Pith. sign in

Paper Citation Record · LEDGER

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2605.02502.

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

pith.paper-citation-record.v1
2605.02502 v4

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T22:05:56.744039Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

22 of 22 outbound references displayed

  • verified exact2
  • verified fuzzy9
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47308481-2ca4-4be5-b7f9-3cdae06fd704 · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.730240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:33ee93db7b96a80641b4d8df8d3b9e57dbd3d0b4786d26df96f19b912a0c1d58

Observation 2a1ab203-9f73-49a5-8685-0ae9c04fcc55 · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.688440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:a3a8db1a3ca453d278616c2917812010fcebd74947aee87bd43e805b5ff04f60

Observation 99820ef6-1a85-4034-b1ed-dea80b347848 · outbound

This paper cites Available: https://businessday.ng/news/article/ africas-top-4-countries-with-the-highest-scam-losses-in-2024/.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Available: https://businessday.ng/news/article/ africas-top-4-countries-with-the-highest-scam-losses-in-2024/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.758359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:458028f0e76437d65d33e8a69f965440f56abbb3e06ac9c4eb1fad4081146ade

Observation e5b522f5-5dea-47d3-be4e-842b10f2be84 · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.684690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:dc7ce64a1aaf7f56a0359c9441c1a9090e95d4a0aec2d197a6aab0726a34b984

Observation be91ccc2-155f-49b3-bb88-bb593559092b · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.699626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:fc2121c91e4428c158162d135064e5b01312c1845d73f47507a923b340b3d32d

Observation 64b548aa-50b0-4901-99dc-5b678eeaf6da · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.681057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:9bfc9dbeeb9c2c29ecea67a98c8c6b83cd1523a16076999d6934f55b3e866ed8

Observation 48c7b3a2-8e8e-438a-ace4-f64d41ff909c · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.716903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:cbfea9454bd0ecd84cac7008b267412297ee85a9b7b92ed8778bfe03f73fd5a6

Observation 4da99e3a-c2a9-44df-88e1-5bbfbeb6d0b3 · outbound

This paper cites [Online].

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context [Online]

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.691959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:66fc646c9ee1aee45cd78860bd5bd23c389eb630997633be0c5e9c13731ef0cf

Observation 08ef4284-0838-4ea6-8302-7534c9ec94a4 · outbound

This paper cites Malicious URL Detection using Machine Learning: A Survey.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Malicious URL Detection using Machine Learning: A Survey

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:08:04.244343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:94438a90e2e22aea684529f32a038b5a4f03db9181f7b49ea57f2f47129987a9

Observation 8e25b91d-2087-47ba-90a3-30d1d419577f · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.746162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:d0ae43726c03e9fa335de91088e3b965616c475d73992cc9c7549570cc5bbafd

Observation 30f01722-2148-4236-a892-4ab4328d3063 · outbound

This paper cites Vinayakumar, K.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Vinayakumar, K

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.695621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:94151c17748a244e7b260020aa7e1d991581ae15be3af17d55e7670d535aed8a

Observation b9e7c7b9-daab-45cd-b600-f8e5b4710282 · outbound

This paper cites Altwaijry, I.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Altwaijry, I

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.707414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:6b3ddfe851b357c114d2e84aaaaf4b2d1bd2ecced434c4362aab53bcab99e036

Observation a95fb625-0377-46e4-af60-0c1a7a6de78c · outbound

This paper cites Thakur, M.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Thakur, M

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.734173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:cd082b0fb73adea7baa9e695b32ebf6e65e22d4552921aba093e542f86121cf9

Observation 8884b104-4302-48cd-b998-0da412479000 · outbound

This paper cites Liuet al., PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network,”IEEE Access, vol.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Liuet al., PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network,”IEEE Access, vol

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.752954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:43a37dd18d73b8696c6d2ffac106e2f7765d9c2cdd6b12553fcc09421a7128fe

Observation 2fef3ef9-b36a-4397-920a-14e82401880d · outbound

This paper cites Phiri, T.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Phiri, T

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.724612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:e5d06d01167eac4d91735ff598df385224d337ca03999bdfe5f20ab7aee1f1c0

Observation 278b5a54-c0b8-4f1f-a7d7-9e5aaadfe712 · outbound

This paper cites A Continued Fraction-Hyperbola based Attack on RSA cryptosystem.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context A Continued Fraction-Hyperbola based Attack on RSA cryptosystem

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:08:04.249853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:402d86d99f90d15cc0b6baafb2ec652e4f062890983dd6793e89ea207149a1c7

Observation c948604d-57f6-4073-80f5-6bf32080e70a · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.703284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:0de7b5b616aa6e4c0cd6df37e7877020cdbf4d853a0d0fd7af69070d91c5bea2

Observation 9d3321ae-cddf-4cd4-b748-b2f9fcec340a · outbound

This paper cites Macas, C.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Macas, C

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.711020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:e75618589bc279af78acb7022d1a65ce482f44f381f12baf8b319e382ff6b8f6

Observation 01d222e4-9b33-4724-a0a6-772feec7631f · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.720591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:93f7783d9f090a6af511b2d6176fd3dcd0c2a7ce1571884707d288bbbc12a992

Observation 22d69075-9b17-4b29-93e9-3b8b8ad86a4e · outbound

This paper cites an unresolved cited work.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-14T22:58:14.763906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:e2ad84c3fc9b4a2ad908d5bc0a847c4faa97e826375e856852f376afe7252605

Observation c708fdc9-854c-4e19-bdb5-49e6865bd1b9 · outbound

This paper cites Vanhoef and F.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Vanhoef and F

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T22:58:14.739466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:76383868babc3e58ec42537835a3dc1769f1fe56cd1e1a83c6714cc62d1cc4c8

Observation c3d870fb-a7f6-4775-9bf9-7591c07b4b5e · outbound

This paper cites Security and Privacy Challenges of Large Language Models: A Survey.

GuardSec: A Multi-Modal Web Platform for Real-Time Digital Fraud Detection, Entity Verification, and Connection Security Analysis in the African Context Security and Privacy Challenges of Large Language Models: A Survey

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T22:08:04.255978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T22:05:56.744039Z digest=sha256:d84508561891b7f6fe43c502c60dab9b425ad1d703ee2b64017899e17c02cb84

Pith citing papers

No inbound Pith citation observations are available.