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Paper Citation Record · LEDGER

PASS: Private Attributes Protection with Stochastic Data Substitution

As of 10 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2506.07308.

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

pith.paper-citation-record.v1
2506.07308 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:48:51.751923Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa141214-8a3b-4f47-aa43-5e5907e1f539 · outbound

This paper cites write newline.

PASS: Private Attributes Protection with Stochastic Data Substitution write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:44.261327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:44.261327Z digest=sha256:785897c471e9e7c880905675f05abcc33aad00fbcc120075b38c480f0972dea2

Observation 0fcc492a-e2d9-4577-b4a0-63d98b580132 · outbound

This paper cites B., Mironov, I., Talwar, K., and Zhang, L.

PASS: Private Attributes Protection with Stochastic Data Substitution B., Mironov, I., Talwar, K., and Zhang, L

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:03.679310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:44.362475Z digest=sha256:f63839655d2470c451335ddf174703f4906bc26eb81ac3531b75de1df3fce834

Observation 0899f596-b926-4831-a996-47e74f492e01 · outbound

This paper cites M., El Ammari, A., and Hammami, H.

PASS: Private Attributes Protection with Stochastic Data Substitution M., El Ammari, A., and Hammami, H

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:03.391322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:44.467247Z digest=sha256:f0368a7697bd6c1659089b65bdde4c9ba4b9b61de47855a15f7a944b2056172a

Observation d293a011-2b27-4363-a2fb-7e79972b6ee3 · outbound

This paper cites A., Fischer, I., Dillon, J.

PASS: Private Attributes Protection with Stochastic Data Substitution A., Fischer, I., Dillon, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:03.126793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:44.595013Z digest=sha256:e83455005b14d18cef1a94e5d79436d95a7589a76dba5d07485429ede2373ab0

Observation 4e679c51-2cf5-4e76-8d55-896f2868843d · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:44.707776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:44.707776Z digest=sha256:8b24e909bbcc43686854207e51ffb314aa8ef6a4354111b6c04d537ebced5e1c

Observation 205ae24f-3f83-42d8-9857-9a80ac2c27a4 · outbound

This paper cites Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples.

PASS: Private Attributes Protection with Stochastic Data Substitution Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:02.866793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:44.858170Z digest=sha256:162f091fe8223b46c5687acabccd8329b0195e02c16261c250bfb624b925c63d

Observation 8767dc8b-a32c-403b-bb79-0b98a254b309 · outbound

This paper cites AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark.

PASS: Private Attributes Protection with Stochastic Data Substitution AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:44.948386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:44.948386Z digest=sha256:144ebd661499fbf2b5f2a339f62a56a677f4efd7d67468c73b801face037771c

Observation 1113e959-7e1f-4f12-8213-4961c09bca40 · outbound

This paper cites Adversarially learned representations for information obfuscation and inference.

PASS: Private Attributes Protection with Stochastic Data Substitution Adversarially learned representations for information obfuscation and inference

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:02.586644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.040807Z digest=sha256:e63345a130697a23219cfac1dbb29f13b75a3764e5c2bd21afdf390c56bc8e10

Observation 797fd544-2cc2-4593-9917-2bf2eb79a89e · outbound

This paper cites A review of privacy-preserving techniques for deep learning.

PASS: Private Attributes Protection with Stochastic Data Substitution A review of privacy-preserving techniques for deep learning

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:02.265225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.181005Z digest=sha256:f2d10217e485a1eb5a3dd13179f96c714d6c1b4c5ad4ad786fe1531711682827

Observation c8b8d3a2-d2e9-420c-80ee-5e813934dbe9 · outbound

This paper cites Swin-unet: Unet-like pure transformer for medical image segmentation.

PASS: Private Attributes Protection with Stochastic Data Substitution Swin-unet: Unet-like pure transformer for medical image segmentation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:02.065064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.335515Z digest=sha256:9276ebfd9b54fcb8f10fae8a5d3b9c91e18b8695d69cbd017006195824f94f70

Observation e724d202-8d25-4989-8eb1-e552d36a6cc0 · outbound

This paper cites and Wagner, D.

PASS: Private Attributes Protection with Stochastic Data Substitution and Wagner, D

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:01.873984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.432442Z digest=sha256:e4952247ecfc6dc18d6d93e1da2f5c419e729869f222afe207a72e3aa8e59927

Observation 76007746-e64a-4654-852a-9a78f5e91ecc · outbound

This paper cites On Evaluating Adversarial Robustness.

PASS: Private Attributes Protection with Stochastic Data Substitution On Evaluating Adversarial Robustness

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:45.515259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:45.515259Z digest=sha256:d9d858b6934aa45934a33a6838fa365a5870a698811ddc048cbe7a08f0ae2e83

Observation 2104866c-f2c0-43ce-8cfc-6e974d55bb1b · outbound

This paper cites Membership inference attacks from first principles.

PASS: Private Attributes Protection with Stochastic Data Substitution Membership inference attacks from first principles

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:01.616894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.617927Z digest=sha256:631cb2f31c261973a713aa091cee2a976386154e1543aec144a01744183f913d

Observation 00c4acfc-8d66-48de-bf66-96969b2f5527 · outbound

This paper cites and Haas, C.

PASS: Private Attributes Protection with Stochastic Data Substitution and Haas, C

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:01.340950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.769681Z digest=sha256:bcf4e87288c24aa5c138b576e056c81c313ccb4068347a36953bd026537111da

Observation 53c1a912-8d87-4f77-be6a-00a422931b7e · outbound

This paper cites and Mukerjee, R.

PASS: Private Attributes Protection with Stochastic Data Substitution and Mukerjee, R

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:01.065797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:45.846451Z digest=sha256:93da95094a91aac67a56312a489ee19cf492c574c891102b3f55b1e8ca209585

Observation 1f914baa-cd79-45bc-8519-23012109c071 · outbound

This paper cites A simple framework for contrastive learning of visual representations.

PASS: Private Attributes Protection with Stochastic Data Substitution A simple framework for contrastive learning of visual representations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:45.942248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:45.942248Z digest=sha256:86258231c409b2bed1a9596f677972cf4953a8dc2d25a4b3e4757f60eaa5711c

Observation 948408b6-9817-4012-98a9-e3f2417c60f2 · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:49:00.809016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.085775Z digest=sha256:c95d65d397534a0c98bd278dbe35d18d085ed1d35fa4e2c143d4bd6745c81ca5

Observation 5bf6a3f6-fa81-4529-bcb0-904336c0821c · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:46.254741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:46.254741Z digest=sha256:9e5a06000880650fb7240a24efebd45b1ff5053cf432c21979b1360637fcbeb2

Observation a558c1a4-f5fe-44b3-b7aa-6cb4115188fa · outbound

This paper cites R., Chen, C., and Shah, M.

PASS: Private Attributes Protection with Stochastic Data Substitution R., Chen, C., and Shah, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:00.536476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.359495Z digest=sha256:1dfa8e4708aa9aa2719252fa653a356dca652e6b348bdcb7e3570c3ef8ef5704

Observation 7d935e61-3ba1-4a42-bc4f-3ece7f79c6f6 · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

PASS: Private Attributes Protection with Stochastic Data Substitution Calibrating noise to sensitivity in private data analysis

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:49:00.271409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.468359Z digest=sha256:43e12bec1340a3c2eb0e02f45822791717a27bc381d9c708d34348f3e9c113ad

Observation 13fb3f6f-0f8b-4837-a5cd-b1a8b6f472cf · outbound

This paper cites The algorithmic foundations of differential privacy.

PASS: Private Attributes Protection with Stochastic Data Substitution The algorithmic foundations of differential privacy

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:46.574031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:46.574031Z digest=sha256:4f2da03160328e1ef1308cb63dc2014bca19ff923b8c49d8f40d803a23ffd32d

Observation eaf7528f-0a96-48a7-8b7d-58ae8af99271 · outbound

This paper cites and Storkey, A.

PASS: Private Attributes Protection with Stochastic Data Substitution and Storkey, A

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:59.963278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.665568Z digest=sha256:2ba32867b0937076c0b4578855a13167ba6669866531044546e25dcd4d0f7c38

Observation 5a0c8b48-0147-4d3c-8da5-babd93baba0c · outbound

This paper cites Image pixelization with differential privacy.

PASS: Private Attributes Protection with Stochastic Data Substitution Image pixelization with differential privacy

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:59.673359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.776871Z digest=sha256:ef54e3c030fd738af81ccd382fc4929b293053e920689cacbc2d40dcded7e82f

Observation 513e64a6-74c9-4ee2-b981-f4831e4ee9da · outbound

This paper cites Inverting gradients-how easy is it to break privacy in federated learning? Advances in neural information processing systems, 33: 0 16937--16947, 2020.

PASS: Private Attributes Protection with Stochastic Data Substitution Inverting gradients-how easy is it to break privacy in federated learning? Advances in neural information processing systems, 33: 0 16937--16947, 2020

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:46.883591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:46.883591Z digest=sha256:f82d2b6d3323996a75f56377024cf732fcaea15b0311e8eef19ebe75f85b0ae5

Observation 12c31a2e-01eb-4ade-903c-a9985ad2b62b · outbound

This paper cites D., Fedorov, A., Lavoie-Marchildon, S., Grewal, K., Bachman, P., Trischler, A., and Bengio, Y.

PASS: Private Attributes Protection with Stochastic Data Substitution D., Fedorov, A., Lavoie-Marchildon, S., Grewal, K., Bachman, P., Trischler, A., and Bengio, Y

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:59.428928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:46.975802Z digest=sha256:50ae7b1ee9994b75bd3ab4add5b147df44b1ddc33987ca0977b999041ecb4556

Observation 599e66a4-4d88-4734-9008-d25445aebca3 · outbound

This paper cites H., Lakhotia, K., Salakhutdinov, R., and Mohamed, A.

PASS: Private Attributes Protection with Stochastic Data Substitution H., Lakhotia, K., Salakhutdinov, R., and Mohamed, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:59.049478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.082106Z digest=sha256:cfe2491e43f497ae2d3483a6be851e3adbe103893d9441f86e60cdc97d712460

Observation 19e9e7cc-9bd8-4478-b6bf-54326a95fc46 · outbound

This paper cites Generative Adversarial Privacy.

PASS: Private Attributes Protection with Stochastic Data Substitution Generative Adversarial Privacy

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:47.229782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:47.229782Z digest=sha256:0ef52c10d1e2d653f9e04425832aaa7836dbf80faeef5aefd5a80993353e0be8

Observation 50f9e028-9839-49cf-9c9e-7e5bd05990f7 · outbound

This paper cites Evaluating gradient inversion attacks and defenses in federated learning.

PASS: Private Attributes Protection with Stochastic Data Substitution Evaluating gradient inversion attacks and defenses in federated learning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:58.756551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.309650Z digest=sha256:1d12c531ae6a3c67998fa1339590a4b375c68962aad2ffba6046e8b1f514c799

Observation f5dba485-97ec-4ece-bef4-d9ac0ab0dba9 · outbound

This paper cites Adversarial examples are not bugs, they are features.

PASS: Private Attributes Protection with Stochastic Data Substitution Adversarial examples are not bugs, they are features

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:58.446198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.478319Z digest=sha256:2cb31e019fc6c25d014bae4dcab8276fd74aba1f20b3b1e0e31ac5ff3553f074

Observation fd099bb1-218b-4cf7-b8b8-913527c4e8bd · outbound

This paper cites and Gong, N.

PASS: Private Attributes Protection with Stochastic Data Substitution and Gong, N

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:58.211269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.616751Z digest=sha256:4bff47d833a73be3d8065f822517654f853771dd7366babab407c6f61ef0518c

Observation cd5f5c2e-64be-4f5c-a7bb-4bb388a7893e · outbound

This paper cites Let it snow: Adding pixel noise to protect the user’s identity.

PASS: Private Attributes Protection with Stochastic Data Substitution Let it snow: Adding pixel noise to protect the user’s identity

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:57.946088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.707567Z digest=sha256:15aa1beabe2bb307fb9427686578b6ec4d27da46d40fe94b008571c3bdaa09a8

Observation ac626c32-130f-43ad-bf8d-f26559d74f5c · outbound

This paper cites P., Lee, H.

PASS: Private Attributes Protection with Stochastic Data Substitution P., Lee, H

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:57.738764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.822525Z digest=sha256:5fcf106083bce0d44c561616fbce732f6c7d70289f37e7d5959dea0a03bc1c54

Observation a3352e8e-3ce9-441b-ba5f-e3b48eae9664 · outbound

This paper cites Automatic speech recognition using advanced deep learning approaches: A survey.

PASS: Private Attributes Protection with Stochastic Data Substitution Automatic speech recognition using advanced deep learning approaches: A survey

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:57.483364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:47.964571Z digest=sha256:5681909d1ef6fb5da4365efd3c34e7ea19a37c84a7ba498722fd2035aae8e75d

Observation 78ee8b91-b10c-4cfe-a364-1e8b0e6d54bc · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:48:57.197543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.111377Z digest=sha256:3403d6c14990b5c5608ed8f611f13bcb7647e79439774c209e07bc588c54cfe5

Observation 6ddd66af-c7c2-4c7e-8b91-68804c6edad0 · outbound

This paper cites and Nagahara, H.

PASS: Private Attributes Protection with Stochastic Data Substitution and Nagahara, H

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:56.962395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.190740Z digest=sha256:b8836a52072b306f293befa3419b2a8058d539b4455b7b4dad580037cd4a6010

Observation b5e5e2c8-8bb6-4c04-9f35-94ab6eb18d97 · outbound

This paper cites t-closeness: Privacy beyond k-anonymity and l-diversity.

PASS: Private Attributes Protection with Stochastic Data Substitution t-closeness: Privacy beyond k-anonymity and l-diversity

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:56.663638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.306506Z digest=sha256:725c3de77b5b25a34c07d2ff87402e0c537f236421b421cfc66bfc0d9324d338

Observation b94a5f1d-e531-4894-a786-4aed5f6fc09a · outbound

This paper cites Deep learning face attributes in the wild.

PASS: Private Attributes Protection with Stochastic Data Substitution Deep learning face attributes in the wild

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:48.425121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:48.425121Z digest=sha256:1daf59bb72fb3174ae213bcb8caa04e83a666e195eecc48c2a1452a7f9fa9805

Observation eed1b9b9-9c3b-4ef3-8294-851a15df9e69 · outbound

This paper cites and Hutter, F.

PASS: Private Attributes Protection with Stochastic Data Substitution and Hutter, F

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:48.576146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:48.576146Z digest=sha256:ce399fde2203e13089b589b95e463bbcf816e062b64120074a1ba3f7c82dfcd0

Observation ffe8fe26-ee75-47ff-815b-eaed709f3344 · outbound

This paper cites Learning adversarially fair and transferable representations.

PASS: Private Attributes Protection with Stochastic Data Substitution Learning adversarially fair and transferable representations

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:56.469758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.665920Z digest=sha256:17cd847b4d4260ba536450cf897f2e068bbc078cf3c66260e99617b2dcaa2149

Observation 54f9f0ef-68ab-4299-a794-2ad027d287f1 · outbound

This paper cites and Lee, S.

PASS: Private Attributes Protection with Stochastic Data Substitution and Lee, S

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:56.273856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.823400Z digest=sha256:64c178c60d2c63f754eab1630b701c61fb6fcb2aed60c4a3cdd3e9aa4cca1032

Observation 81ae33bb-e5f3-4d87-af68-4697f539bc09 · outbound

This paper cites From the information bottleneck to the privacy funnel.

PASS: Private Attributes Protection with Stochastic Data Substitution From the information bottleneck to the privacy funnel

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:56.111245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:48.939467Z digest=sha256:809bc731b2eb08177cb86754d195ac24979990c3fa1371eb9cdc7c705efd1679

Observation c71fb6fa-543d-44a4-b6b2-8cc30959f255 · outbound

This paper cites G., Cavallaro, A., and Haddadi, H.

PASS: Private Attributes Protection with Stochastic Data Substitution G., Cavallaro, A., and Haddadi, H

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:55.959140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.090095Z digest=sha256:1eea97784a0d3275c5f8c57c7bce83395fab3277fb3cd1ef596cdb24a37c7239

Observation 77e663cd-7617-47a6-b70f-9b333b66f242 · outbound

This paper cites M., Javed, A., Irtaza, A., and Malik, H.

PASS: Private Attributes Protection with Stochastic Data Substitution M., Javed, A., Irtaza, A., and Malik, H

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:55.751149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.163260Z digest=sha256:faeb79573ad0d05d948118e737434795f7efdd9857a128bf69f1c123b1efb9bd

Observation 46c8f1a5-61c8-497e-8137-5e8b5f2eac68 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

PASS: Private Attributes Protection with Stochastic Data Substitution Representation Learning with Contrastive Predictive Coding

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:49.310145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:49.310145Z digest=sha256:08f5b1bf2581aac139a9c2c97b7853f118214544e6453f46ada48c9a162b3b35

Observation 1a0155fe-a05a-4f79-bd3d-7dd06f878ee9 · outbound

This paper cites Big data set privacy preserving through sensitive attribute-based grouping.

PASS: Private Attributes Protection with Stochastic Data Substitution Big data set privacy preserving through sensitive attribute-based grouping

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:55.515270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.400412Z digest=sha256:579797e7251af7f9e0ca714269ca038a92fb4ba0a5b0635da4e427944832a6af

Observation f47ada69-1f1c-4547-b862-484537943446 · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:48:55.222623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.499625Z digest=sha256:2df60065bb1c322ad108476d4d2a5b1dd8cae8d0146e0140553896712cd1a08c

Observation b3182279-93f6-43b3-a6bd-3a07b110a2c2 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

PASS: Private Attributes Protection with Stochastic Data Substitution U-net: Convolutional networks for biomedical image segmentation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:54.955174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.634768Z digest=sha256:c69c5b2fe30779ca88551429bbf92650bb29721a2648250915ff5f88e1452265

Observation c8bd6168-b6b7-4d08-a2ec-78dc0ce79805 · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:48:54.650624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.779914Z digest=sha256:6a4f8a3a31d6a6dd1bd6a7835e5ddfff7061e809a0c53afc01334ace32b3477a

Observation 4067c71b-3c96-4f85-9a6c-8f829fa478d5 · outbound

This paper cites and Sweeney, L.

PASS: Private Attributes Protection with Stochastic Data Substitution and Sweeney, L

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:54.397693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:49.884937Z digest=sha256:681d0f8344c5e5f1cc2a49bb54497842172a527bb64d0b69bca36bcfdcd2a994

Observation 1ee7dc71-39cb-4833-b1b0-f1321ccf7c61 · outbound

This paper cites H., Navab, N., Eslami, A., and Albarqouni, S.

PASS: Private Attributes Protection with Stochastic Data Substitution H., Navab, N., Eslami, A., and Albarqouni, S

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:54.175917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.004146Z digest=sha256:01e1ef037bd689c57e5252fffe2b50d213b84d506bbc47ac6bf698d40d12dd18

Observation 7b279ecd-42cc-4db4-9e7c-f94a67310725 · outbound

This paper cites Facenet: A unified embedding for face recognition and clustering.

PASS: Private Attributes Protection with Stochastic Data Substitution Facenet: A unified embedding for face recognition and clustering

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:50.143779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:50.143779Z digest=sha256:4fb6db3c0dd9a16b2f68fc8fadc2411a16ae6400e1dbe3c31bf31ed7e632fcea

Observation 1b49a057-de9a-4fa1-933c-749ca6c4d78e · outbound

This paper cites The role of artificial intelligence in healthcare: a structured literature review.

PASS: Private Attributes Protection with Stochastic Data Substitution The role of artificial intelligence in healthcare: a structured literature review

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:53.987822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.230021Z digest=sha256:ebb817a0a01aa9d7f4b63d4a82f1dd8d70836da11ef38a2b7c63f1b41a5faa2a

Observation 52703e56-5630-4a36-a4a4-a95b84de3e97 · outbound

This paper cites Anonymization of sensitive quasi-identifiers for l-diversity and t-closeness.

PASS: Private Attributes Protection with Stochastic Data Substitution Anonymization of sensitive quasi-identifiers for l-diversity and t-closeness

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:53.737125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.336796Z digest=sha256:9c38d9b9be8c7a98c5172065cbbaf11402849aafeea10c14d2e8abfdcaecbfff

Observation 46a90a3a-0ffe-49c5-9830-cad56e476e7e · outbound

This paper cites A new method of privacy protection: random k-anonymous.

PASS: Private Attributes Protection with Stochastic Data Substitution A new method of privacy protection: random k-anonymous

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:53.534875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.448915Z digest=sha256:29172949c25b40a6ff28477e6ee504e856979446e21ed47e1075ee0ebb35e1c8

Observation cd39b5c0-f7cf-4f64-944b-715f9d09f8bf · outbound

This paper cites Human action image generation with differential privacy.

PASS: Private Attributes Protection with Stochastic Data Substitution Human action image generation with differential privacy

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:53.270651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.585165Z digest=sha256:2aff353a04e8692706891132bcc3b83b539b00041866b928b4fbc9d8614dcb27

Observation 3ca6334b-e298-4d46-946e-b698bf4ffbdd · outbound

This paper cites The information bottleneck method.

PASS: Private Attributes Protection with Stochastic Data Substitution The information bottleneck method

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:50.689679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:50.689679Z digest=sha256:e444aa38700469780e934558b13a1297c4a44d35fd5a743a287ac2ab6b76363b

Observation a96a134b-b807-4599-b1c2-73f738ef25eb · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:48:52.994005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.821375Z digest=sha256:b8da2671f8118027acc0215e57392a93f4fa6edf0f17b971b66101e00363d916

Observation c461d084-751d-4f97-ad8e-044226a361e5 · outbound

This paper cites Using randomized response for differential privacy preserving data collection.

PASS: Private Attributes Protection with Stochastic Data Substitution Using randomized response for differential privacy preserving data collection

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:52.784874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:50.954318Z digest=sha256:610c92fd1b46f91ae374e501343b1f34f149f471784a4ba446c507c4c429f4da

Observation 5f33f154-a424-4b6c-88b6-520e1e878164 · outbound

This paper cites an unresolved cited work.

PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:51.106506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:51.106506Z digest=sha256:0e56de842146bf32be3c7a6ae3f922d2b872377dc2c3d1baee0ea99662a0e4de

Observation 16941aa2-7ea8-4f00-b808-2d05cadab915 · outbound

This paper cites Privacy-preserving deep action recognition: An adversarial learning framework and a new dataset.

PASS: Private Attributes Protection with Stochastic Data Substitution Privacy-preserving deep action recognition: An adversarial learning framework and a new dataset

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:52.578631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:51.248874Z digest=sha256:5c435eab5319a78e23e58c7252caf564dcf2ef7bbb45081566757558cde5d7b4

Observation 5c104b30-5dff-4dc2-a08f-a430bed1a04f · outbound

This paper cites DP-Image: Differential Privacy for Image Data in Feature Space.

PASS: Private Attributes Protection with Stochastic Data Substitution DP-Image: Differential Privacy for Image Data in Feature Space

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:51.373427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:51.373427Z digest=sha256:1d60ddb12732f027c53ac316a689e7cc5b304aa8de7459b29a3b87637e345343

Observation 27f51cfa-289a-4207-a9a3-7a2c609ff2d9 · outbound

This paper cites Local differential privacy and its applications: A comprehensive survey.

PASS: Private Attributes Protection with Stochastic Data Substitution Local differential privacy and its applications: A comprehensive survey

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:52.290076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:51.513924Z digest=sha256:2d3fa20d66089c4f76a31468337a1b52628902099f1f763a209c1ac21d5b899d

Observation a05929be-a2e2-4ca4-9065-5f7d0dc151b7 · outbound

This paper cites S., and Fritz, M.

PASS: Private Attributes Protection with Stochastic Data Substitution S., and Fritz, M

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:48:52.078700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T05:48:51.635690Z digest=sha256:4a6f7d42da8a9c336d7005073471519d8e485ccb98795e9b8b34fdd6b2149898

Observation 35f6160b-438e-4134-b786-9ff3556a520d · outbound

This paper cites Differentially Private Releasing via Deep Generative Model (Technical Report).

PASS: Private Attributes Protection with Stochastic Data Substitution Differentially Private Releasing via Deep Generative Model (Technical Report)

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:48:51.751923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:48:51.751923Z digest=sha256:d5c9b1d5f586b9f1a50d344c43212cd1d7c3b2bcc79d11ec9808124beba4c3b3

Pith citing papers

No inbound Pith citation observations are available.