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Paper Citation Record · LEDGER

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble

As of 23 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2506.13972.

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

pith.paper-citation-record.v1
2506.13972 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:30:35.318433Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

60 of 60 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved53
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 610ec816-edbb-4658-8d5a-20298aa070a8 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 1

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T00:30:36.654823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 1ec9f60c-4a5e-46d2-a0ef-f7e65eac29db · outbound

This paper cites Choquette-Choo, Hen- grui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Choquette-Choo, Hen- grui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:37.097594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:34.945071Z digest=sha256:4f7c391b90b3935754566fd590c61726f3634ac9b0f0c5181772e9f63ac341ab

Observation f28bdb06-8340-4d29-8fdd-e3ddb14c530d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.027676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.027676Z digest=sha256:7e3c14f718cfcbc30a341485e285776bfc0417a83f6784b58ce4ab7809d808d9

Observation 1dc9d55c-505a-4b90-a2ef-e92a3d709eec · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-07T00:30:35.032888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.032888Z digest=sha256:3d126d0ef013a5fff68b8f7ad516467c9686ecdc7bd815fdda352ffdb9cf9a6c

Observation d375861e-7058-4d76-b7cf-7c634a571744 · outbound

This paper cites RelaxLoss: Defending Membership Inference Attacks without Losing Utility.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble RelaxLoss: Defending Membership Inference Attacks without Losing Utility

Reference 5

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.037375Z digest=sha256:386da827f06894b00738754a3566d8a8268c479c5e5d2d7db4faccf665b20901

Observation 61c1271b-a651-48c6-a1ce-bc98aaccc7d8 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:37.063792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.043498Z digest=sha256:600f2f4fa630bc27286384f94e0f41addf45303fe690328ef6bec82d638f7546

Observation 5973ed6f-45bd-4d01-8c76-fbb479a2c91b · outbound

This paper cites Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.048880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.048880Z digest=sha256:e4ab46ad7d0df21b3dde0fa9a3b1a17627b071547329d3ce952d51ffba607618

Observation 5e7ec256-188a-4dcb-bfd6-891071275c74 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:37.046883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.053998Z digest=sha256:2457537ef1292445db9da6d2767b633f74ad8b0e7374ceae7618585325677f5c

Observation 70e6cf08-dc4a-4b82-a179-d8d1aea8ca75 · outbound

This paper cites Blind Baselines Beat Membership Inference Attacks for Foundation Models.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Blind Baselines Beat Membership Inference Attacks for Foundation Models

Reference 9

Resolution
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no resolver link, observed 2026-08-07T00:30:35.058644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.058644Z digest=sha256:146bc5c662e278fff88a98e581c0bf18fb3da0d2b56a130b87bbc85ba247f1eb

Observation 3f797671-79bf-41bb-821a-a5d6eba47522 · outbound

This paper cites Do Membership Inference Attacks Work on Large Language Models?.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Do Membership Inference Attacks Work on Large Language Models?

Reference 10

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no resolver link, observed 2026-08-07T00:30:35.063894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.063894Z digest=sha256:3d072c8ec43752ef5053ad3095d58bb5bd07f9eb4912625861c02ebcf5336ea7

Observation 20360cec-b22f-4347-9706-e928a3194446 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:37.030512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0cf1255b-44f2-4e4b-a0e2-83970c4f9ab6 · outbound

This paper cites Deep Ensembles: A Loss Landscape Perspective.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Deep Ensembles: A Loss Landscape Perspective

Reference 12

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source=pdf_text observed=2026-08-07T00:30:35.075133Z digest=sha256:ce54b2aa5eed49623a0a65edce8530564cfd67b02f99f6e4de7038066222b8fe

Observation 640c6c33-2cc9-4448-9456-d7a9db31eb59 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.081065Z digest=sha256:9cccb6db41fae310a5af8df4c1241dc4a1680ad9c168b6205bc09aebb8d5f14b

Observation a56cdcbe-8b92-4531-8061-5c8aeab9ce3d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-07T00:30:35.085511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.085511Z digest=sha256:9a84ecb852363187b90906ee049c7392af21e1791f2fff21099af4ed0b27229f

Observation 2c78279d-eac4-43bf-a4aa-370d815b6410 · outbound

This paper cites Gunter, and Nikita Borisov.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Gunter, and Nikita Borisov

Reference 15

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unresolved
no resolver link, observed 2026-08-07T00:30:35.090325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.090325Z digest=sha256:d4f8cad83b6fdc559022b9a5e256264d8f772d65e6052d7de12d062be815e15c

Observation 32686910-5f87-4033-9bca-febbbdd2c28c · outbound

This paper cites Deep Residual Learning for Image Recognition.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Deep Residual Learning for Image Recognition

Reference 16

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no resolver link, observed 2026-08-07T00:30:35.095375Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.095375Z digest=sha256:c32a17fd3554db8b344edacceefec65cb16c26ec6e44fd62c443adc68a761e70

Observation b7a0e285-aa58-4d5a-a165-1dee1550a40a · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Distilling the Knowledge in a Neural Network

Reference 17

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no resolver link, observed 2026-08-07T00:30:35.100493Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.100493Z digest=sha256:e0e4dd63fe6796fe6ee1b1c5ed838d8f618f95a27741aae3748b17d93c8ca242

Observation 983a8c79-a4b2-49bb-812d-9f42d7d722e1 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-07T00:30:35.105427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.105427Z digest=sha256:ab590d337c64637644d196de3143f7083a6785ccb0be179e6027639fd236af32

Observation 35ea8178-8806-4476-a7c9-97beaec3ca41 · outbound

This paper cites Membership Inference Attack Susceptibility of Clinical Language Models.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Membership Inference Attack Susceptibility of Clinical Language Models

Reference 19

Resolution
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no resolver link, observed 2026-08-07T00:30:35.110437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.110437Z digest=sha256:5b5ab487b57c6b7873c477f1c2f03d66110df4895fec3c14eb8c5112ac1901ae

Observation 6c9cc95a-619c-402d-bd91-f01b4aa622e6 · outbound

This paper cites MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:30:36.061207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.115811Z digest=sha256:a913695d767d97d9a97e2973559093dde53eed901c659fbfea53d9a65120e3cb

Observation 21be4664-730b-4605-bc9e-0757d500a7c2 · outbound

This paper cites PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.121023Z digest=sha256:174aaa44dc102c674fd078a588432961839f4fe4be304b8d6d6fba30257fcdd1

Observation c621b349-52f7-4029-8dab-4f69a8e2afd4 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.985994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 1340719e-297f-447f-b04e-f68a9f5ee859 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-07T00:30:35.131090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.131090Z digest=sha256:8f6560190b8bef9b2a61c9b531b18bfdf33d3b23d3420a3dad252bfcc6022a9f

Observation c2845df4-e4b4-494e-bf0b-16f64dc6cb90 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 24

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unresolved
raw_fallback, observed 2026-08-07T00:30:36.953402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 66d4dc13-faca-4192-b829-26cb0945f8b2 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.146192Z digest=sha256:11cb038d41e6303dc28dbcd17c93f8dbd6084bd708dc843797c4de096235f5d9

Observation 5ab2f6cb-e17c-4959-9280-61e44fe5c5af · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.934374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 09490554-2980-4148-bb98-e44ca1bf6e38 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.159682Z digest=sha256:c5ea83bf2206a747b9428e7c87aa2d17ecd0d46ae067dda497bb861e57c03aa6

Observation 7a15815e-5385-4e48-8f9b-15df7f861ef7 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-08-07T00:30:36.914823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 4e86dd55-d213-43f3-9807-6789d6cbee99 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.898240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 16570e50-8f69-49df-a279-07d8f8cb51b4 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-07T00:30:35.173924Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.173924Z digest=sha256:3326f5509abc101720f639ebe792ef78dd20e6cc22f175e12ca09ca237660466

Observation b41fa760-123b-4fa0-9e30-209774d48163 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 31

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no resolver link, observed 2026-08-07T00:30:35.178663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.178663Z digest=sha256:f22d57d7f580bb8f21bff4af483ddabe615a044093105d8c127ee0a15ba1aa04

Observation c2e43206-30d0-4567-9a71-daf5e13372a5 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.880423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.184397Z digest=sha256:be70b6f50d8753ca236e23fbde3ec571e58011a58528a1b95115526bc7e1f0be

Observation e3f11439-0c64-4182-aacb-f0bfd3f62cb1 · outbound

This paper cites Membership Inference Attacks against Language Models via Neighbourhood Comparison.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Membership Inference Attacks against Language Models via Neighbourhood Comparison

Reference 33

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no resolver link, observed 2026-08-07T00:30:35.189390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.189390Z digest=sha256:7e051a76d3aa1aee3e1e0d7a03d2a7d9efe71638a346bb6dbbe2c965d0c29ba0

Observation 1154c679-a32a-43c4-b899-bd859968a83a · outbound

This paper cites SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It).

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It)

Reference 34

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no resolver link, observed 2026-08-07T00:30:35.198739Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:30:35.198739Z digest=sha256:fc7303dc59ee2bae33953b863662c509ef6e6d0569bb35d9c6e80d09d94caa2a

Observation 974d3dbb-99e0-4b4e-a0ef-202e47782b1d · outbound

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

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Reference 35

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no resolver link, observed 2026-08-07T00:30:35.203591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.203591Z digest=sha256:2844ff1e139472cc108e74189d65f83d98ddfe41beaaad617e587fda264c2b04

Observation 21cae4b8-0c13-4fd7-8792-a722ed85eb7b · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-07T00:30:35.208679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.208679Z digest=sha256:078ecc2194ac39221fa463d820a7a6594ea298f9872f4a0d08cf3e120eded4b9

Observation 0c21a6a9-dc79-42ff-a347-9743a94e3a89 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-07T00:30:35.213380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.213380Z digest=sha256:0e017c9b82f506f6d43ecd528f5f187e0a206400758d1abc990af864a3672cde

Observation 1b3194d7-f479-4c2d-82fb-c80ca1b40fbd · outbound

This paper cites A Survey of Machine Unlearning.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble A Survey of Machine Unlearning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.217945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.217945Z digest=sha256:c9cff2e2c5e763d323fbf9681132e88960e4b5099265b0d434bd570b6cb9ec72

Observation 7160c6c9-b5db-4aee-906f-3834132e2c6d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.833692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.222467Z digest=sha256:31932399a0653293482892d010762eda360c631c9cd2df7b77cc2a52c739bf7f

Observation 2dc05295-4457-42f3-bbf5-a900f3aea6b5 · outbound

This paper cites Pedregosa, G.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Pedregosa, G

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.232095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.232095Z digest=sha256:318881d5fa62545d754cd0fd6fb5313ee24d9bafdc9b140515d382d8c16ba224

Observation acfe9788-45c1-4285-be20-266883add244 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.786993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.236440Z digest=sha256:a41ca9b82ded4242c03ab7e16cb095394c5f85ffcd151847e5eed252d60b1dcc

Observation 5011f930-c4dc-4908-bf1e-72e41152a20e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.769974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.241601Z digest=sha256:09367d6f9537325a5625d3540c0f26837c5e1c5ace02d344e96113e572e373ef

Observation 1f157c8c-32a5-43a4-9120-a23c27fc7314 · outbound

This paper cites MobileNetV2: Inverted Residuals and Linear Bottlenecks.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble MobileNetV2: Inverted Residuals and Linear Bottlenecks

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.245842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.245842Z digest=sha256:f45e453802757ef22c5cc6541f436209d50d662a37a0d0796e8b52351d1d12db

Observation d74065b9-3bfe-4be6-8c77-5cd4b2f18f97 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.752659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.250376Z digest=sha256:5cda15d1478d7b4f258bcb0fa84fe8d41b8857fd24688b3c31c880227b8d38a9

Observation 37eba7bc-7b1e-452c-9989-abfa3f50a623 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.254850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.254850Z digest=sha256:f36ebb5259a8e4231ab75eeb3d737674c46c5ffb8dabd2bf3299166cb7f458f0

Observation e02ccaeb-d8f2-4bd4-b674-cd8e3c48c1b2 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.723681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.258951Z digest=sha256:217be2fd0f139069b65894e47436718c76238b5cbcb217f735f4d3c9a124a9d4

Observation 84c8d8cb-a656-4a29-8177-064814869248 · outbound

This paper cites Silver Linings in the Shadows: Harnessing Membership Inference for Machine Unlearning.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Silver Linings in the Shadows: Harnessing Membership Inference for Machine Unlearning

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.263745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.263745Z digest=sha256:c0eb0fb18e1765b805c9c798451968a1c5dc9b0946a4ee4ba0eabf128a6acb34

Observation 0aa78e00-d65c-4078-b9d0-a02a44030742 · outbound

This paper cites Debugging Differential Privacy: A Case Study for Privacy Auditing.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Debugging Differential Privacy: A Case Study for Privacy Auditing

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.269575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.269575Z digest=sha256:b5dedb1e537310fbe447140704e07dc2019a480ff4d3bbc6d1c938d912dc4d5f

Observation 279abcc9-7d91-4e69-b38c-28ba8813441e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.707496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.274569Z digest=sha256:d83d9fa47c59c4d1c312d14ad6dde461bd5bef7d10a272f45c4fc1bbbbf9aa40

Observation 9e62bbbd-bcc7-4646-b2b4-d0c2b48f29b2 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:30:36.689113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.279803Z digest=sha256:36a0141897f8bb12818ffa4cf6065cbc530d1d1c4155440df5937c509541f412

Observation 11744d60-0378-4626-a401-e64f7e43b2e6 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.285058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.285058Z digest=sha256:329d02e9b61761a13922e5b4c69800abcc579b457b5ad3c8835e2c8ec80ae7a5

Observation 5b221806-385d-4379-8852-6b358ca33fc6 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 52

Resolution
malformed identifier
no resolver link, observed 2026-08-07T00:30:35.290875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.290875Z digest=sha256:63f60a90e71099e4c6477241ed1da2776672dbdbac50e713a675a056aadb73b7

Observation 48ceff5b-79e4-4335-8438-ad4ae7db21b7 · outbound

This paper cites A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:30:35.434943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.297223Z digest=sha256:3390fcc830a2338199b13a8b6a799d3fbee1c96f862f9546d02b1ee243537a20

Observation 7bd30d2e-8ac1-48e5-b172-6f477fc59ca3 · outbound

This paper cites Wide Residual Networks.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Wide Residual Networks

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.302849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.302849Z digest=sha256:c9c0d536c2fbda0d042a7504c5b23d10db32fd79fec8b166314a647a4a2b0a82

Observation e71a211c-794a-4ef9-a714-f617ad3d37d6 · outbound

This paper cites Low-Cost High-Power Membership Inference Attacks.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Low-Cost High-Power Membership Inference Attacks

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.308377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.308377Z digest=sha256:4068ca3fd4ca5ca29ccf4efe872cd6eab8c2a0ec3dd277f46aa0a43d3b955100

Observation 031ef1be-6e45-46b2-b94c-9973d3bad810 · outbound

This paper cites Membership Inference Attacks Cannot Prove that a Model Was Trained On Your Data.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Membership Inference Attacks Cannot Prove that a Model Was Trained On Your Data

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.313912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.313912Z digest=sha256:6054c4fbc25ff4cf114f999d8c07e0ae2d74c2bbee732dbf739f510d98808d43

Observation bfe5e028-da78-4919-bea9-a3edbf841fa7 · outbound

This paper cites Ac- quire Valued Shoppers.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Ac- quire Valued Shoppers

Reference 57

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T00:30:36.673084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.318433Z digest=sha256:03b474521aa25e5f8abca45cf0458cf410b379b8d31c1ce22f016f22a5f0295b

Observation 42eca4c7-3b59-4761-909e-9c0b20b72293 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Unresolved cited work

Reference 159

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.013106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.013106Z digest=sha256:95a4deb2de4edd42d7fd93d09c19549fe2b43fe8e3f9ec7ef4c4bf7afb5f6186

Observation 6603349b-2dd8-44ff-9837-a6b251d2247c · outbound

This paper cites In 2018 IEEE European symposium on security and privacy (EuroS&P).

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble In 2018 IEEE European symposium on security and privacy (EuroS&P)

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:30:36.817097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T00:30:35.227627Z digest=sha256:fce842e012375df2f97527e3dcbe7684fed5e98eea4f2f7fad8d2859d26ab360

Observation becacbd2-3666-47e4-8e07-1ae40a455b79 · outbound

This paper cites Towards Unbounded Machine Unlearning.

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble Towards Unbounded Machine Unlearning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.135760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.135760Z digest=sha256:3827dbcdb6fede3e7c824e285f7b7ffa3021f4af8be9a9755de39e1fb17733db

Pith citing papers

No inbound Pith citation observations are available.