f60b2d6ddff430c9180871f02c0a49b3531322ac

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=sha256:007405415e6da780cd14733236c6a6c5fb5a1055657b8e0d32f5c9604a30cbf9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.232186Z digest=sha256:4cfe20afdffd91a9b48378bfb9cfd17fbf4943b9f409feb20e7885e94d322707

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.236492Z digest=sha256:71d391a4bb34e08da9d2fd988f80a867acc064133d8f42847fdbb5be1b3a5e0a

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=sha256:4c6c62bac2818e2babf70094b59b4f5e49f11c12b97a58c4e334d693c240e393

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.244266Z digest=sha256:e4ca308158d1ed6fdb3d2ac54bc8736b11f6a2dc515ac8444633a031a582dffa

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.248111Z digest=sha256:48ef09e5dfae420aaa79668d560527672bbfa8df729575678f02a9ba3216049b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.252429Z digest=sha256:6657efcca464a9659f7e6277e1d6dfa6150dc8da6398844f1f13ee5dc9df9158

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.256262Z digest=sha256:fc7fc6df6ed58bdc24da22bc5dd9a3611fb52545050e30c17c7b23307ac6fb0e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.259923Z digest=sha256:75c5731763ecdbfa7c85e252927c248ed706f99f85ca466b8beb1197205df3ca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.264158Z digest=sha256:dd32434773800f446002a7dab1a3356573d0bfed2d4d2eb56bd5abdbbcc26640

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.268178Z digest=sha256:fdef71d40a7a7c07886c37b739e783ff77489a163f3ef0e8548c3037ce36d34e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.271961Z digest=sha256:ef9d60f4e5965299283640a94d98e18aa7d11f8b50b2c476aa818ff27b8da080

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.275923Z digest=sha256:263d88a4502180daf5057012a94dbd42639873fff3816b98d59543bfb65bc08e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.279736Z digest=sha256:ea630157ed9569a7df786dfd0177863a310f2e29ed09ac25c07e703de0c6d545

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.283423Z digest=sha256:eed2af3ad49525f49c2cb785cc3fa984ee9ec5b57c6a45e59b07a05a6a7b284c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.286963Z digest=sha256:8a788f1fdffe061895cdac7920c97da8b53d09551d1b576452863960936bd00a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.290580Z digest=sha256:d5176ff9dd3152a798dd3d1bd6046dc24909806597e74bcf384db046332f073f

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:fc66112800939b758afcbe06004976f64bacbd82706636c364376dd2c088e1a9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.298008Z digest=sha256:b140ee0ebeb4d501ae22718ef9edd989bbe54b83eec10586c1e32c1bd0797db8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.301671Z digest=sha256:8d7ceef84b62542e256b01fd30cad5876e510eb98e4ceb6b1aa0407d3273e8d7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.305235Z digest=sha256:dd75a54bbc66d0e22cf511f53d43b0c42029e137ffc1bb2637f2ce5dddcdb2f1

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=sha256:4cec6a97e838a0a56ffee8d0839bd52d34cb80660fde8f6385b3d74a2cec6a4a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:16:26.312857Z digest=sha256:06a2311bd65f11ddfba97e9fcb50788622cea6e83ecb3de1415224e2be603640

Pith citing papers

No inbound Pith citation observations are available.