Paper Citation Record · LEDGER

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks

As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2509.09928.

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

pith.paper-citation-record.v1
2509.09928 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:30:02.817487Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:43:25.312997Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb9c125e-50fe-49e4-8915-d24414d87200 · outbound

This paper cites H., Eisa, T.

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks H., Eisa, T

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.794548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 308c2efb-09ff-4702-8038-b8ff4437ce65 · outbound

This paper cites an unresolved cited work.

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.798510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b257a45-1cda-4379-a24e-a6181bf26038 · outbound

This paper cites N., & Raahemi, B.

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks N., & Raahemi, B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.801607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c876ec48-1287-4830-abb2-29caef9f07e9 · outbound

This paper cites an unresolved cited work.

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.804404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57318da6-1efd-471f-8e14-c804ac56e99c · outbound

This paper cites (2024, August).

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks (2024, August)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.807401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dd3d6e2-3e5a-4866-a595-2231e8d75045 · outbound

This paper cites (2024, October).

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks (2024, October)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.811655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef22f670-5238-4384-9ffd-5b1e0af93bbb · outbound

This paper cites & Altman, E.

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks & Altman, E

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.814736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01bd2fe2-577c-48fb-86e3-fd562984dcce · outbound

This paper cites (2021, December).

Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks (2021, December)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:30:02.817487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 30c40686-c1f4-4f01-9ce5-75de6afb5e3b · inbound

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management cites this paper.

SHERLOCK: Towards Dynamic Knowledge Adaptation in LLM-enhanced E-commerce Risk Management Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T10:43:25.312997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.