Pith. sign in

Paper Citation Record · LEDGER

Evaluating the Dynamics of Membership Privacy in Deep Learning

As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2507.23291.

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

pith.paper-citation-record.v1
2507.23291 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:58:06.107943Z

measured 54 of 54 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 2026-08-04T11:23:10.478201Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 923392b3-fa7c-453e-b322-b27889bb53c9 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.867874Z

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=arxiv_source observed=2026-08-06T10:58:05.870657Z digest=sha256:907f3d4df73265b22f8767e03bef22a03065b434808f6e31d9b43dc1154cc73d

Observation 4545da31-bbf2-4054-b581-0bf7c3ee89b8 · outbound

This paper cites Machine Unlearning.

Evaluating the Dynamics of Membership Privacy in Deep Learning Machine Unlearning

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.875438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.875438Z digest=sha256:b3cc291d2a870f4007dd9c23d1dbd0d2e6abb163d3ccc9360938b720a13638f5

Observation 69b6bcc6-4c7c-477f-ab16-f2dd075c0d04 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.852631Z

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=arxiv_source observed=2026-08-06T10:58:05.880468Z digest=sha256:6b88c00715c8230ffdce4815384f908aea02a980e08e067eb2dd26f63155041e

Observation 9b28eba7-c13a-4bee-9d4f-f2ec909bf8a1 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.885478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.885478Z digest=sha256:c33f728e963d99e9631add7ce3515f7416b4e3790da638b710aa65ee1c2d9f7a

Observation 8c9aec1a-fef6-434c-9e4c-17f00d607e53 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.828480Z

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=arxiv_source observed=2026-08-06T10:58:05.890158Z digest=sha256:a46e5a49e3ceebb41805b1b8a3279fea35323bd647d845d5a4d06155387c240a

Observation d3bfa3d4-66e8-477b-91b6-2df6f82b63e2 · outbound

This paper cites Hide in Plain Sight: Clean-Label Backdoor for Auditing Membership Inference.

Evaluating the Dynamics of Membership Privacy in Deep Learning Hide in Plain Sight: Clean-Label Backdoor for Auditing Membership Inference

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:58:06.438577Z

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=arxiv_source observed=2026-08-06T10:58:05.894582Z digest=sha256:983218af183198ae2360009db2ead1c83613ddaee4d6edf797907bffaf6fd843

Observation 69042674-d7b6-4287-b09f-1bb0972829de · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.814916Z

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=arxiv_source observed=2026-08-06T10:58:05.899939Z digest=sha256:bde9bdbbb6367a5c7c276905a0f7ef2c28d22e9949ed30182f5c1243e823e5b0

Observation 8f6be4d6-4185-4b70-8131-1a17d9d2ab15 · outbound

This paper cites GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks.

Evaluating the Dynamics of Membership Privacy in Deep Learning GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.904245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.904245Z digest=sha256:582e80bb6a7fa615e04fa4ab867e62e3dbf2ec2efc417e18a21cbde75587ece9

Observation f6ec42d6-a169-46f9-b683-cba377cf9ab5 · outbound

This paper cites A.; Tramer, F.; Carlini, N.; and Papernot, N.

Evaluating the Dynamics of Membership Privacy in Deep Learning A.; Tramer, F.; Carlini, N.; and Papernot, N

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.801092Z

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=arxiv_source observed=2026-08-06T10:58:05.909020Z digest=sha256:8f72d788b1da619ef075005dfcf90f68a82fe9ba3214707058213f612b76c314

Observation 002a90e4-1c5b-4cfd-870f-b279f4bf1f8f · outbound

This paper cites Label-Only Membership Inference Attacks.

Evaluating the Dynamics of Membership Privacy in Deep Learning Label-Only Membership Inference Attacks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.913401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.913401Z digest=sha256:1abcf3e5122ab2f3ea8b82f3335f13e952ce3cdbda70b4aff379a7a4e6f77eae

Observation 45290094-4c4d-4abe-ad71-223b88965310 · outbound

This paper cites CINIC-10 is not ImageNet or CIFAR-10.

Evaluating the Dynamics of Membership Privacy in Deep Learning CINIC-10 is not ImageNet or CIFAR-10

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.918214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.918214Z digest=sha256:f19f2222d3c744bd76646170b8ce3b75719784b98fc29d16fc80050c30966da8

Observation b8ee3dbd-f8b0-4897-8643-639d400e7941 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.787884Z

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=arxiv_source observed=2026-08-06T10:58:05.923229Z digest=sha256:a69c0a0cb17e63e8a424b02e34109463b74a3c70698a56312b5e3ddb1a2fcf96

Observation ccf77055-ced0-4adc-a341-6c75e2fbf36d · outbound

This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.

Evaluating the Dynamics of Membership Privacy in Deep Learning Sharpness-Aware Minimization for Efficiently Improving Generalization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.927587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.927587Z digest=sha256:b62819af8b1524c19384d2ac8395b4b7f97531fcfed42d68c6e85db8942d1301

Observation 7e6dae47-4038-4cd0-9f6b-0fdc27a4c9ed · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.774079Z

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=arxiv_source observed=2026-08-06T10:58:05.932193Z digest=sha256:af7bae9466d767acf49dd7ac113e960f553a5d2c955dfa0505a8e303ee0183e3

Observation c8bcc295-e283-4dd9-a661-d9dfd683ef60 · outbound

This paper cites LOGAN: Membership Inference Attacks Against Generative Models.

Evaluating the Dynamics of Membership Privacy in Deep Learning LOGAN: Membership Inference Attacks Against Generative Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.936500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.936500Z digest=sha256:019aec858d69d14d48f248f2246e10b9cd7f95f3f98fe5c15c2914d88a3e8754

Observation 8ff8fedd-201f-414f-b253-5dc0720d5bab · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.760247Z

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=arxiv_source observed=2026-08-06T10:58:05.941053Z digest=sha256:0bdeb65525af9df4489bad6954c602aa26fdbbab430b66c57c050320f7726193

Observation 9e9e1838-5ab6-4e36-ac04-f4f064b3f62b · outbound

This paper cites S.; and Zhang, X.

Evaluating the Dynamics of Membership Privacy in Deep Learning S.; and Zhang, X

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.746671Z

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=arxiv_source observed=2026-08-06T10:58:05.945223Z digest=sha256:3d5f63c5894e2ca651f02ab99484db5accecb89b34f278ac223da4bca128fa27

Observation 37246641-0351-4c87-96f6-02498805e1a1 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.732812Z

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=arxiv_source observed=2026-08-06T10:58:05.949761Z digest=sha256:d06acb76303985ad3c557aac4c74c5d86dc331abdcbfbf46430adc3a4ce92091

Observation c92d886e-58e1-4895-a6bf-d8ad9a5ab377 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.719678Z

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=arxiv_source observed=2026-08-06T10:58:05.954146Z digest=sha256:2553fa93218554e4e3bbb9eb70500f371883dbfa8e457a346aeb8eeba8c1c4ba

Observation 7ed9addc-c50a-439c-a84e-981ad228abc5 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.706230Z

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=arxiv_source observed=2026-08-06T10:58:05.958758Z digest=sha256:24ceb17fdafaf0c6cc86539c753d449be94ea2a4f4a113e098bb86c67a0d334f

Observation a85b9404-e99b-4640-a951-f266ccb36ccb · outbound

This paper cites Revisiting Membership Inference Under Realistic Assumptions.

Evaluating the Dynamics of Membership Privacy in Deep Learning Revisiting Membership Inference Under Realistic Assumptions

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.962975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.962975Z digest=sha256:4ec3c1d89b41d674e4bac4794c91bd6425aae57ceb12386543c27de1be44ff6b

Observation fa4bdcb8-5bcc-4560-bf57-b462143da1ae · outbound

This paper cites Understanding Black-box Predictions via Influence Functions.

Evaluating the Dynamics of Membership Privacy in Deep Learning Understanding Black-box Predictions via Influence Functions

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.967606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.967606Z digest=sha256:df6b31a3e5d9c70f20b6d7a1c1a07e3a3eff2088253c93fcc10406fd2c09920e

Observation cef647bf-8e14-4423-a46d-60c7d3acda15 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.692407Z

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=arxiv_source observed=2026-08-06T10:58:05.972111Z digest=sha256:4176860bbb17399aae6ac74c7c6af531e8e7ea0fd456c7d757750ed359363a7d

Observation b9234480-35cc-46a7-bf5f-f6e1900036ca · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.678782Z

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=arxiv_source observed=2026-08-06T10:58:05.976320Z digest=sha256:146be8ace59945f2a7ea531a4bc383850564255ca346faeb2b16af0b050a867a

Observation 3b27be6b-699c-406d-ab92-f0b840df0812 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.665453Z

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=arxiv_source observed=2026-08-06T10:58:05.980637Z digest=sha256:994e4001b958aa1e3b668e52d633211c15432518f34c46111e24d4135efff499

Observation f634c7e4-3e30-468a-880f-6b27a84e6f89 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.652027Z

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=arxiv_source observed=2026-08-06T10:58:05.984913Z digest=sha256:c1d5e408e2599de34a9aa6b9d84ce4d8e893602689b23ec92c8ea9a90735f67f

Observation aa666abe-a35d-40e8-84bf-a130c53fef45 · outbound

This paper cites Membership Leakage in Label-Only Exposures.

Evaluating the Dynamics of Membership Privacy in Deep Learning Membership Leakage in Label-Only Exposures

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.989078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.989078Z digest=sha256:25aa1099a6672eee94adaf138266148c6944da6adec9e2aeb919fad90b14f0e6

Observation 0fd8fc14-88ee-4cdb-b76e-4ea8a2c1643f · outbound

This paper cites Understanding Membership Inferences on Well-Generalized Learning Models.

Evaluating the Dynamics of Membership Privacy in Deep Learning Understanding Membership Inferences on Well-Generalized Learning Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.993667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.993667Z digest=sha256:2d55263149a949cbc37b9936a466469b54dc4d25f7f69598884f62a11b28e111

Observation 073c8e11-53a1-4e43-884b-7793ca6d990a · outbound

This paper cites Decoupled Weight Decay Regularization.

Evaluating the Dynamics of Membership Privacy in Deep Learning Decoupled Weight Decay Regularization

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:05.998036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.998036Z digest=sha256:152eb94a85ba91a6a6799c50153d240d997b8438bef4a0c2f190aba609011df8

Observation 56dba173-eb39-4954-a8e3-e28425bb8b11 · outbound

This paper cites Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks.

Evaluating the Dynamics of Membership Privacy in Deep Learning Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.002264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.002264Z digest=sha256:c7d3513f7b89295496b0c5ee1b390241b24b948ef28cb626b858bf749c5c4953

Observation ff729686-e114-45ca-8276-58faf8f6dd09 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.639262Z

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=arxiv_source observed=2026-08-06T10:58:06.006595Z digest=sha256:0a5404e3e52d1a2f11838ea643044128f73e44e3521034c5dd44b54822b4625d

Observation c8576813-8144-408c-b821-3ab884ac88a0 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.625908Z

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=arxiv_source observed=2026-08-06T10:58:06.010647Z digest=sha256:bca0e053571069633a82a75f841fd09196bf508f3cceb04bdabd27bae0fde50e

Observation 1e1dabde-cac8-46d9-8586-e52c43998157 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.612241Z

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=arxiv_source observed=2026-08-06T10:58:06.014898Z digest=sha256:d980c685b56eedc74228c06201df53e9013b049168245ca1f5f01842b9640761

Observation 06f20047-2f6d-4890-ad5c-13d1dd5f0872 · outbound

This paper cites An overview of gradient descent optimization algorithms.

Evaluating the Dynamics of Membership Privacy in Deep Learning An overview of gradient descent optimization algorithms

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.019008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.019008Z digest=sha256:7297b7b8517e3c125186932e08d518a9926bafe68fe6d65b3dc7ee32c7058876

Observation 3f890b50-4312-407f-b371-0378502c2cc8 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.598558Z

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=arxiv_source observed=2026-08-06T10:58:06.023482Z digest=sha256:271f63179acdb1ff56c1c71b743a744ce7f1a0fddf74e5dc3f4f3b6e3e81fcca

Observation c8d0b5e2-f529-4993-9223-e26406ac1963 · outbound

This paper cites ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.

Evaluating the Dynamics of Membership Privacy in Deep Learning ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.028928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.028928Z digest=sha256:82e81ef93625b22d5ad7719ed8f60c22cf090bc726d22d9294cfe163f610455a

Observation 2df12a90-01e1-4ed4-8370-6702d1c429a4 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.585167Z

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=arxiv_source observed=2026-08-06T10:58:06.033575Z digest=sha256:89c9bf4cf80ca6d8999a03f52b3c7bb1206cefa6266ec71767d22e075d79d981

Observation 7ee740e8-4493-4a63-966c-eb424e5f697a · outbound

This paper cites Membership Inference Attacks against Machine Learning Models.

Evaluating the Dynamics of Membership Privacy in Deep Learning Membership Inference Attacks against Machine Learning Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.037996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.037996Z digest=sha256:6bcbbcf206d19d37f8cece6f11f7cc706fb8168d16fd3b4c2a185984fa1557f6

Observation 7d354d62-cb5b-4f0e-8366-2fe15ae6a2e2 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.571923Z

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=arxiv_source observed=2026-08-06T10:58:06.042336Z digest=sha256:9009e93b8b15fb9972575d43a16c9fea72c3ea2c5fbc91ac1c3e0a69839cc460

Observation 6f76d691-41dd-4f25-8e98-bb48df7876ae · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.558465Z

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=arxiv_source observed=2026-08-06T10:58:06.046621Z digest=sha256:9f4e7275ee22858b6c8c1ef219392a2cff7c5d621b41c839ef0960c7af6aeba7

Observation 345eb6d7-68f3-4e2c-b493-bd84c80e139c · outbound

This paper cites M.; Papernot, N.; Goldenberg, A.; and Ghassemi, M.

Evaluating the Dynamics of Membership Privacy in Deep Learning M.; Papernot, N.; Goldenberg, A.; and Ghassemi, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.543060Z

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=arxiv_source observed=2026-08-06T10:58:06.050809Z digest=sha256:acf68e5b30dded2dbfe9643751cc6aedafd906ba7a9e4b7933708eee2b37a105

Observation 24fa866d-22d7-4a59-a0af-c10dcc523423 · outbound

This paper cites An Empirical Study of Example Forgetting during Deep Neural Network Learning.

Evaluating the Dynamics of Membership Privacy in Deep Learning An Empirical Study of Example Forgetting during Deep Neural Network Learning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.059734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.059734Z digest=sha256:074c9ee4da981a74e1ee0dbd1cfb8fd7b0307c1f2656ea6ea7d84fdc91854f1c

Observation 9f8dfcd9-0d38-4c05-bad8-08d1cfc3f032 · outbound

This paper cites E.; Yu, L.; and Wei, W.

Evaluating the Dynamics of Membership Privacy in Deep Learning E.; Yu, L.; and Wei, W

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.528698Z

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=arxiv_source observed=2026-08-06T10:58:06.064101Z digest=sha256:4ef320cee3f841a4058abe469530739fa8076741cd992c85c239a7f798bb9862

Observation 0d6b4a36-0a9f-46f0-aba3-08feaf8f9ade · outbound

This paper cites On the Importance of Difficulty Calibration in Membership Inference Attacks.

Evaluating the Dynamics of Membership Privacy in Deep Learning On the Importance of Difficulty Calibration in Membership Inference Attacks

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.068483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.068483Z digest=sha256:9f45e479c2240a5b2ee5642639334f2ef1ee320fb6c3940196ae8ea76846bdc2

Observation 426a1ec1-34d4-4c44-8f76-11b8f8afc161 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Evaluating the Dynamics of Membership Privacy in Deep Learning Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.072661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.072661Z digest=sha256:d3881008686e8d8af2c688802abb55d05dd8078166ba9b656b9681c012abae17

Observation 1abfc3b4-f218-4191-a7fc-9bc48bfb0b67 · outbound

This paper cites K.; Bindschaedler, V.; and Shokri, R.

Evaluating the Dynamics of Membership Privacy in Deep Learning K.; Bindschaedler, V.; and Shokri, R

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.514807Z

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=arxiv_source observed=2026-08-06T10:58:06.077082Z digest=sha256:a6299a212b1dd549f6bbad6a1e44e4c898e2a131c0511b94d89abdacc099b709

Observation 549d4605-75da-4cfc-9357-21ed3b43440d · outbound

This paper cites Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting.

Evaluating the Dynamics of Membership Privacy in Deep Learning Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.081119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.081119Z digest=sha256:069da59c040589649a61a4ba7f077cf3cb4421991d96fd395fa9c520a3fb7202

Observation 9a71c8fa-275d-4f58-8623-13584e9faf4f · outbound

This paper cites Wide Residual Networks.

Evaluating the Dynamics of Membership Privacy in Deep Learning Wide Residual Networks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.085663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.085663Z digest=sha256:a3a62848b32dd57893d178bc40b25bd35ebdeed86e7374c5c53343d7abf77fe6

Observation e7a27174-d7b1-4576-8aac-8a3a8299a92c · outbound

This paper cites u hle, V.; Paverd, A.; Ohrimenko, O.; K \.

Evaluating the Dynamics of Membership Privacy in Deep Learning u hle, V.; Paverd, A.; Ohrimenko, O.; K \

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:58:06.501073Z

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=arxiv_source observed=2026-08-06T10:58:06.090088Z digest=sha256:2b8ac2cb397a7c6adeba1b98b25c3a5a0ec16ac6d1544de0d2672b22a9303a15

Observation cac595b2-1d42-4488-8aa0-59d57798c100 · outbound

This paper cites iDLG: Improved Deep Leakage from Gradients.

Evaluating the Dynamics of Membership Privacy in Deep Learning iDLG: Improved Deep Leakage from Gradients

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.094314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.094314Z digest=sha256:aea78d58fd64b0580dd9229c86760cae5878461c43d0eb567f6034e151b033e2

Observation 90f08c26-bdd2-42e9-90a9-7724125d0d79 · outbound

This paper cites an unresolved cited work.

Evaluating the Dynamics of Membership Privacy in Deep Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:58:06.486770Z

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=arxiv_source observed=2026-08-06T10:58:06.098901Z digest=sha256:c8f90ce3b3264e782c0dfe350238c54135864d1dc0ba3c392584e4a554c07820

Observation ee23bfb2-0395-4448-a25e-0902d1d6c842 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Evaluating the Dynamics of Membership Privacy in Deep Learning , " * write output.state after.block = add.period write newline

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.103133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.103133Z digest=sha256:3141517e4fa8f1193af2ec420be623a7b64a23cf96bc9fe01c0d98d479a02f41

Observation d65f2599-36c6-410c-a131-e2b8cac17d63 · outbound

This paper cites write newline.

Evaluating the Dynamics of Membership Privacy in Deep Learning write newline

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T10:58:06.107943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.107943Z digest=sha256:f6af41f21d7ae8c07dcc073a41ea5de5f8ff95f73ac91887a9f71a6b9eb6caf1

Pith citing papers

Observation ec55dba2-a01f-4865-bf65-1683e959af23 · inbound

Membership Inference Attacks on Tokenizers of Large Language Models cites this paper.

Membership Inference Attacks on Tokenizers of Large Language Models Evaluating the Dynamics of Membership Privacy in Deep Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T11:23:10.478201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:23:10.478201Z digest=sha256:a5518c5b146a9179f3d8d98ec13b6109df4ea348505f3245fbb02fbd3172ee2e