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Paper Citation Record · LEDGER

How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2403.12838.

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

pith.paper-citation-record.v1
2403.12838 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:17:30.412996Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:54.623138Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4d2659f1-ba5a-413d-bac5-37c08229519b · inbound

AI Humor Generation: Cognitive, Social and Creative Skills for Effective Humor cites this paper.

AI Humor Generation: Cognitive, Social and Creative Skills for Effective Humor How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T11:17:30.412996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:17:30.412996Z digest=sha256:601060dc8e0e1a170e7c91f52ecb17c186e57be7ca2f1922654f2ac7e161dac7

Observation ef662152-9bab-4b02-a883-d03e0a988119 · inbound

Deepfakes in the 2025 Canadian Election: Prevalence, Partisanship, and Platform Dynamics cites this paper.

Deepfakes in the 2025 Canadian Election: Prevalence, Partisanship, and Platform Dynamics How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:38:34.406397Z

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=2026-05-16T21:34:10.065267Z digest=sha256:ffc26382ad67c27d0fe1556e493c367e4488a5b2c9ad1b9f69328a5144843bad

Observation b91788d7-77b9-4fe0-b583-21c0333f4960 · inbound

Toward Accountable AI-Generated Content on Social Platforms: Steganographic Attribution and Multimodal Harm Detection cites this paper.

Toward Accountable AI-Generated Content on Social Platforms: Steganographic Attribution and Multimodal Harm Detection How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T10:51:04.270191Z

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=2026-05-10T15:17:23.778696Z digest=sha256:4d1a3e45769219b85d03ef718ae85cff152f2ed2b124999b96729d0165eeed50

Observation 025304a2-4ba4-4ae2-bceb-328638f41a5c · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-04T15:09:54.624664Z

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=2026-06-26T01:52:12.291420Z digest=sha256:db528d977eca193442de2c4bdc3a48aa500405bafdf99d3af14b82eb872937cb

Observation ecf4fa75-76a7-4e61-839f-3efd4272dab3 · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation How Spammers and Scammers Leverage AI-Generated Images on Facebook for Audience Growth

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-06-29T19:13:53.531115Z

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=2026-06-29T04:46:56.552601Z digest=sha256:100d7d6d89163e32cfad1e6e3de51507d52df02885fce0cf2117f3f2b2511e28