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Paper Citation Record · LEDGER

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

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.037498Z digest=sha256:054852a33eb3c932076b4fbee92d29d71b8b3893f95dd07ee34400e359d8177e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.041862Z digest=sha256:30d93ce8667e37a2ac01878a81e4bd65ddb22442e52c4b12733cd53db4c8efd7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.046274Z digest=sha256:44e6acd059fc4344d663f291e1813cfc16781d9df82bbc68ec2840266dd28d56

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.050593Z digest=sha256:0877e193dc29d7fef4d22dd35104468a959631cf80145795e7f8507043a9e0fb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.054569Z digest=sha256:b5722a65f15d6b99e0dac1c9c565587a0e2c3c92e11108f2433d88c4bc9407f5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.058511Z digest=sha256:1dfae88db1e44478fd3f50ef3495df02b55dbada211add2b980ce3c38a51355d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.062924Z digest=sha256:40711944e5fd22ffb1b0a0f501c40f3b8b37b84e4277965c1d3a5eaef74af495

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.066776Z digest=sha256:f562a13414f300f164c9e9c7a89493e94af8db4834015b6576086044fc2dd94d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.070530Z digest=sha256:c940dc22373da70735a43ae5f60153ff1295aac28cbfefb48eb84e4d6eea03b0

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=sha256:9db031de3997260bdbe0373d0cc9d1240b049c7a91719cd045d394e2e3d7d413

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.078724Z digest=sha256:c273cd2b8c861d10a1fb9e995b421bb7a2501d0073eb41d27682fb1f1c314b4b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.082671Z digest=sha256:80a0345557926e1f51a8b8e6dd46b810bea8286abde3c88556051bbac3a6f4f2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.086428Z digest=sha256:69d35d91e9e176aa229ad56f08d09fee9bb36ec91d11f34d341085a2580fdd7d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.091015Z digest=sha256:2c0a41c55f2ae876fd8c2f3c59c7f0252cb02625a893fbf624a5fc2a36aa2d77

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.094864Z digest=sha256:aeeb173b4def508a4ebfbdab5ae532770ad4c8f9284852a2dc2f36e0c53d5b1b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.098538Z digest=sha256:6c8b5f83b4f56454cd5152fa41f8ad23448baeb3a9cf9826938b0e01aa40c270

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.102250Z digest=sha256:00be2ce91b13a4dad5578abbd3b2bea83f736f7363a81e05ab03dd0bb3244ad5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.105880Z digest=sha256:57c841fdd757726c774db618ba02c73f017f59ee43702289c37d81107cec0f7b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.109827Z digest=sha256:c70225e5f979ab756bb79198d20e73c430fd351f29863e3d864740d16f488c9c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.113657Z digest=sha256:0ffe7dcaa1bd879341b5c5994f39c84046290c97ca28a2b1e3a9100bb5537165

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.117239Z digest=sha256:bd79cbdab448d88d2b0639d1541b91f11411a5db30c1dba4b93d24450577a5de

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.120971Z digest=sha256:49a9b009350ab40ab3b3a9a6824a0217a2700da8c1c2acdcdd83dea9f7dd8866

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.124605Z digest=sha256:b1b9c189397df3d476a9f414928a8075a75da8efc0e9d32e07be3cb00c9c2afa

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.128309Z digest=sha256:804dc4dea7db38f1e73c8888836b2541d6dbe81ad3e9550eb21bac8f5a8e213c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.132072Z digest=sha256:2d95ee2024d11bc7ca69dd1e350ae0a9248fcd06194a60e7154cc06ed8e8ca16

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.135752Z digest=sha256:3306bb3d3cf877f9b4216ba8890858740a87d222a3e7ba22110b7f000a9b820c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.139807Z digest=sha256:4100a3099af9a61570d41eb853de3e212f138e6539237becb642d7714ba6f09f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.143535Z digest=sha256:fab4c092a592272f0f86a9694934adc2d109983fb5ab9edb3accb8a21910fb2b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.147078Z digest=sha256:59f23e13f4c259db4f17a14e4362ad9323f4479b2bbdcb61a48d51ef668e4488

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.150670Z digest=sha256:5747da6d0f2e7c78aba27e9db939d5a0f0c037eb06982b34e3a04aa2000a42a9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.154505Z digest=sha256:5f0adcb1b57f1bfc2141b77370f6172bd73c9e36e01d4631aacb24b9cf88751a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.158292Z digest=sha256:4b12e80f6c50644394ff5d4e6e352370453118dc48bc3388022fd6ea1b51d0b6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.162062Z digest=sha256:c70401fb9cdfd3d65674841a3e0b156b6af7e7e8076fa475cb6d254ef56346a0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.165810Z digest=sha256:4e57628f985192effd430d4aa3a6d4809e5095f1de008e80fb6bb7b1e6459853

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.170584Z digest=sha256:010125851bff7e2f03c63cd62897b796b36dee8394abebd2b28e57c5bb4f4845

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.174315Z digest=sha256:8dc73453b640eab829d0458171b631c6970a3ab3151588fd99888c641b009798

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.178139Z digest=sha256:3ae5d4bcdb08761f9443e75dd0b71391d309f83e0160b2bc34940d426a5b855c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.181936Z digest=sha256:bb79b0a5855903d77deb495763e03504a0417de6390d46fb2041e93e4e1a4482

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.185538Z digest=sha256:95c30d56674ed376bf7134d8c0dd9abbd801b6b1b66f931fc3e6d8261ea97993

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:be2dd81a41c70c4b753675b689d0afb6c9261e7f4c3cf53d3c3968933db70e40

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:b44b1df830ffadccabbbe27a4f15047251bd7d77528be02b7149db563b9d3764

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.197386Z digest=sha256:a6bbedbf0384d57cb7d37dfb93190dce9ae2295b121e1a1a11d49e73230d479b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.201438Z digest=sha256:f3adb91b55e4af6bb35ad47cd0db1cb19f5447788c8786cd0cc7420ab305c8d0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.205204Z digest=sha256:edddb515a536762050fc89ad3a1b6221c7b5cdc6d9cf8e65f623736f92a21533

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.209003Z digest=sha256:9f0646b47b19989f28ec0a8d92959aee19a103968cd08da49cd2cce6d6c8f3a7

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.212908Z digest=sha256:c0ca4f2c52280d8135580885c1febc6d75e612282568b0a2f3bdf4b391c56f4c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.216824Z digest=sha256:7e9a1978f91a76f928db28eb4e64eee8fce70d4c120026da479f96836005100c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.220527Z digest=sha256:59e4d8ad513da93d9e3904b4ff40e0769c174dfe5ad0ce699e8f465670f6a415

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.224140Z digest=sha256:6d2707dbe2f787126c92ebe3688621bd8712e40a6a1bebd4a6774b0708703ebe

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.232186Z digest=sha256:90de2800d4312928016ac2d35cf2b3d67dd74bc8da7eddc7283691ec94fbf55f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.236492Z digest=sha256:26e1a451f4771125ef084a1b0a78b8f32ff4b9cf6c28221349268b28f7c07d74

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.244266Z digest=sha256:26d160992845bcc118348902232e561468b117efe37b214b9bd8d258c52d55d6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.248111Z digest=sha256:dfc17ce2c3135077310f21710543dc3d03c39d871ae368dc0abb977c90b62757

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.252429Z digest=sha256:f8d84db1cfd2b5b3ee7ee3620ec1afcdb2b9e70d556891d4f0e401d39a0297a4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.256262Z digest=sha256:a243efad8e02421b4c7df09bec25c7a5a1c1489e31bcf12ddd89320b10ebb25c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.259923Z digest=sha256:52ce36573fdf20f0b948f68f35c93a37b68ddde2364f626ce470c6bfde6c6669

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.264158Z digest=sha256:055bc6c747c7eaa53b9cfb0ae54baf5da8d165b7b631186f8af81acd9907357d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.268178Z digest=sha256:59ba1acea2ad9d8bfa11bedd6bbecd4bd2ff93354c5da5ccdeac0c2f59b47e69

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.271961Z digest=sha256:ab5f116542c86add9070bfdcaa900f64325f55a498e01602237cdb3f77ac5fc3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.275923Z digest=sha256:0af20dc650682a7a6a14fdb1cdd39e85230380bf47e9bfa41e35bc3322e293e9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.279736Z digest=sha256:c2828810c92c2ccaf5c162d4b0485120d08a923f8f40533a8d40d7c101a2274e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.283423Z digest=sha256:2dfc348ecb20fcaa8eb524d3bfac93208c1a7554796597bd60b94c47e3d966e2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.286963Z digest=sha256:fd4f03237a67c3ecf71684259987b6bbd406a18844dad5eff758effc67a9c889

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.290580Z digest=sha256:eca533878a10a17010fa96aa67f0c11869da27b2cfd4b368f784b03b35b7ea5c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.298008Z digest=sha256:2530a079ffee98dbc47e6a553ab3c07f59bcce32d0cd3654cce055b6dc9287b3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.301671Z digest=sha256:30419af7f9a92c6fbc9639cc91c511a4ca02cfb5d2c52686c946f632a918fe61

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.305235Z digest=sha256:c75a82cf54b360c59254a21322ad5f0ed2cc0b6d95835e2e6b0d4d567d3301ae

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T15:16:26.312857Z digest=sha256:d5f7c285153618294113b33c61a4a1690bce1a6daad1457ea737497f69a8fb5d

Pith citing papers

No inbound Pith citation observations are available.