Paper Citation Record · LEDGER

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2501.00700.

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

pith.paper-citation-record.v1
2501.00700 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:49:15.870917Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:10:21.661074Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:26:24.382042Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy24
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67aed260-c10a-4fe3-81d8-dcf8258d56c3 · outbound

This paper cites Generative adversarial networks,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Generative adversarial networks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.749208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056e291f-9191-4680-987d-e192659b7e40 · outbound

This paper cites Denoising diffusion probabilistic models,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Denoising diffusion probabilistic models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.381457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f579369-1c11-4405-adec-d12eba27706a · outbound

This paper cites Cnn- generated images are surprisingly easy to spot... for now,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Cnn- generated images are surprisingly easy to spot... for now,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.372063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0cf03ef-3647-493f-b3b0-0ea2e17e3066 · outbound

This paper cites Attributing fake images to gans: Learning and analyzing gan fingerprints,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Attributing fake images to gans: Learning and analyzing gan fingerprints,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.362389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69620c87-f0b3-4a70-bf24-72c41e0dfa07 · outbound

This paper cites Detection of gan-generated fake images over social networks,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Detection of gan-generated fake images over social networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.352884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f495054a-5451-4163-a1bc-111e400f39f4 · outbound

This paper cites What makes fake images detectable? understanding properties that generalize,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection What makes fake images detectable? understanding properties that generalize,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.343639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 25e628d4-9ad1-47c3-a7f3-400a3d87aa6a · outbound

This paper cites Finding facial forgery artifacts with parts-based detectors,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Finding facial forgery artifacts with parts-based detectors,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.333997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53c12b20-3646-4d87-904c-dc325e50ab76 · outbound

This paper cites Multi- attentional deepfake detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Multi- attentional deepfake detection,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.324810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9302cc21-434a-49d9-9855-ace3d90a414e · outbound

This paper cites Patch-dfd: Patch-based end-to-end deepfake discriminator,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Patch-dfd: Patch-based end-to-end deepfake discriminator,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.315697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fefd2658-64f3-4f39-b9f4-e17cbf7915ca · outbound

This paper cites Detecting gan- generated images by orthogonal training of multiple cnns,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Detecting gan- generated images by orthogonal training of multiple cnns,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.306474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14fac605-f15f-434f-8777-e65afb476947 · outbound

This paper cites Leveraging frequency analysis for deep fake image recog- nition,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Leveraging frequency analysis for deep fake image recog- nition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.295854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7bc9f430-a15c-40fe-aed1-c002a7d50eec · outbound

This paper cites Thinking in frequency: Face forgery detection by mining frequency-aware clues,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Thinking in frequency: Face forgery detection by mining frequency-aware clues,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.286497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00856be5-fa00-45e1-9efa-ef6825d68611 · outbound

This paper cites Frequency masking for universal deepfake detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Frequency masking for universal deepfake detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.276525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d184d98c-bd74-4d62-b135-1b0c48196ab3 · outbound

This paper cites Glff: Global and local feature fusion for ai-synthesized image detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Glff: Global and local feature fusion for ai-synthesized image detection,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.267046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8420c824-6717-471f-bf99-fddd4e2bbf48 · outbound

This paper cites Frequency-aware attentional feature fusion for deepfake detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Frequency-aware attentional feature fusion for deepfake detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.257400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9eaccae4-9e09-43d8-b183-6cd42cb64ba4 · outbound

This paper cites Towards universal fake image detectors that generalize across generative models,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Towards universal fake image detectors that generalize across generative models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.247814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 01c8cb46-2f7a-4528-9cbf-94181e76f441 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Learning transferable visual models from natural language supervision,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.238367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d2d3552-ae86-4f6d-b526-961d552f9f72 · outbound

This paper cites Forgery-aware adaptive transformer for generalizable synthetic image detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Forgery-aware adaptive transformer for generalizable synthetic image detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.228675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0bc96732-409c-4f3c-8b9b-1be672428ac8 · outbound

This paper cites Anomalyclip: Object-agnostic prompt learning for zero-shot anomaly detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Anomalyclip: Object-agnostic prompt learning for zero-shot anomaly detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.813134Z

Source-reported events for the cited work

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Observation 4f1c31f4-c050-445a-83d3-538369d595a0 · outbound

This paper cites Promptad: Learning prompts with only normal samples for few-shot anomaly detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Promptad: Learning prompts with only normal samples for few-shot anomaly detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.218923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 826d36c0-493d-4753-8c0e-1d40536e1287 · outbound

This paper cites GPT-4 Technical Report.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection GPT-4 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.819698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2268179-4100-478d-8bcd-028865d76a35 · outbound

This paper cites Conditional prompt learning for vision-language models,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Conditional prompt learning for vision-language models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.208901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e96ab7b-4099-458b-bd93-0174f43e8ae3 · outbound

This paper cites Maple: Multi-modal prompt learning,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Maple: Multi-modal prompt learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.198103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 94439b4d-099f-476e-a461-efa6d2ac6f9d · outbound

This paper cites Conditioned Prompt-Optimization for Continual Deepfake Detection.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Conditioned Prompt-Optimization for Continual Deepfake Detection

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f782e64-2201-42ba-82bf-96b8ca7e8a9c · outbound

This paper cites AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.833477Z

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Unavailable: canonical work link unavailable.

Observation 6b2d01e3-29d4-4de8-84ec-5c73560fb2aa · outbound

This paper cites Are gan generated images easy to detect? a critical analysis of the state- of-the-art,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Are gan generated images easy to detect? a critical analysis of the state- of-the-art,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.188068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a227ab89-2bbf-4371-a435-b3eb25c40f54 · outbound

This paper cites Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.839992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2461e333-5f8e-4fb3-944f-7729f90f6be8 · outbound

This paper cites Fusing global and local features for generalized ai-synthesized image detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Fusing global and local features for generalized ai-synthesized image detection,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.177600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa85bc65-f5d3-429f-9738-83519351ce33 · outbound

This paper cites LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.847124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab7face-c415-4750-a0c8-241a2df288ea · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.850632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe144b6a-8ac3-474f-9394-c2b2b22fdace · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.854108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1dac8cd-525e-4a42-8de5-8b3638405b54 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Adam: A Method for Stochastic Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.857389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbdb594-d0d1-4df9-8907-39b9019fd820 · outbound

This paper cites Towards evaluating the robustness of neural networks,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Towards evaluating the robustness of neural networks,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.167226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0948e24c-9f0d-4988-b222-636601202082 · outbound

This paper cites Ganprintr: Improved fakes and evaluation of the state of the art in face manipulation detection,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Ganprintr: Improved fakes and evaluation of the state of the art in face manipulation detection,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:49:16.156693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6a6787b-ca16-4b49-9dda-db8e65676059 · outbound

This paper cites Deep residual learning for image recognition,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Deep residual learning for image recognition,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.867657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81e3b667-eb33-42f2-aaf8-36d461b52591 · outbound

This paper cites Yfcc100m: The new data in multimedia research,.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Yfcc100m: The new data in multimedia research,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:15.870917Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5694307d-58fd-4a3f-8a8b-bb4e33e9ad8a · inbound

UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning cites this paper.

UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:26:24.385179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.