Paper Citation Record · LEDGER

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding

As of 21 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2504.13759.

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

pith.paper-citation-record.v1
2504.13759 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:04:39.467659Z

measured 33 of 33 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:04:39.467659Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:00:01.922127Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy24
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c957c9e8-e05b-4a22-a6ba-863ba6bead18 · outbound

This paper cites 3d face reconstruction: the road to forensics,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding 3d face reconstruction: the road to forensics,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.980318Z

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 0bd25a0c-8bd1-471f-b262-a0bb60fe5dd0 · outbound

This paper cites Doc 9303, Part 9, 2015, vol.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Doc 9303, Part 9, 2015, vol

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.960734Z

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 0ba22770-7558-4e39-b66e-1f7594139201 · outbound

This paper cites Face image quality assessment: A literature surv ey,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Face image quality assessment: A literature surv ey,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.336038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b84342-d12a-4376-b034-69f02a25a685 · outbound

This paper cites Tolosana, R.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Tolosana, R

Reference 4

Resolution: verified exact; doi, observed 2026-08-16T12:04:39.508644Z

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 7fbb338f-ad78-47c9-bae6-0011297701e4 · outbound

This paper cites Face recognition systems under morphing attacks: A survey,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Face recognition systems under morphing attacks: A survey,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.346428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb2b71d-3b07-41dc-9e13-55192b09574c · outbound

This paper cites Fraudule nt id using face morphs: Experiments on human and automatic recognitio n,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Fraudule nt id using face morphs: Experiments on human and automatic recognitio n,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.931036Z

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 1ad19ac8-873d-42be-a5cd-3ccd5ba5552b · outbound

This paper cites The magic passpor t,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding The magic passpor t,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.915851Z

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 2741ca33-769d-4ecc-8459-7164de88a6ab · outbound

This paper cites Face recognition vendor test (frvt) part 4: Morph-performance o f automated face morph detection,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Face recognition vendor test (frvt) part 4: Morph-performance o f automated face morph detection,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.899537Z

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 e2bf6f4d-cc3f-421e-84a3-4f3f566cb14f · outbound

This paper cites Fac e morphing attack generation and detection: A comprehensive survey,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Fac e morphing attack generation and detection: A comprehensive survey,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.879219Z

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 7dcf5bfe-e2b1-4b1e-92a3-af83d4f78506 · outbound

This paper cites Evaluating the integration of morph attack detection in automated face recognition systems,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Evaluating the integration of morph attack detection in automated face recognition systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.863678Z

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 5b25f184-6745-41ca-9544-9e9367de24a9 · outbound

This paper cites A survey on dee p- learning-based image steganography,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding A survey on dee p- learning-based image steganography,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.847974Z

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 bddd7815-cd63-425e-9480-7c020455d6eb · outbound

This paper cites Robust image stegano graphy against jpeg compression based on dct residual modulation,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Robust image stegano graphy against jpeg compression based on dct residual modulation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.832867Z

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 812d6128-c089-491c-9f1f-34598adbcd06 · outbound

This paper cites Data hiding with deep learning: A survey unifying di gital watermarking and steganography,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Data hiding with deep learning: A survey unifying di gital watermarking and steganography,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.816648Z

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 b9103ec8-d11e-40f5-9ea4-9ad2f31337c4 · outbound

This paper cites Proact ive deepfake defence via identity watermarking,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Proact ive deepfake defence via identity watermarking,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.798589Z

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 33970310-9603-44ab-98e2-5fdbce336b2f · outbound

This paper cites Invis ible adversarial watermarking: A novel security mechanism for e nhancing copyright protection,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Invis ible adversarial watermarking: A novel security mechanism for e nhancing copyright protection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.782644Z

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 760979c2-98ad-4a7c-a863-74b3faf7980d · outbound

This paper cites Editgua rd: V ersatile image watermarking for tamper localization and copyright p rotection,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Editgua rd: V ersatile image watermarking for tamper localization and copyright p rotection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.765197Z

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 d928ea85-690d-4ce5-96c3-e5d12a39f749 · outbound

This paper cites Hidden: H iding data with deep networks,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Hidden: H iding data with deep networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.748135Z

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 4a7a95a0-9334-49c9-899c-39f012ff9ac6 · outbound

This paper cites SteganoGAN: High Capacity Image Steganography with GANs.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding SteganoGAN: High Capacity Image Steganography with GANs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.408740Z

Source-reported events for the cited work

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Observation a7be095c-fbe3-4073-be99-04dcaa1a885d · outbound

This paper cites Stegformer: rebuilding the glo ry of autoencoder-based steganography,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Stegformer: rebuilding the glo ry of autoencoder-based steganography,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.731875Z

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 4caa5af2-3922-4067-acc1-6d5051691815 · outbound

This paper cites The chicago fa ce database: A free stimulus set of faces and norming data,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding The chicago fa ce database: A free stimulus set of faces and norming data,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.715221Z

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 cf333050-2c2b-421d-a640-7b2dcd7c72f7 · outbound

This paper cites Chicago face d atabase: Multiracial expansion,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Chicago face d atabase: Multiracial expansion,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.698831Z

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 4898b897-ad0e-4cf9-8833-5efcf03989e1 · outbound

This paper cites Th e india face set: International and cultural boundaries impact face imp ressions and perceptions of category membership,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Th e india face set: International and cultural boundaries impact face imp ressions and perceptions of category membership,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.682528Z

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 f1a4aead-056d-41b2-83a5-704624432aa6 · outbound

This paper cites Accur ate and robust neural networks for face morphing attack detection,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Accur ate and robust neural networks for face morphing attack detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.666383Z

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 f72a40bc-8e3a-4b30-83aa-c76e5c492eb9 · outbound

This paper cites Imperceptible image stegano graphy using symmetry-adapted deep learning techniques,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Imperceptible image stegano graphy using symmetry-adapted deep learning techniques,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.651014Z

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 8a3d9e2c-6303-4d5a-952f-2f83d06015bf · outbound

This paper cites U-net: Convol utional networks for biomedical image segmentation,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding U-net: Convol utional networks for biomedical image segmentation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.440349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 828260cb-6606-4106-971c-318f3dfd70d5 · outbound

This paper cites Scope of validity of psnr in im- age/video quality assessment,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Scope of validity of psnr in im- age/video quality assessment,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.444724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25958b50-b936-4a63-826c-5fac88e31796 · outbound

This paper cites Statistica l evaluation of image quality measures,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Statistica l evaluation of image quality measures,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.614245Z

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 015f6617-a0a4-4cff-bc42-0541c509181d · outbound

This paper cites Image quality assessment: from error visibility to structural si milarity,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Image quality assessment: from error visibility to structural si milarity,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.598519Z

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 be14c7b9-733b-4bbd-85de-69dea28feb19 · outbound

This paper cites Using face morphing to pr otect privacy,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Using face morphing to pr otect privacy,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.581989Z

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 134e9bc3-b4ce-4d2b-87d9-4ce0e66d1898 · outbound

This paper cites Resnet 50,.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Resnet 50,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:04:39.564787Z

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 75c9d78c-59b0-4a2d-b0de-a5a111b30c6a · outbound

This paper cites Fragile Watermarking for Image Certification Using Deep Steganographic Embedding.

Fragile Watermarking for Image Certification Using Deep Steganographic Embedding Fragile Watermarking for Image Certification Using Deep Steganographic Embedding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T12:04:39.467659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 75c9d78c-59b0-4a2d-b0de-a5a111b30c6a · inbound