Paper Citation Record · LEDGER

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.16497.

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

pith.paper-citation-record.v1
2506.16497 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:41:04.624669Z

measured 28 of 28 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 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

28 of 28 outbound references displayed

verified exact1
verified fuzzy16
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f7b40f1-8a69-48a7-b5a0-c9ebaa3957ef · outbound

This paper cites Deepfake Media Forensics: State of the Art and Challenges Ahead.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Deepfake Media Forensics: State of the Art and Challenges Ahead

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:04.502322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96b2bef-4497-41aa-b759-40f6437684b5 · outbound

This paper cites Bonettini, E.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Bonettini, E

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:05.078522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ef81064-5bd0-47cb-8145-eaf7e1be3f69 · outbound

This paper cites SimSwap: An efficient framework for high fidelity face swapping.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors SimSwap: An efficient framework for high fidelity face swapping

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:05.064966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ae13426-fb9f-4694-9aab-694ac98aa2cc · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:05.050911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c5a5bae-0189-4ee5-af33-c0d241a70a5b · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:05.036615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6af889a-ecf4-43d9-9f1e-c4868c4152cf · outbound

This paper cites Remote ID Proofing.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Remote ID Proofing

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:05.022079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa8066ec-8b85-4fdb-883c-f8c74cb2a02e · outbound

This paper cites Remote Identity Proofing – Attacks & Countermeasures.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Remote Identity Proofing – Attacks & Countermeasures

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:05.006225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c2bf8d8-aad1-4d62-8aba-380fd5903883 · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.991261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b109e23-bfed-452a-bb6a-5cae2cff5b55 · outbound

This paper cites Pytorch library for cam methods.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Pytorch library for cam methods

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.975311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71a9c9f2-63a7-4373-89ff-0fe744e4e67e · outbound

This paper cites Mediapipe face detector python.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Mediapipe face detector python

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.961929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46ebccdd-1313-4037-ba86-6178105bfe57 · outbound

This paper cites Groshev, A.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Groshev, A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.947001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be8e8cc3-0cf2-4848-902b-908e0a0706b9 · outbound

This paper cites Haasnoot, Luuk J.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Haasnoot, Luuk J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.932935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c6696856-cd29-4500-8383-b25915d8ac32 · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.918354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 902bffa9-3b28-4672-bbdd-970b91dde7a2 · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.904331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2d5877e-f5a4-497b-b853-7dd020381bc6 · outbound

This paper cites Loshchilov and F.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Loshchilov and F

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.888651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e951f701-40ed-42c8-bc62-a9134d53e552 · outbound

This paper cites Mittal, C.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Mittal, C

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.874203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16f2b7df-91b8-4342-a3e2-6066940c217a · outbound

This paper cites FSGAN: Subject agnostic face swapping and reenactment.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors FSGAN: Subject agnostic face swapping and reenactment

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.860092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c6c8c9bc-e987-4286-9329-08a1002fc825 · outbound

This paper cites Pasquini, M.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Pasquini, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.845934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5db7f9d5-8587-4c11-9340-0ce9a18780ea · outbound

This paper cites DeepFaceLab: Integrated, flexible and extensible face-swapping framework.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors DeepFaceLab: Integrated, flexible and extensible face-swapping framework

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:04.586527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413b1c11-6d96-4d1e-8982-025041a90189 · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.831892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a21b0af2-abba-42db-9987-458843893aaf · outbound

This paper cites Ramachandra and C.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Ramachandra and C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.815634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd1e3d55-d845-4e26-97fd-fd895c2206f1 · outbound

This paper cites Rosberg, E.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Rosberg, E

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.798475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3525b69a-40bf-4376-9633-7be288fcae02 · outbound

This paper cites R ¨ossler, D.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors R ¨ossler, D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.783401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be6f518a-5fde-44f5-963c-bcff1f87da39 · outbound

This paper cites Visual Realism Assessment for Face-swap Videos.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Visual Realism Assessment for Face-swap Videos

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:41:04.688966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 706b91bc-a710-4a2c-b20c-796f59267337 · outbound

This paper cites DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:04.611744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c8baca-7690-40c5-b8a4-bc996a777cde · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.768625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c854f2e8-0b3a-4a1b-ad15-f7ad93dbe892 · outbound

This paper cites Verdoliva.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Verdoliva

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:04.754060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d1e775e-4dde-43d9-8eb1-8b7d008b6b32 · outbound

This paper cites an unresolved cited work.

Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:41:04.739037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.