Paper Citation Record · LEDGER

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling

As of 22 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.17249.

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

pith.paper-citation-record.v1
2412.17249 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:42:46.629506Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

45 of 45 outbound references displayed

verified exact2
verified fuzzy12
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8345a2e5-cffb-44f9-ad0f-05867f25757b · outbound

This paper cites Jiang, N.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Jiang, N

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:46.519065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30974ae4-1605-4d6b-ae2e-9eb60d4516a9 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:47.058634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dfe89e21-acfc-4071-a460-3d9c9b7a03d5 · outbound

This paper cites Wang et al., ”Robust multiview point cloud registration with reliable pose graph initialization and history reweighting,” in Proc.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Wang et al., ”Robust multiview point cloud registration with reliable pose graph initialization and history reweighting,” in Proc

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:47.050878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c02a4b1d-fe12-4316-82b8-ddd27a50525e · outbound

This paper cites Wang et al.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Wang et al

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:46.527639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6053b91-4f45-4368-be53-32102ffddc64 · outbound

This paper cites Yu et al., ”Rotation-invariant transformer for point cloud matching,” in Proc.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Yu et al., ”Rotation-invariant transformer for point cloud matching,” in Proc

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:47.043860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ea1c15d-21d5-49bc-9fe2-5dafd5c77298 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:47.036855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 379df4cf-3cbc-43da-b667-6bf042fe644b · outbound

This paper cites Ghorbani, H.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Ghorbani, H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:47.030297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1596ea2e-0c02-43c6-a06e-8c23d884e8c2 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:47.023639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fa9a307-f13a-43ab-9911-31a3e7b0453c · outbound

This paper cites Fengguang, D.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Fengguang, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:47.016787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd8cd661-8faf-4f2b-9991-f4b48ce8cbf1 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:47.009997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 325e7035-3fe0-419a-aad5-e8bd8e5c82e1 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:47.003273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e80ea4c2-b7ba-4840-a745-b7863c534504 · outbound

This paper cites Xu et al.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Xu et al

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.996501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 412ca6a3-3b56-462d-8828-9d475438364c · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.989874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4140ef07-c137-437d-8a17-41f3710bb50e · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.982810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f80c5507-3ae5-435e-9ad1-88c56b9852f3 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.976312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0cd5337-d14a-4e79-b439-ae7c872c7287 · outbound

This paper cites Wu et al.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Wu et al

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.969687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 018cee80-5d4b-4ca7-8d85-b168382d3361 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.963044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fb5f47d0-6f36-4b0b-85ff-05d1833afb01 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.956122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ae1dd63c-c079-42ca-bcfe-609e913bd6c7 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.949040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1cb3b379-d3b3-4430-be0d-4dd2a8192188 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.941803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c620f099-483e-42f4-a3fa-31adf594a285 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.934950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2d067b7-5b6f-40ef-8e67-6bcc4914606c · outbound

This paper cites Huang, Z.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Huang, Z

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.926851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6c89b39-a114-4411-a019-207089de821a · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.919906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0addfe40-a7b4-4ee1-b97a-78685da5d86b · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.913140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3248bad2-d68b-4ad0-b5bf-56771acf3cce · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.906374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b90f8561-6412-42ff-b3f2-6428ddf99538 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.899693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9fb9f16-0d89-4a3e-b878-c9f4e9ed18cc · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.893129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4dd6fc3a-e59c-4593-82a1-0a2338d08c3b · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.886333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 171eb75e-e554-4bc6-8d64-ab7f979d5dda · outbound

This paper cites Robust Partial-to-Partial Point Cloud Registration in a Full Range.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Robust Partial-to-Partial Point Cloud Registration in a Full Range

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:42:46.671489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b957720b-86c4-40b6-9acd-cd6e27332135 · outbound

This paper cites Geiger, P.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Geiger, P

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.879802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 33333990-875e-4a1c-b74b-14333ceaa564 · outbound

This paper cites AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:42:46.660880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18efcc9b-5066-4601-bf24-8cd747878fe1 · outbound

This paper cites Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:46.597024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f2d751d-1a67-4bca-a92b-2deff06c6fa2 · outbound

This paper cites Pan et al., ”Variational relational point completion network,” in Proc.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Pan et al., ”Variational relational point completion network,” in Proc

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.873077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe687fd4-7c46-43a2-8a37-0bae3b96e5bb · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.866145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b4ce87f-c126-4262-9071-bf489bbdb783 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.859455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70db983d-f5fc-4666-8ebd-a0d90f977e9e · outbound

This paper cites Mei et al.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Mei et al

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.852410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddbd9251-b48d-44a0-b57e-7e6ea4c2c38e · outbound

This paper cites Zhang, J.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Zhang, J

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.845437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1e3fc90-f20a-4450-9db6-c67fdf315006 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.838506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d41db0fe-ccef-44c9-9493-746c8434fd35 · outbound

This paper cites Wang and J.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Wang and J

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:46.831467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation db34c061-0f60-46d1-b68c-92ac333ff7b5 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.824290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad2de2fa-22f2-4085-b744-2597da82ffdd · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.816732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa92869d-c9d7-4124-a21c-a0d3e70d79ec · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.809494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e3784ac-b6a5-4100-a57a-17b3aad83947 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.802178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 35ae9cba-c2c6-46ff-8f00-da9a9e289741 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.794622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45551e1f-89d6-42e1-ad95-a0ba3c193558 · outbound

This paper cites an unresolved cited work.

EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:46.787495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.