Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:48:51.751923Z
Paper Citation Record · LEDGER
As of 8 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:48:51.751923Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fa141214-8a3b-4f47-aa43-5e5907e1f539 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fcc492a-e2d9-4577-b4a0-63d98b580132 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution B., Mironov, I., Talwar, K., and Zhang, L
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0899f596-b926-4831-a996-47e74f492e01 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution M., El Ammari, A., and Hammami, H
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d293a011-2b27-4363-a2fb-7e79972b6ee3 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution A., Fischer, I., Dillon, J
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e679c51-2cf5-4e76-8d55-896f2868843d · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 205ae24f-3f83-42d8-9857-9a80ac2c27a4 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8767dc8b-a32c-403b-bb79-0b98a254b309 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1113e959-7e1f-4f12-8213-4961c09bca40 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Adversarially learned representations for information obfuscation and inference
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 797fd544-2cc2-4593-9917-2bf2eb79a89e · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution A review of privacy-preserving techniques for deep learning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8b8d3a2-d2e9-420c-80ee-5e813934dbe9 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Swin-unet: Unet-like pure transformer for medical image segmentation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e724d202-8d25-4989-8eb1-e552d36a6cc0 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Wagner, D
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76007746-e64a-4654-852a-9a78f5e91ecc · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution On Evaluating Adversarial Robustness
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2104866c-f2c0-43ce-8cfc-6e974d55bb1b · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Membership inference attacks from first principles
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00c4acfc-8d66-48de-bf66-96969b2f5527 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Haas, C
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 53c1a912-8d87-4f77-be6a-00a422931b7e · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Mukerjee, R
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1f914baa-cd79-45bc-8519-23012109c071 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution A simple framework for contrastive learning of visual representations
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 948408b6-9817-4012-98a9-e3f2417c60f2 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5bf6a3f6-fa81-4529-bcb0-904336c0821c · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a558c1a4-f5fe-44b3-b7aa-6cb4115188fa · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution R., Chen, C., and Shah, M
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7d935e61-3ba1-4a42-bc4f-3ece7f79c6f6 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Calibrating noise to sensitivity in private data analysis
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13fb3f6f-0f8b-4837-a5cd-b1a8b6f472cf · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution The algorithmic foundations of differential privacy
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eaf7528f-0a96-48a7-8b7d-58ae8af99271 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Storkey, A
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a0c8b48-0147-4d3c-8da5-babd93baba0c · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Image pixelization with differential privacy
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 513e64a6-74c9-4ee2-b981-f4831e4ee9da · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12c31a2e-01eb-4ade-903c-a9985ad2b62b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 599e66a4-4d88-4734-9008-d25445aebca3 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution H., Lakhotia, K., Salakhutdinov, R., and Mohamed, A
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19e9e7cc-9bd8-4478-b6bf-54326a95fc46 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Generative Adversarial Privacy
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f9e028-9839-49cf-9c9e-7e5bd05990f7 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Evaluating gradient inversion attacks and defenses in federated learning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f5dba485-97ec-4ece-bef4-d9ac0ab0dba9 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Adversarial examples are not bugs, they are features
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fd099bb1-218b-4cf7-b8b8-913527c4e8bd · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Gong, N
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd5f5c2e-64be-4f5c-a7bb-4bb388a7893e · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Let it snow: Adding pixel noise to protect the user’s identity
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac626c32-130f-43ad-bf8d-f26559d74f5c · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution P., Lee, H
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a3352e8e-3ce9-441b-ba5f-e3b48eae9664 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Automatic speech recognition using advanced deep learning approaches: A survey
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 78ee8b91-b10c-4cfe-a364-1e8b0e6d54bc · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ddd66af-c7c2-4c7e-8b91-68804c6edad0 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Nagahara, H
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5e5e2c8-8bb6-4c04-9f35-94ab6eb18d97 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution t-closeness: Privacy beyond k-anonymity and l-diversity
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b94a5f1d-e531-4894-a786-4aed5f6fc09a · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Deep learning face attributes in the wild
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed1b9b9-9c3b-4ef3-8294-851a15df9e69 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Hutter, F
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffe8fe26-ee75-47ff-815b-eaed709f3344 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Learning adversarially fair and transferable representations
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 54f9f0ef-68ab-4299-a794-2ad027d287f1 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Lee, S
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 81ae33bb-e5f3-4d87-af68-4697f539bc09 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution From the information bottleneck to the privacy funnel
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c71fb6fa-543d-44a4-b6b2-8cc30959f255 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution G., Cavallaro, A., and Haddadi, H
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 77e663cd-7617-47a6-b70f-9b333b66f242 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution M., Javed, A., Irtaza, A., and Malik, H
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46c8f1a5-61c8-497e-8137-5e8b5f2eac68 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Representation Learning with Contrastive Predictive Coding
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a0155fe-a05a-4f79-bd3d-7dd06f878ee9 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Big data set privacy preserving through sensitive attribute-based grouping
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f47ada69-1f1c-4547-b862-484537943446 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b3182279-93f6-43b3-a6bd-3a07b110a2c2 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution U-net: Convolutional networks for biomedical image segmentation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8bd6168-b6b7-4d08-a2ec-78dc0ce79805 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4067c71b-3c96-4f85-9a6c-8f829fa478d5 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution and Sweeney, L
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ee7dc71-39cb-4833-b1b0-f1321ccf7c61 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution H., Navab, N., Eslami, A., and Albarqouni, S
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b279ecd-42cc-4db4-9e7c-f94a67310725 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Facenet: A unified embedding for face recognition and clustering
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b49a057-de9a-4fa1-933c-749ca6c4d78e · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution The role of artificial intelligence in healthcare: a structured literature review
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 52703e56-5630-4a36-a4a4-a95b84de3e97 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Anonymization of sensitive quasi-identifiers for l-diversity and t-closeness
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46a90a3a-0ffe-49c5-9830-cad56e476e7e · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution A new method of privacy protection: random k-anonymous
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd39b5c0-f7cf-4f64-944b-715f9d09f8bf · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Human action image generation with differential privacy
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3ca6334b-e298-4d46-946e-b698bf4ffbdd · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution The information bottleneck method
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a96a134b-b807-4599-b1c2-73f738ef25eb · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c461d084-751d-4f97-ad8e-044226a361e5 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Using randomized response for differential privacy preserving data collection
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5f33f154-a424-4b6c-88b6-520e1e878164 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Unresolved cited work
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16941aa2-7ea8-4f00-b808-2d05cadab915 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Privacy-preserving deep action recognition: An adversarial learning framework and a new dataset
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c104b30-5dff-4dc2-a08f-a430bed1a04f · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution DP-Image: Differential Privacy for Image Data in Feature Space
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27f51cfa-289a-4207-a9a3-7a2c609ff2d9 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Local differential privacy and its applications: A comprehensive survey
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a05929be-a2e2-4ca4-9065-5f7d0dc151b7 · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution S., and Fritz, M
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35f6160b-438e-4134-b786-9ff3556a520d · outbound
PASS: Private Attributes Protection with Stochastic Data Substitution Differentially Private Releasing via Deep Generative Model (Technical Report)
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.