Paper Citation Record · LEDGER

Automatic Calibration for Membership Inference Attack on Large Language Models

As of 17 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2505.03392.

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

pith.paper-citation-record.v1
2505.03392 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:59:23.388368Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy6
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbe88229-c560-45f2-8734-4ae596955c2b · outbound

This paper cites GPT-4 Technical Report.

Automatic Calibration for Membership Inference Attack on Large Language Models GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.217853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8566a314-1a00-47c1-b81d-f8792e2f9909 · outbound

This paper cites Biderman, U.

Automatic Calibration for Membership Inference Attack on Large Language Models Biderman, U

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.978673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a9820f9-6698-4056-99c5-86323e630e47 · outbound

This paper cites GPT-NeoX-20B: An Open-Source Autoregressive Language Model.

Automatic Calibration for Membership Inference Attack on Large Language Models GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.228167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b935c82-8a67-4858-b052-a66b9ab14745 · outbound

This paper cites Brown, B.

Automatic Calibration for Membership Inference Attack on Large Language Models Brown, B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.233689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ddee09-775c-4ed3-bf27-4f8f193086bf · outbound

This paper cites Carlini, F.

Automatic Calibration for Membership Inference Attack on Large Language Models Carlini, F

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.951250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8880253d-ebbb-4796-8628-72a014b8b550 · outbound

This paper cites Carlini, S.

Automatic Calibration for Membership Inference Attack on Large Language Models Carlini, S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.936717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b0cbd220-c0d0-4cfd-b62d-b38b91fbe7f3 · outbound

This paper cites Quantifying Memorization Across Neural Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Quantifying Memorization Across Neural Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.248585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e11f755b-cb71-4c2e-9730-8d6c48be95b0 · outbound

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

Automatic Calibration for Membership Inference Attack on Large Language Models Do Membership Inference Attacks Work on Large Language Models?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.253145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5090f76-7ab0-431c-b142-2fbbcd7d481d · outbound

This paper cites DE-COP: Detecting Copyrighted Content in Language Models Training Data.

Automatic Calibration for Membership Inference Attack on Large Language Models DE-COP: Detecting Copyrighted Content in Language Models Training Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.257965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75125afa-02e5-457b-9b94-ba5a3badffa4 · outbound

This paper cites Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration.

Automatic Calibration for Membership Inference Attack on Large Language Models Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.262606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a12037-5179-49c9-a940-39219c5b3664 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Automatic Calibration for Membership Inference Attack on Large Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.267012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1511b1d6-5aaa-46f2-8f1b-5a0afc7aabfe · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.919691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8bf764bf-1f6b-4689-8563-68a3d71239a0 · outbound

This paper cites Hyvärinen and P.

Automatic Calibration for Membership Inference Attack on Large Language Models Hyvärinen and P

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.902756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8f5ca02b-b10f-4a8a-96ea-bfebf19b68d5 · outbound

This paper cites Rethinking Machine Unlearning for Large Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Rethinking Machine Unlearning for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.280178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be28842-9d5f-42e0-abf1-ecd646853ada · outbound

This paper cites Probing Language Models for Pre-training Data Detection.

Automatic Calibration for Membership Inference Attack on Large Language Models Probing Language Models for Pre-training Data Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.284795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e685f33-c295-4cbc-ae59-cb00fca0e51a · outbound

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

Automatic Calibration for Membership Inference Attack on Large Language Models Membership Inference Attacks against Language Models via Neighbourhood Comparison

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.289212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0971cc-0206-453c-a2bf-585c950aa70f · outbound

This paper cites Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.293844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1568ac-8756-4f80-8989-5507582fc768 · outbound

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

Automatic Calibration for Membership Inference Attack on Large Language Models Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.298605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e226887-cc1b-4b54-82d7-f79f0fd13d12 · outbound

This paper cites Scalable Extraction of Training Data from (Production) Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Scalable Extraction of Training Data from (Production) Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.303725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b4d3f26-afbc-46bd-9b85-26a0b672b488 · outbound

This paper cites Proving Test Set Contamination in Black Box Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Proving Test Set Contamination in Black Box Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.308911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ada24e-8754-4c74-a8a2-0c93d4e1d269 · outbound

This paper cites Hijacking Large Language Models via Adversarial In-Context Learning.

Automatic Calibration for Membership Inference Attack on Large Language Models Hijacking Large Language Models via Adversarial In-Context Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.313493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e7d98d-3312-4184-84f6-3b4e887c5fd3 · outbound

This paper cites Learning to Poison Large Language Models for Downstream Manipulation.

Automatic Calibration for Membership Inference Attack on Large Language Models Learning to Poison Large Language Models for Downstream Manipulation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.318046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee546220-c15d-4d69-9539-21bab9ba65cb · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.886682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6682941-5e01-45dd-91c5-c89434e9e746 · outbound

This paper cites Detecting Pretraining Data from Large Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Detecting Pretraining Data from Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.327525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779f8527-4ced-40f5-b7a1-438e492026d3 · outbound

This paper cites Shokri, M.

Automatic Calibration for Membership Inference Attack on Large Language Models Shokri, M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.870013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 84450673-4b10-4be6-94b2-be4e8c1385f8 · outbound

This paper cites Steinke, M.

Automatic Calibration for Membership Inference Attack on Large Language Models Steinke, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:59:23.854089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e4ba6536-2c2b-4695-b997-c7e5afb608ae · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.839403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 21754fea-689a-4b14-85b4-9711bd73beb9 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.345433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc6c84a-6dfb-4e7d-8e54-a504f755ba4d · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.824172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ef9e5266-08a4-4e6c-bde1-a997a3826308 · outbound

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

Automatic Calibration for Membership Inference Attack on Large Language Models On the Importance of Difficulty Calibration in Membership Inference Attacks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.354249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e654e146-2ac3-4aa7-ba1b-0edcea69b414 · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.808552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7fd81ade-19f0-4630-b687-f8a3f60ea54e · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Baichuan 2: Open Large-scale Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.363382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98746da2-8c5d-4dce-9907-39f977b20fcf · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.368245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f474fa9d-72a4-4b58-8a77-8c57eb4593b0 · outbound

This paper cites an unresolved cited work.

Automatic Calibration for Membership Inference Attack on Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:59:23.781763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 48537f10-ac6c-4716-8f92-cfb63a8e34c0 · outbound

This paper cites Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.378428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f56fb6-641e-419b-9b38-a7066907df1f · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Automatic Calibration for Membership Inference Attack on Large Language Models OPT: Open Pre-trained Transformer Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:59:23.383943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49876dfe-dece-44e3-b0c7-4a02b78e18f9 · outbound

This paper cites Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method.

Automatic Calibration for Membership Inference Attack on Large Language Models Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:59:23.388368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.