Paper Citation Record · LEDGER

Metric for Evaluating Performance of Reference-Free Demorphing Methods

As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2501.12319.

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

pith.paper-citation-record.v1
2501.12319 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:19:46.320223Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy30
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 200f9a4c-311e-400b-bbeb-89d497c340d8 · outbound

This paper cites Facial De-morphing: Extracting Component Faces from a Single Morph.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Facial De-morphing: Extracting Component Faces from a Single Morph

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.830869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f736114-3d37-4c3e-86fd-c18337ff5d95 · outbound

This paper cites Realistic Dreams: Cascaded Enhancement of GAN-generated Images with an Example in Face Morphing Attacks.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Realistic Dreams: Cascaded Enhancement of GAN-generated Images with an Example in Face Morphing Attacks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.818936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e2d8e1ce-8db8-4d59-8f27-8871ada48f97 · outbound

This paper cites MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing At- tacks Created by Diffusion Autoencoders.

Metric for Evaluating Performance of Reference-Free Demorphing Methods MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing At- tacks Created by Diffusion Autoencoders

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.806415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 15cb0a68-1d04-4ee0-aded-b231a3ababc4 · outbound

This paper cites Privacy-Friendly Synthetic Data for the Development of Face Morphing Attack Detectors.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Privacy-Friendly Synthetic Data for the Development of Face Morphing Attack Detectors

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.794866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5fac8411-b3b5-4d19-bc36-b980a6432db3 · outbound

This paper cites ReGen- Morph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.

Metric for Evaluating Performance of Reference-Free Demorphing Methods ReGen- Morph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.783119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a7cf5123-cc26-4ecd-94d5-00bb2ae68be9 · outbound

This paper cites MorGAN: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Generative Adversarial Network.

Metric for Evaluating Performance of Reference-Free Demorphing Methods MorGAN: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Generative Adversarial Network

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.771022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8ef9900-9d4d-4abd-87c2-02e15ee63cd9 · outbound

This paper cites debruine/webmorph morphing software: Beta release 2, January 2018.

Metric for Evaluating Performance of Reference-Free Demorphing Methods debruine/webmorph morphing software: Beta release 2, January 2018

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.196305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92befba4-3167-4f28-af5d-af6d53cdf61c · outbound

This paper cites Face Research Lab London (FRLL) Image Dataset.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Research Lab London (FRLL) Image Dataset

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.200276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ca1dd6a-6cc1-42a1-a345-58b6de3d928b · outbound

This paper cites Arcface: Additive Angular Margin Loss for Deep Face Recognition.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Arcface: Additive Angular Margin Loss for Deep Face Recognition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.203604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4a1da2-038c-485a-a441-1cacc95ab85a · outbound

This paper cites Face Demorphing.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Demorphing

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.751768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eaf18401-e73a-480a-80ef-41007a5a6ba7 · outbound

This paper cites De- coupling Texture Blending and Shape Warping in Face Mor- phing.

Metric for Evaluating Performance of Reference-Free Demorphing Methods De- coupling Texture Blending and Shape Warping in Face Mor- phing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.738805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7303c352-86bb-4f41-b0b8-9bc6b9106aeb · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.727452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8774dec-4866-4c4f-ab05-47d4317a1ab0 · outbound

This paper cites LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion.

Metric for Evaluating Performance of Reference-Free Demorphing Methods LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.715594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf292d49-e841-4088-9623-e1479ab1a309 · outbound

This paper cites Denoising Dif- fusion Probabilistic Models.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Denoising Dif- fusion Probabilistic Models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.704803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8acabe1c-0acb-41c1-b770-baa607c3c6c4 · outbound

This paper cites Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.694099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 339290ca-fe33-4b26-897c-6b044a471fb0 · outbound

This paper cites Analyzing and Improv- ing the Image Quality of StyleGAN.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Analyzing and Improv- ing the Image Quality of StyleGAN

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.682795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9a974c76-2e73-4005-bb3b-62b9fcc90ac2 · outbound

This paper cites Adaface: Quality Adaptive Margin for Face Recognition.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Adaface: Quality Adaptive Margin for Face Recognition

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.233854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d779513b-fde0-467c-b20d-1699767b0961 · outbound

This paper cites an unresolved cited work.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:19:46.665049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8d4b80ae-210f-4475-b768-2e928526e2a3 · outbound

This paper cites Face morph using opencv — c++ / python.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face morph using opencv — c++ / python

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.652200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc89d5c1-ee4e-4582-b7f1-9be0c961fb9b · outbound

This paper cites Laws against morphing.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Laws against morphing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.639611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c499ff13-13ce-4c0f-b9f1-020e9468a114 · outbound

This paper cites Extended StirTrace Benchmarking of Biometric and Forensic Qualities of Mor- phed Face Images.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Extended StirTrace Benchmarking of Biometric and Forensic Qualities of Mor- phed Face Images

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.249909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7957cb1-e93b-4dc7-ab01-8e2cd3103f4b · outbound

This paper cites Face Recognition Vendor Test (FRVT) Part 4: MORPH - Performance of Automated Face Morph Detection.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Recognition Vendor Test (FRVT) Part 4: MORPH - Performance of Automated Face Morph Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.253605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ecdbf1a-c411-4d38-8b17-655b3497a4dd · outbound

This paper cites Face Morpher.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Morpher

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.615063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 65c5e96f-0232-4119-b74f-0b06b23709b5 · outbound

This paper cites Raghavendra, Kiran B.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Raghavendra, Kiran B

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.604198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51a13423-b40f-4797-9a29-b64efc7b6e7b · outbound

This paper cites Raghavendra, Kiran B.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Raghavendra, Kiran B

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.593553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9a9b32d8-86a5-400c-a060-e1612ae89bcb · outbound

This paper cites Bommanna Raja, Matteo Ferrara, Annalisa Franco, Luuk J.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Bommanna Raja, Matteo Ferrara, Annalisa Franco, Luuk J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.582566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42a84857-222f-411f-9b2a-33573250b511 · outbound

This paper cites Towards making Morphing Attack Detection Robust using Hybrid Scale-Space Colour Texture Features.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Towards making Morphing Attack Detection Robust using Hybrid Scale-Space Colour Texture Features

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.573054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e19e1da3-e00d-4007-8be7-8e89db0c8c58 · outbound

This paper cites Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.277201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c270f506-35c6-436e-9bf0-af26204430aa · outbound

This paper cites Neural Implicit Morphing of Face Images.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Neural Implicit Morphing of Face Images

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.562239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 875d7aa4-6290-4708-9945-39e0398497e4 · outbound

This paper cites Detecting Morphed Face Images Us- ing Facial Landmarks.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Detecting Morphed Face Images Us- ing Facial Landmarks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.551703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ee59f53-ece5-4cd9-afdf-b2c01fd3f5ee · outbound

This paper cites Towards Detection of Morphed Face Images in Electronic Travel Documents.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Towards Detection of Morphed Face Images in Electronic Travel Documents

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.539139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a57229c8-43d4-4daf-aca8-14805f129822 · outbound

This paper cites Deep Face Representations for Differential Morphing Attack Detection.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Deep Face Representations for Differential Morphing Attack Detection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.526205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c175b46-8d8d-4289-9627-a8681204aaf8 · outbound

This paper cites SDeMorph: Towards Better Facial De- morphing from Single Morph.

Metric for Evaluating Performance of Reference-Free Demorphing Methods SDeMorph: Towards Better Facial De- morphing from Single Morph

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.514072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6565fd0-42b8-4597-af57-7398fb75f415 · outbound

This paper cites dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph.

Metric for Evaluating Performance of Reference-Free Demorphing Methods dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.502211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31070096-694b-4a1c-ac3c-d28e49fe9c70 · outbound

This paper cites Facial Demorphing via Iden- tity Preserving Image Decomposition.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Facial Demorphing via Iden- tity Preserving Image Decomposition

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.490920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eef3a93a-459c-44e4-98fb-6a982aecf645 · outbound

This paper cites Face Morphing Attack Generation and Detection: A Comprehensive Survey.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Face Morphing Attack Generation and Detection: A Comprehensive Survey

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.479282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 06013675-a9c9-4f30-a340-59630e7c6c25 · outbound

This paper cites Zhang, Z.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Zhang, Z

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.468486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33647e49-e149-4a03-a244-fad8e1eaa7b2 · outbound

This paper cites Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images.

Metric for Evaluating Performance of Reference-Free Demorphing Methods Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:19:46.456627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7eb4bf26-de01-4fb5-9702-55911d28edd5 · outbound

This paper cites dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph.

Metric for Evaluating Performance of Reference-Free Demorphing Methods dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T17:19:46.305435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.