Paper Citation Record · LEDGER

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions

As of 13 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2412.00073.

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

pith.paper-citation-record.v1
2412.00073 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:31:51.818908Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy11
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4aa4194-1407-4676-b3f2-cdc7cdf3725a · outbound

This paper cites https://huggingface.co/datasets/ dragonintelligence/CIFAKE-image-dataset/ viewer.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions https://huggingface.co/datasets/ dragonintelligence/CIFAKE-image-dataset/ viewer

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.126830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fbccd18f-37f1-4582-84af-6534c1f4f18c · outbound

This paper cites https://huggingface.co/ stabilityai/stable-diffusion-2-1.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions https://huggingface.co/ stabilityai/stable-diffusion-2-1

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.112588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 871b1c4e-8b19-4b27-b35e-97d7f3c37804 · outbound

This paper cites https://huggingface.co/ stabilityai/stable-diffusion-3-medium.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions https://huggingface.co/ stabilityai/stable-diffusion-3-medium

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.098221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4860fe1-1313-4c5a-877d-77d1c1507fb5 · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:52.084034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 64470e66-f694-4261-9865-9f14e054d54b · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:52.069067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6040c6ef-9a70-4178-aa14-1f2f237dbfa0 · outbound

This paper cites Bychkovsky, S.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Bychkovsky, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.054608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ec076f1-fa52-482e-b447-57df23764644 · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:52.038365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4cf759cc-c490-4282-ba9c-79f7e782c7de · outbound

This paper cites Huang, Z.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Huang, Z

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.023797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f61d9f28-9828-4a40-8249-a0f330ea35cc · outbound

This paper cites Open source computer vision library.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Open source computer vision library

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:52.008075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 837373c4-571e-40b2-92bb-cc674fe2915a · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:51.991317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 61bc5133-6fed-45aa-b435-389e3be67175 · outbound

This paper cites Krizhevsky.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Krizhevsky

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:51.975674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation df48405f-4f3d-4375-a4f8-31b1aa41d56b · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:51.960617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c838d645-e5d6-431c-bb52-fdd50d3d694c · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:51.943199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcf56bd7-a8b1-43c4-ad69-18b28cf49f5d · outbound

This paper cites Patel, K.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Patel, K

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:51.926548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1583e11e-6ef4-4eeb-806e-e07f5fb819c4 · outbound

This paper cites Rombach, A.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Rombach, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:51.909504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 93033b6f-dc93-4811-88d9-07fffb07ff99 · outbound

This paper cites Vaccari and A.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Vaccari and A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:51.892013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 472e53bb-e186-403c-8086-7fd0b5813292 · outbound

This paper cites Wang and L.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Wang and L

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:31:51.875928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f62013e-4076-4b3b-87c4-caa21c08f444 · outbound

This paper cites an unresolved cited work.

Addressing Vulnerabilities in AI-Image Detection: Challenges and Proposed Solutions Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:31:51.858564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.