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Paper Citation Record · LEDGER

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.02626.

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

pith.paper-citation-record.v1
2506.02626 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:15.842856Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:00:05.791459Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T23:00:25.425293Z

Reference resolution

36 of 36 outbound references displayed

  • verified exact6
  • verified fuzzy6
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 906be126-7e32-4c67-b004-4302e9af06b8 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:22.772957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:12.765863Z digest=sha256:1373296dd5aa47e7893bb36f39b4b4da541e82b3b7019f6b9a04f2d5cde60ea7

Observation c2447612-df9f-44a8-a1a3-6f5ecb9ce9d0 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:12.843514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:12.843514Z digest=sha256:c78bd6d02271a9f6f617e760e38d5616d7a285e5f69ecfb98680b4a0de7bdb61

Observation 9bb161ff-13d7-4e89-95d7-efe9eae0518c · outbound

This paper cites (2005, September).

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies (2005, September)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:22.571113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:12.964091Z digest=sha256:4bbef967287b47fc80107ef8617b7b9a412832bc96deb1361582eb958ed52f06

Observation 9e426589-5572-45d3-b544-91cd7b3b1f87 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:19.571036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.071151Z digest=sha256:4666b17187da4a623799e56deeff9125894c55fc310a11c4fb8317cea707ad93

Observation 86c63bbd-984a-43f2-882e-b7833518ae99 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 11

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:19.286722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.180805Z digest=sha256:fd2e315ffd354f5078adb91871dc5d90a58938e5a6bf8dbbc9924352d67f3b69

Observation 8e4ef1bb-2fdf-4604-8cf3-00ff981979a2 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 17

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:18.975738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.285043Z digest=sha256:adefa71f65cff05dc1f0a178545c3f7f8e3f0948da0eae95c18ea75d002e2cc3

Observation 72c2bbe5-59bb-4cf9-85e7-7fd4ecbfdb60 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:22.407802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.425897Z digest=sha256:82deca4a798b024ee81a2e60524d3d60c947e4601a0ee9dd8d866e3551b515a5

Observation d3814fde-d732-4833-8d36-7772a7b1efd6 · outbound

This paper cites P., & Welling, M.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies P., & Welling, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:22.251897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.530796Z digest=sha256:8cc46870eff3c0a684dc1a1fa95b435c10997939c9b2e675e3b1ae8125f7d772

Observation 8525091c-dcad-46c3-8c54-ea5d56ebb325 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:22.080858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.645344Z digest=sha256:1aaf95045be4ef65ac79c8a79d28c9fb3243be595a2c65cc97213e5186042140

Observation a42f94ce-201e-411e-a4e1-439aa440de44 · outbound

This paper cites Denoising Diffusion Implicit Models.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Denoising Diffusion Implicit Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:13.771502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:13.771502Z digest=sha256:3943d026b0ebcbb43cf30d19d336d216fedda83d0d22a9edcd9d45d2888bcf32

Observation cd3154e9-7a15-458d-aa12-dff36aa0588a · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:13.862135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:13.862135Z digest=sha256:fd23fae135224d1985fae8f6157a020351a7f2766dec58045e5ccf3d884c6527

Observation b2570b33-e8d8-4c0b-9d29-aeb5820264d3 · outbound

This paper cites Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:13.907494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:13.907494Z digest=sha256:8dcdc15058df3d0290ff72520d98ddeff7a2f76dfa292ee1f453dbcf9eece5ee

Observation 13a6612c-9beb-4fb3-9937-6c6034a32b11 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 25

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:23:18.591234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:13.988176Z digest=sha256:69f88fbf379e8ba0e5503fba1a81128f07c6e035ee556f68686bbbcbdc67a4b1

Observation 0ec64212-b1dd-456f-9a44-8fdaf3239aab · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 26

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:18.359449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.043520Z digest=sha256:19e0fbeb19d1326d8e916697e5ab20439e8aa834bbd0ae25e272464849ac72bd

Observation 34450444-e61b-4262-8055-1db0c9bca632 · outbound

This paper cites Retrieved from http://www.neurotechnology.com/verieye.html [29] Kohli, N., Yadav, D., Vatsa, M., Singh, R., & Noore, A.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Retrieved from http://www.neurotechnology.com/verieye.html [29] Kohli, N., Yadav, D., Vatsa, M., Singh, R., & Noore, A

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:21.895923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.078283Z digest=sha256:40c4899d0f0ef2ad3a957195a7f3a8b4223559813f8897e5f2ef5a4861e4a4dd

Observation 2151dcdf-97e9-4d5f-b570-c73b122d87c4 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:21.679329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.147745Z digest=sha256:82f1e78cab2f948d380d5cf209e6aa01f60f426fab1201129071edfd99aa56fd

Observation 6efc5894-a0ae-4253-9f21-10346660fd86 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:23:18.047730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.214156Z digest=sha256:1822c49dcd84d24825b36881e07d44f7b11719cdec76618a2f41543203dff65d

Observation 465f2cf8-c66d-44fd-a5ad-b3ea956f0467 · outbound

This paper cites J., Park, K.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies J., Park, K

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:21.407676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.278391Z digest=sha256:363fa099f96bd25831ca42f7e200299ade7756e93886777ed14e63eb9b3a3dea

Observation c2186dbc-677e-400b-9bf8-d27e3d3e2f1e · outbound

This paper cites B., Kim, Y.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies B., Kim, Y

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:17.708211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.343707Z digest=sha256:2cf6f8ce6c091fb5ea883deac90b54c187bddfa5ea2e9c352fe8c0baf4897c21

Observation 05454118-9e9b-4dc4-a714-58436c2f7ebf · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 42

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:23:17.340093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.487617Z digest=sha256:9d79aa4d7d838f4974e507cc64b57d8e4ab9d1b29c9991cbda8dbf13aa86c8de

Observation ca5bc05c-b3f4-4aab-86c7-34dd2b8bd17a · outbound

This paper cites D., & Chandran, V.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies D., & Chandran, V

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:21.183895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.544862Z digest=sha256:4d330ace88b1ef87dea6c947444bfaf52483f2cf9a449a7740fc8110e958c3e6

Observation 9ccd0655-4f1c-4a62-a273-9dc0b3243879 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 44

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:23:16.996497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.558322Z digest=sha256:17ddef463de4ab2fb225f9775a82ccbb4c31ee9c2fec55085686777d1cf32774

Observation d05223e8-3f42-4df6-b1c4-85dfce983b05 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:20.967403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.650928Z digest=sha256:98e8eb2bdb55f52c9b795eef21259d1a60632670381b18fde4b8404b014751e1

Observation 0d40a954-abf8-4ea5-a91f-0b6b18e0e1f7 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:20.757556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.774083Z digest=sha256:85df03b97661b89ec74f7c14780497d2eb2ae0bdaf66198a8c3e3ec011777b64

Observation 4bf22561-86be-4413-a8d6-7864becf60bf · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:14.871349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:14.871349Z digest=sha256:a684f618bfbc05502bf17310b2b16b972075be450fb7746e5c59eedf5181dfe2

Observation 3df07f89-9ea1-4ec9-8595-f476aaf8923c · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:20.558737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:14.983768Z digest=sha256:5afd7b3585b82488de0b63cfa33baf7345067e76d4d53bb12dc7a4588898639b

Observation 6c936550-c7c1-4dde-a065-64d1aa8e7f71 · outbound

This paper cites J., Ross, A., Flynn, P.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies J., Ross, A., Flynn, P

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:23:20.265530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.128845Z digest=sha256:571b95e73621233a282e517e24f3da5f1e195e7ec4dc4fe46f66b73acdd16911

Observation 8ed2588c-0100-4326-a6ca-e2b67c368e4e · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:15.169344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:15.169344Z digest=sha256:178ce3268169f34f1b002e0d5829e88db0afe6efdad7cc576da794135f89a5d1

Observation a3a98201-b5c5-42fc-8f1e-0f99d2b8fd8d · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:20.040838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.285839Z digest=sha256:24bde3b5853dc95f7f4d19186af6892529d85b7e6cb3db305fe3579c5f50678a

Observation e009dc07-cbd0-48b9-9639-e574ac33d037 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:19.837739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.416340Z digest=sha256:3c8d5ad75e1fa7a3c26e77283ddfec1d9794800a8a98a7c98a263fc59d0d7b94

Observation cc34a2ec-fce3-4cea-a799-0abc47272f21 · outbound

This paper cites Iris Recognition for Infants.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Iris Recognition for Infants

Reference 61

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T11:23:16.539383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.482379Z digest=sha256:8911fabffcb404191189d7376981f50804193705abe96befa35804dc8a55280d

Observation 2b34b634-69f0-4a45-92a2-4a216b892cac · outbound

This paper cites A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:16.473796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.607089Z digest=sha256:0d1e0febe09d06618fb0235650e2135e81605b60143629deef436d4de8415eff

Observation 3c07bea2-d906-48b4-b976-f1e0766be37f · outbound

This paper cites Generating a Biometrically Unique and Realistic Iris Database.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Generating a Biometrically Unique and Realistic Iris Database

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:16.149497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.675107Z digest=sha256:f49356f6cd9429880c85331ad796fd12aa519bcf5281eb65e9d62f35041a2d4b

Observation d2b06b1b-ebdf-481c-868b-c04d0e0cad4a · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:15.720921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:15.720921Z digest=sha256:a57fe196611730f7315ea4496254f7a78b477484a650897db2f42b5780f2c36c

Observation 295f1be5-ed26-433d-97df-9855ee4cb444 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:15.790752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:15.790752Z digest=sha256:dc0d5e0ea722c0ae8adafe58356a805c89da6c29a63c701d70edfa7f66115e4e

Observation 14ec3247-f0c6-4887-ad04-2d141d365b08 · outbound

This paper cites an unresolved cited work.

Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Unresolved cited work

Reference 68

Resolution
verified exact
doi, observed 2026-08-07T11:23:16.032814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:23:15.842856Z digest=sha256:e889749969b734661eb94dafe8125060af8434e71c1061609dd6b7ccab8f985c

Pith citing papers

Observation 1e0ef217-f4e3-4044-8199-5b156c60d903 · inbound

Gradient-Guided Exploration of Generative Model's Latent Space for Controlled Iris Image Augmentations cites this paper.

Gradient-Guided Exploration of Generative Model's Latent Space for Controlled Iris Image Augmentations Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies

Reference 19

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arxiv_id, observed 2026-05-17T23:00:25.427207Z

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source=pdf_text observed=2026-05-17T23:00:05.791459Z digest=sha256:d1d3e5f40dfb91469dc65d2e5fc59fa73a2ac5afdde8ab9e692ba81967b2f370