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Paper Citation Record · LEDGER

Evaluating the Dynamics of Membership Privacy in Deep Learning

As of 15 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 2026-08-15T06:32:42.880941+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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.870657Z digest=sha256:45f17533df7204d8552726e1086c4cdbd0515f7e21fde032fc890ce47388fff5

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

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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:d7841a0e85451c8da37f94d97ab2b0aa4f47a67e10fe1dfa68c1f05a92b80c51

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.880468Z digest=sha256:28bea5ce93dfdf0b80a86afcd618093307fcc97148637bf074162310b505fff5

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

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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:dd91ae6c7dd3de704cef8074794856c9c15f77c0897b29afb8726e831ad3a375

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.890158Z digest=sha256:7a4df4834c7a610daee8966c0db12d178d4be6287e64b6f028b803a9b7ae58b6

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.894582Z digest=sha256:99c5466b26e7772f92132b7f5455c429a1effc8996e6c96db600318737756362

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
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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.899939Z digest=sha256:2be9074ea531f5c0247df46ac3db4578c4eae530dfb5df8c5aae06a4f483eb49

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

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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=sha256:573793e0b7c9175f5aaafbc33c4378df8438ca006b6926cde68519e2eee24594

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.909020Z digest=sha256:c56af004b7d91172e881f50677ed5de84d68b6bfb58d7057de4ca209226394c7

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

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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=sha256:329088d475a7a3f86072274c100985101e16cf7febede076682aeac8e73ddeb5

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

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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=sha256:983c5f8d93d9522b84e879572100e364db014dd6289ed1e713b44bf38595dc20

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.923229Z digest=sha256:782d7a9706f7b5906ecd034ed69a6a8748d4db6985fe78763f6dcfec1f06e401

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

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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=sha256:6ad456f38238a8dc47ee108b5817457dcef6d5adbe5feb298a1e62cff29fdd86

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.932193Z digest=sha256:366b8e870d960523b25ab3e39118b60b3a02a05dbf98c8175784696a297dab9d

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

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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=sha256:68329603c1f30435281e2662cdfa0065ee9bf9c93ffc01e832a29e66a8ac9d1a

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.941053Z digest=sha256:e1f7381415eab5c2ce7d311f88d99acb38e5f543510aca794d316f95b8e73ebe

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.945223Z digest=sha256:309ffce0998c7dadc1ebd3b51f5639eeabbe19b31a06e2af6bf305384c356829

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.949761Z digest=sha256:327c22388f73d821a58798554774148a691afd3d262d2e6ac05cf41c81e3893d

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.954146Z digest=sha256:ca4f0728c35f36c335976400209bf2893685f233c78bf3de8ce822fe5519cf1f

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.958758Z digest=sha256:00f9377e8457cb288465f7bf01534a374e5ea5e86913d2039e1d8541a6c0cfeb

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

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T10:58:05.962975Z digest=sha256:92ee4fdd40bd5b7683a4e3f1ec7b8fd462c5bd1dda3656da704f506dcbc2041e

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

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source=arxiv_source observed=2026-08-06T10:58:05.967606Z digest=sha256:a1765e0c5f0c12a94874963be02197a5ab58432e3c535ae548b1845c85937aec

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.972111Z digest=sha256:bdfdf588618235ab5702bd088ff1268e9b35bb587a5cf31476ac60080bc067e0

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.976320Z digest=sha256:0b8364072c56e24f5c282af135f2408b21a783874d3ac8743f8268b8f772bcb1

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.980637Z digest=sha256:28761162892171427621a0491c6a2326647838b15555a5d2736785d9226a82c6

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:05.984913Z digest=sha256:d1f89a30e4760790a675f386a7f224dad74887a39784bc6eaf425f3877e63afa

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:05.989078Z digest=sha256:25ac3e6841ab30a68ee6c6f27a7c4e91177dd2cff54780ba2d41f5ad3dbe1358

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

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

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source=arxiv_source observed=2026-08-06T10:58:05.993667Z digest=sha256:c92f0611c4aa0d363c95a0bbe2a1227638cf941404516b33b0007bc21927a9d1

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

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source=arxiv_source observed=2026-08-06T10:58:05.998036Z digest=sha256:d7077339276673ad5902fe4f346f2b3d90f5610ce3053c8e0deb3f8ff74882d8

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

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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=sha256:78d18fbce9aae93118f58e79a8dea66bb58903393ad600fac8b95f37abc21971

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.006595Z digest=sha256:3e4b66d9f501edb39785143d1c0d47f2aa7a677a95a9ae51bb7e17514a2b1cb8

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.010647Z digest=sha256:ce76d80a6640d6d4961afa140fb7364b957757255f9eda5188b59cabdb278829

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.014898Z digest=sha256:7dcd782e62fc3c88fcc8e020086f188da5b379dd924ceace445aed238e200269

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

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source=arxiv_source observed=2026-08-06T10:58:06.019008Z digest=sha256:b83b36c61d5d7c6323794deaccbb4cf45aa5b699acf60689dbe668b91ec4ab62

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.023482Z digest=sha256:fb820137f08e4a0ef25594c12c9d35aae6c466fdcb398780c52a05fbc5190b1e

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

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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=sha256:5d78771d2af7a3b9a1701f7e1fa3245b0b99c513054408565942eea24aaa5373

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.033575Z digest=sha256:c6fea0f9f09c6e362868ee49c232eca8d67f1d50d888a602042180042624cfd8

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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

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Source-reported events for the cited work

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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

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source=arxiv_source observed=2026-08-06T10:58:06.068483Z digest=sha256:ced0009d4148903f5c1e7554c8ccc58461a5b89dd3763ff52f328f0749067b69

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

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

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source=arxiv_source observed=2026-08-06T10:58:06.072661Z digest=sha256:8bd430945de28c46441b58f2b5283c63c3c37313ccd3a4266f41ff1e5936f1f6

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.077082Z digest=sha256:86f75d3fbcd6c1925fce790d879c37d20d5d73143c7faf9ba5e77798432ab4fe

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

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

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source=arxiv_source observed=2026-08-06T10:58:06.081119Z digest=sha256:bed131e753a470f7cf7730668c27168128b91978217152989dcd9e943cfc346d

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

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source=arxiv_source observed=2026-08-06T10:58:06.085663Z digest=sha256:6d0b6792b9a6415a0c8b30b4bb04b1836a83a63b7780a778893f51b7cbdb8361

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

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.090088Z digest=sha256:e440969b64c3e7b9d326c5ee7c381acfb0581082d3d11f95c5102557d43be3c0

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

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T10:58:06.094314Z digest=sha256:5ba476c747201f0c7fda3cc3141e34e436a3080d082639bd91c894b05b73076c

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T10:58:06.098901Z digest=sha256:f8b5bdbfabeeccd33402b19553f9fe8703a0af8a1a6e9e0e29273f13d725b87c

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:58:06.103133Z digest=sha256:54797e912d27e636086a7f06e12ea313446550a75c613617318405f1ea07d82d

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

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source=arxiv_source observed=2026-08-06T10:58:06.107943Z digest=sha256:2f50cd0617209e9bdc54b775ab128dd3f9cd2fe50b41378287da4af8b35b6300

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

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