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Paper Citation Record · LEDGER

LLM-Powered Intent-Based Categorization of Phishing Emails

As of 17 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2506.14337.

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

pith.paper-citation-record.v1
2506.14337 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:56:15.341641Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 410ccfe2-f711-473b-abc0-807c69812a6e · outbound

This paper cites Early Phishing.

LLM-Powered Intent-Based Categorization of Phishing Emails Early Phishing

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T19:56:15.286850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:56:15.286850Z digest=sha256:a4707b2dab90afa8fb5277bc46f21fc4c29f54851210ce916c527ec3d6956204

Observation 520d1a68-490f-4844-8ae8-2f055d9ec9a8 · outbound

This paper cites Alkhalil, C.

LLM-Powered Intent-Based Categorization of Phishing Emails Alkhalil, C

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.520665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.291873Z digest=sha256:facc13592f38d088fe5e3c8d4ee15c9afc2671ce44eaf74dcef073f86fac4acc

Observation 2a1113b7-0e83-4f0e-9a52-81fdfa4ac004 · outbound

This paper cites an unresolved cited work.

LLM-Powered Intent-Based Categorization of Phishing Emails Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:56:15.510883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.295554Z digest=sha256:a406cf791a5e7834ebc1fbdd5e472c87411b83a6f61e10a3ad810ed9c743980c

Observation 1e2e4db7-a58e-4a58-95c4-102f7d6c1ec6 · outbound

This paper cites an unresolved cited work.

LLM-Powered Intent-Based Categorization of Phishing Emails Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:56:15.501734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.299020Z digest=sha256:f6dedb480ba4df7dfd0f6413bb205e13902ab3b9421ac57c21de890209cc6139

Observation ab7dc9ad-f843-4343-b58f-75be2792588c · outbound

This paper cites Available: https://attack.mitre.org/techniques/T1566/.

LLM-Powered Intent-Based Categorization of Phishing Emails Available: https://attack.mitre.org/techniques/T1566/

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.483492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.305910Z digest=sha256:b83d51bd383dd94202e94019f9160b88ee3526a80a6d499e4fcc58ff8bf7ebc6

Observation 87e73863-a2e0-407d-a34b-5655d8bf630a · outbound

This paper cites an unresolved cited work.

LLM-Powered Intent-Based Categorization of Phishing Emails Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:56:15.474198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.309626Z digest=sha256:4577c9377273aff818e77fb4a286707eea992e09ad10313d3cfca53983f7f14b

Observation 50d96ba1-e618-42f3-bfa5-a432db105b70 · outbound

This paper cites Durumeric *et al.*, ”Neither snow nor rain nor MITM.

LLM-Powered Intent-Based Categorization of Phishing Emails Durumeric *et al.*, ”Neither snow nor rain nor MITM

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.464600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.312897Z digest=sha256:2d1578911361d896531100eaed63a702f6effc8ec5ff25a067e46d0de1c38b80

Observation 162db9ed-06bf-4732-a092-937e081d84d7 · outbound

This paper cites Spear Phishing With Large Language Models.

LLM-Powered Intent-Based Categorization of Phishing Emails Spear Phishing With Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T19:56:15.316055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:56:15.316055Z digest=sha256:22e1490dd87563e15b702764c2fca535605c647075d3b034a3a65b504baa5a87

Observation ce3c7d31-68fe-445f-b577-f79dffbcbc35 · outbound

This paper cites Heiding, B.

LLM-Powered Intent-Based Categorization of Phishing Emails Heiding, B

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.455074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.319392Z digest=sha256:18973ce13aedc5a279bac8859cea399ffe90546185dc3d439d37a8a1fcb39096

Observation 91620b54-8fea-4ea5-86b4-f71fadc5e505 · outbound

This paper cites Derouet, ”Fighting phishing and securing data with email authen- tication,” *Computer Fraud & Security*, vol.

LLM-Powered Intent-Based Categorization of Phishing Emails Derouet, ”Fighting phishing and securing data with email authen- tication,” *Computer Fraud & Security*, vol

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.445883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.322486Z digest=sha256:fdd8273c680aa3b890e18c78cc6be64c8a3ae00eabeb4e26f73a2defb185c664

Observation 9a6b4723-268e-466d-a828-c8c173bf3f71 · outbound

This paper cites ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection.

LLM-Powered Intent-Based Categorization of Phishing Emails ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T19:56:15.325567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:56:15.325567Z digest=sha256:13ba90ef27f40e064c075e5226b50e9809f1acf4ee942df54446e6a1c2da8c6f

Observation 3cc3f4f0-5c91-4918-bf09-99225a844e5b · outbound

This paper cites an unresolved cited work.

LLM-Powered Intent-Based Categorization of Phishing Emails Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:56:15.435450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.328841Z digest=sha256:c21f52a58180fecddeafd1c19218255a637efdd5d2b225c555b1bf2c314f6781

Observation 1fa07af3-c106-42f3-ab68-a8768cf74e6f · outbound

This paper cites Jampen, G.

LLM-Powered Intent-Based Categorization of Phishing Emails Jampen, G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.426275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.332305Z digest=sha256:484f5fc5be75e2ceaf404ae07129375e1fbcb4a62280d07d4fac32fae956dd25

Observation 78e2d8cb-8cca-4170-8c61-4cf5cfdd72b8 · outbound

This paper cites Kojima, S.

LLM-Powered Intent-Based Categorization of Phishing Emails Kojima, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.417266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.335427Z digest=sha256:4d416810797e6f7daadc73d1941d438197a77451e25ef557187e448bd176bb07

Observation 46477bef-fd4e-4a78-8cad-c84b9f8a747f · outbound

This paper cites an unresolved cited work.

LLM-Powered Intent-Based Categorization of Phishing Emails Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:56:15.407468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.338680Z digest=sha256:69d17fc17f834bc98e39a60438ac2cbee1d9a940dbeddcda6b8726519d42a403

Observation 08da2ffd-5ed9-451b-a661-ffefb44fd6fb · outbound

This paper cites Available: https:// attack.mitre.org/techniques/T1566/002/.

LLM-Powered Intent-Based Categorization of Phishing Emails Available: https:// attack.mitre.org/techniques/T1566/002/

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.398074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.341641Z digest=sha256:9ee380afa2508a1a35c83417e07f8170de5802fb9dcbc4b0ab5a4a6d849ac012

Observation 9e27bd5f-127d-46d6-a9ed-f50ca2cc593d · outbound

This paper cites Available: https://cdn-dynmedia-1.microsoft.com/is/ content/microsoftcorp/microsoft/final/en-us/microsoft-brand/documents/ Microsoft%20Digital%20Defense%20Report%202024%20%281%29.

LLM-Powered Intent-Based Categorization of Phishing Emails Available: https://cdn-dynmedia-1.microsoft.com/is/ content/microsoftcorp/microsoft/final/en-us/microsoft-brand/documents/ Microsoft%20Digital%20Defense%20Report%202024%20%281%29

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:56:15.492736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T19:56:15.302362Z digest=sha256:ba83bc38aef2a51127b92eaa5ac72ba6eac822bb959300c5bb5a73335b5041b0

Pith citing papers

No inbound Pith citation observations are available.