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Paper Citation Record · LEDGER

Enhancing Phishing Detection in Financial Systems through NLP

As of 22 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2507.04426.

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

pith.paper-citation-record.v1
2507.04426 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:50:51.288587Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

23 of 23 outbound references displayed

  • verified exact8
  • verified fuzzy2
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9eb9f7a-aa86-48db-8de4-5ef52af17570 · outbound

This paper cites Rep., 2014.

Enhancing Phishing Detection in Financial Systems through NLP Rep., 2014

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:50:52.655109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.160619Z digest=sha256:211c8f2790462e46c8a906c340f5faa49e5fa8f3209fbb82ec06cb5a18439b74

Observation 36e1adeb-8cd7-4a26-8df2-0e10b24259d4 · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.452119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.167568Z digest=sha256:2dc52dbfc319533e4553800c4928029a395f46986cb2ea799c9b7ef1d5a34f4e

Observation b2a43bb5-2984-4fa0-9a9b-199c8eb235a7 · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.436278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.174131Z digest=sha256:e8fefef9b11bc6770b8bbd4f47edf102c9e1e4fb215426f478d2ee088bf80302

Observation 2360d57f-867d-4adc-9ec8-4f564d87147b · outbound

This paper cites Megaw and S.

Enhancing Phishing Detection in Financial Systems through NLP Megaw and S

Reference 4

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:52.601749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.179590Z digest=sha256:43b8e7b791bcb14e03b6790545d769ab7de640a107a4d8cb452ba04ef18af20b

Observation 559ee2ed-0949-4d7a-9105-78b7c8f94a68 · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:50:52.638042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.185154Z digest=sha256:9f47971870de71384c6ac0134fbb4330a2cf5123b3a8657b1062012ff1bb91b4

Observation c6882e3a-b531-4a85-82d9-66dce40c4a48 · outbound

This paper cites Skula and M.

Enhancing Phishing Detection in Financial Systems through NLP Skula and M

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:50:51.190222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:51.190222Z digest=sha256:b9615abf2a9a4ea284308b3db8f2de38fc8306e31c3d463e22ccdeacdaf1cbf7

Observation 7e261431-bc02-41a6-9c25-029d4eeead2a · outbound

This paper cites Sharifi and S.

Enhancing Phishing Detection in Financial Systems through NLP Sharifi and S

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:52.441952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.196944Z digest=sha256:4e808b046c40962b740804a660545cb046306856af4de182e3a8a801001e85d1

Observation 3ecfe7b7-b71a-4999-bc65-6542a2cd9abf · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:52.364053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.201822Z digest=sha256:9a6b868563963bb5ba625fdf5ea804cb607336000c8d6f796385b925ccb6b0e4

Observation fb0851e1-7f80-4e70-9dff-db96324e9d4c · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:52.266843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.208147Z digest=sha256:bf1b965277134020779fa5f4375b1df330fcfe2f4ed4b527efe9ff7f9d12494d

Observation e9d46c25-e535-46bd-8b84-779ed9fe940c · outbound

This paper cites Basit, M.

Enhancing Phishing Detection in Financial Systems through NLP Basit, M

Reference 10

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.414084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.213247Z digest=sha256:36d747fbfa2f4bcd35fb23232a9d3cda2f91b03d79121a1661658efbfe234f20

Observation ed9d2c3d-6518-4e76-b597-5932e109c578 · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.397843Z

Source-reported events for the cited work

retraction dated 2025-04-23. Source: crossref record 10.1371/journal.pone.0322065->10.1371/journal.pone.0258361:retraction, observed 2026-07-11T02:54:51.047036+00:00. This notice travels one citation hop only.

retraction . Source: retraction watch record 69702, observed 2026-07-08T21:53:59.066605+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-06T19:50:51.220797Z digest=sha256:e9f72c0ba9c3b17ffe6dc5e12bed5458252d0a998c33a03feab2a32283a97c71

Observation 1b684d85-1f00-4e34-b6e6-2aa49cd7e68c · outbound

This paper cites Khonji, Y.

Enhancing Phishing Detection in Financial Systems through NLP Khonji, Y

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-06T19:50:51.226401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:51.226401Z digest=sha256:b8b65f2d84a80b8243469fd3b98c389fc85cc8e15631b8ca2c3be34f76d7f6cf

Observation 0dcd89b8-1c20-4d02-998f-e2b898563721 · outbound

This paper cites Wei and Y.

Enhancing Phishing Detection in Financial Systems through NLP Wei and Y

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:50:51.232305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:51.232305Z digest=sha256:a624a26f21ddb37be512e5d0eb116c8b005b42156c10b558ac99152a9e4a88d2

Observation fd3c0f9c-6064-438b-b9ce-870c7ca37b76 · outbound

This paper cites Smeuninx, B.

Enhancing Phishing Detection in Financial Systems through NLP Smeuninx, B

Reference 14

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.380588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.238908Z digest=sha256:1333972a9cbffb39962a10c5f8f581fce9e6237a9964ea3372eb83a579ac8c47

Observation 5663fbb7-2dab-4460-bd2b-46a98d9f9446 · outbound

This paper cites Patil, S.

Enhancing Phishing Detection in Financial Systems through NLP Patil, S

Reference 15

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:52.021796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.244648Z digest=sha256:969de1c1bd7104b0c34a0f823e2bc92bc4a620c7638a8fca160dd3cbdcb77dbf

Observation 776b5f02-6c5b-49be-ba25-c7b6221a2a15 · outbound

This paper cites an unresolved cited work.

Enhancing Phishing Detection in Financial Systems through NLP Unresolved cited work

Reference 16

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:50:51.937362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.249389Z digest=sha256:9fabd87f3513c764ca7050b6e24930434ef4a437eed46bbae91b6597cc3f39a9

Observation 50f29fa2-c25e-4719-a0ef-b055955b62a5 · outbound

This paper cites Patil, M.

Enhancing Phishing Detection in Financial Systems through NLP Patil, M

Reference 17

Resolution
verified exact
raw_fallback, observed 2026-08-06T19:50:51.850030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.253863Z digest=sha256:e0aaa572772c9548be9ad4cf2d6a1a2ab0f48d82412b1442f7ebbde789e95719

Observation a0196af2-b81a-42f4-83c9-e25783b5bd90 · outbound

This paper cites Salloum, T.

Enhancing Phishing Detection in Financial Systems through NLP Salloum, T

Reference 18

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:51.766639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.259404Z digest=sha256:8b347b33c1551e9a633ff9291a39be876ee0bcf387bc47d1669ec7a9d8c4fbd4

Observation 304cf991-245e-4049-a29a-1383ed52fd1c · outbound

This paper cites Asiri, Y.

Enhancing Phishing Detection in Financial Systems through NLP Asiri, Y

Reference 19

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T19:50:51.662788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.265129Z digest=sha256:06edf8c7e9d3317ecb856a42689dc87826837bd6946eabd21959c43ebd67de63

Observation 0d89fc14-4f31-44ae-bf45-7d434ee4f1a8 · outbound

This paper cites Zieni, L.

Enhancing Phishing Detection in Financial Systems through NLP Zieni, L

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T19:50:51.271257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:51.271257Z digest=sha256:47334ae9e8e88089d1f13bf93fb251ff715de48d29ad41a4d4bd47bb58b85912

Observation c89fd61a-d91f-4222-9fd1-2c4d18f172b7 · outbound

This paper cites Universal Sentence Encoder.

Enhancing Phishing Detection in Financial Systems through NLP Universal Sentence Encoder

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T19:50:51.277258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:51.277258Z digest=sha256:11afa23836da2a09897c40f4f6d31f74408b5b9e124ee933840f8538d8e4f833

Observation be8b7924-aafe-4391-88ac-51c6ed5bdb5b · outbound

This paper cites Sharma and M.

Enhancing Phishing Detection in Financial Systems through NLP Sharma and M

Reference 22

Resolution
verified exact
doi, observed 2026-08-06T19:50:51.336371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.282598Z digest=sha256:092527a634bb77ea3f351f862f91def43aa27ac3dabb5247ad0a20366534f41f

Observation 7530a815-0b6c-4d0c-86b8-2fb3f78ef109 · outbound

This paper cites 26, 2023.

Enhancing Phishing Detection in Financial Systems through NLP 26, 2023

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:50:52.620447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:50:51.288587Z digest=sha256:75205d91e327bb0665b37c8f7de0d62351957f48b677b3210afb7e218af47f81

Pith citing papers

No inbound Pith citation observations are available.