Paper Citation Record · LEDGER

Investigating Gender Bias in Touch Biometrics

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2606.11457.

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

pith.paper-citation-record.v1
2606.11457 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T11:11:17.908626Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T11:11:17.908626Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T08:07:45.078587Z

Reference resolution

22 of 22 outbound references displayed

verified exact1
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ce27433-540a-4cd7-a4cf-93d0730cd36f · outbound

This paper cites Investigating Gender Bias in Touch Biometrics.

Investigating Gender Bias in Touch Biometrics Investigating Gender Bias in Touch Biometrics

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T08:07:45.079764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation df7db108-6471-4ab9-bfa9-28999ec6c543 · outbound

This paper cites an unresolved cited work.

Investigating Gender Bias in Touch Biometrics Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c31c24-363b-4da7-9680-b09b8ea95503 · outbound

This paper cites The BBMAS dataset has 117 users, whereas ANTAL contains.

Investigating Gender Bias in Touch Biometrics The BBMAS dataset has 117 users, whereas ANTAL contains

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe1fcdd-ff24-4386-9f07-4e6f0a6087df · outbound

This paper cites Unfortunately, most publicly available touch authentication datasets do not include demographic attributes [10].

Investigating Gender Bias in Touch Biometrics Unfortunately, most publicly available touch authentication datasets do not include demographic attributes [10]

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed41f75-6fe1-482f-88f8-e0ebb4aebd1c · outbound

This paper cites XGBoost achieved authentication accuracies of 92% on the BBMAS dataset and 94% on the ANTAL dataset, compared with 91% and 93%, respectively, for DenseNet.

Investigating Gender Bias in Touch Biometrics XGBoost achieved authentication accuracies of 92% on the BBMAS dataset and 94% on the ANTAL dataset, compared with 91% and 93%, respectively, for DenseNet

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14c7f36-5d3d-4a42-8e8c-6b74e32b9c30 · outbound

This paper cites an unresolved cited work.

Investigating Gender Bias in Touch Biometrics Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118c5d3a-3bc0-40cf-96ce-c60a85df5509 · outbound

This paper cites Agrawal and et al.

Investigating Gender Bias in Touch Biometrics Agrawal and et al

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation facdbb3d-bcf5-4649-91c3-b8dfc859d8fa · outbound

This paper cites Antal and L.

Investigating Gender Bias in Touch Biometrics Antal and L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e80ec1-86ed-4828-9207-e9fb506e54fe · outbound

This paper cites Buolamwini and T.

Investigating Gender Bias in Touch Biometrics Buolamwini and T

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb27c65-2cbb-4b70-aecb-d92c92ec8363 · outbound

This paper cites Chen and C.

Investigating Gender Bias in Touch Biometrics Chen and C

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e432b5c-d34e-46d0-aa2b-282a182dd031 · outbound

This paper cites Deb and M.

Investigating Gender Bias in Touch Biometrics Deb and M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c288bc11-f4d2-4165-9c95-8845e9cf2dc5 · outbound

This paper cites Drozdowski, C.

Investigating Gender Bias in Touch Biometrics Drozdowski, C

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0f2e4c7-8ff0-48ef-830d-6da1958bdda8 · outbound

This paper cites Insights from BB-MAS -- A Large Dataset for Typing, Gait and Swipes of the Same Person on Desktop, Tablet and Phone.

Investigating Gender Bias in Touch Biometrics Insights from BB-MAS -- A Large Dataset for Typing, Gait and Swipes of the Same Person on Desktop, Tablet and Phone

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:07:45.077426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29e64ab6-c7d4-4dc8-b3cc-5463f2967b8a · outbound

This paper cites Frank, R.

Investigating Gender Bias in Touch Biometrics Frank, R

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7e9c45-8da9-4791-a68e-3c50d435d434 · outbound

This paper cites Georgiev, S.

Investigating Gender Bias in Touch Biometrics Georgiev, S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af90442-0156-4607-8e87-6a83b63f7c13 · outbound

This paper cites Georgiev, S.

Investigating Gender Bias in Touch Biometrics Georgiev, S

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a015504-8583-4c57-af51-0bb9541d9a4a · outbound

This paper cites an unresolved cited work.

Investigating Gender Bias in Touch Biometrics Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32535bac-2ba7-4a2f-ad45-255de0cef818 · outbound

This paper cites Kumar, V.

Investigating Gender Bias in Touch Biometrics Kumar, V

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1865db-95d9-404d-b9b5-fabcb549bac2 · outbound

This paper cites an unresolved cited work.

Investigating Gender Bias in Touch Biometrics Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde6791a-1951-47e0-8f4e-38a7258996b8 · outbound

This paper cites an unresolved cited work.

Investigating Gender Bias in Touch Biometrics Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1334049-f400-4c32-8726-bc4b40ba62ee · outbound

This paper cites Serwadda, V.

Investigating Gender Bias in Touch Biometrics Serwadda, V

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35389ed2-e89f-4c23-9253-7b4f97f4c4cc · outbound

This paper cites Zhang, P.

Investigating Gender Bias in Touch Biometrics Zhang, P

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T11:11:17.908626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9ce27433-540a-4cd7-a4cf-93d0730cd36f · inbound