Pith. sign in

Paper Citation Record · LEDGER

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

As of 16 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 2026-08-15T06:32:42.880941+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.

source=pdf_text observed=2026-08-11T05:42:46.519065Z digest=sha256:d3cbbb2942d3fbd1d171cdda30583a10f2b890d2b0ab6e6ea8cba1e79fdff72c

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

source=pdf_text observed=2026-08-11T05:42:46.522382Z digest=sha256:ea42b13bdc118c9e67724b358a0bfc23426f22695cc6666012cd6eba5c784d08

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

source=pdf_text observed=2026-08-11T05:42:46.525017Z digest=sha256:8a33f4b21b5cb6dc979b29c0960955d210861a2ffe2d46cd213237688ce66f30

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.

source=pdf_text observed=2026-08-11T05:42:46.527639Z digest=sha256:20b0a23fd02b511281ef18d0ed7e1de5a5d07f6499ec92e350f19f3a8153e036

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

source=pdf_text observed=2026-08-11T05:42:46.530268Z digest=sha256:367e150492e5663a89e5bc95d85e3174e0dde9906060bf47b0b020726942b9e7

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

source=pdf_text observed=2026-08-11T05:42:46.532939Z digest=sha256:6601dc51230306f3bd39763a3b06857ef5009cf30ff3579eca9e6d6227b35f38

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

source=pdf_text observed=2026-08-11T05:42:46.535885Z digest=sha256:2f27bd50aa228365726a143cdc085d287c0f429cb14ab834b241be434236b3c4

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

source=pdf_text observed=2026-08-11T05:42:46.538308Z digest=sha256:8a75e3c9d0bc2b00a3a46453d036548b12655b074106a70e66c6717f6f612a3a

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

source=pdf_text observed=2026-08-11T05:42:46.540681Z digest=sha256:e37d3dae908cd49ee6c3c3d4dff1d345c748c812a158f1e6fdad2f9c80cd3181

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

source=pdf_text observed=2026-08-11T05:42:46.543273Z digest=sha256:e66d74e472396d2305a6dddcc66dbeffa35baf346fad89dc185294246a18d173

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

source=pdf_text observed=2026-08-11T05:42:46.545617Z digest=sha256:510969c500bcbbdc1b5e8f9c8fcfb0ff9557f6e5b644e8fcf5b1bdf2ffc4d4a7

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

source=pdf_text observed=2026-08-11T05:42:46.548070Z digest=sha256:414ffc1290126884ce245af1e08ccf99468f0ec4df0d052f9bf960c17cb8cf8f

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

source=pdf_text observed=2026-08-11T05:42:46.550466Z digest=sha256:4807bbb5f48ad026a747c4f5db8c049decc8590f50130aa79dae06fbc8a84c12

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

source=pdf_text observed=2026-08-11T05:42:46.552603Z digest=sha256:a3431737fc949dad7b34b270e34ed510a39a910474ddd0e01392ad42f2ea118d

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

source=pdf_text observed=2026-08-11T05:42:46.555017Z digest=sha256:d0273f0f41567be4cfef71b32d5eab6f5f9a08e98da031fbe56d1c03f9c7292a

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

source=pdf_text observed=2026-08-11T05:42:46.557485Z digest=sha256:a367c9c9c696e6ea827248efd85b009c0ae23b960ab5a50d101855443cd9d494

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

source=pdf_text observed=2026-08-11T05:42:46.559641Z digest=sha256:0b6f18ca20921759f4b73eb096b4ddd92db3a901aaebe8f51097c856429a098c

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

source=pdf_text observed=2026-08-11T05:42:46.561740Z digest=sha256:d2d0deed2f9a6c294204a68aea92b07be24aec19577b8e3031bf63e8d2e608df

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

source=pdf_text observed=2026-08-11T05:42:46.564097Z digest=sha256:970645dd2ed1115441c132a8212a088eecbc9ed8fa26b91951a29901417e5766

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

source=pdf_text observed=2026-08-11T05:42:46.566538Z digest=sha256:85bafe8992b6478846dac7fd4c7e014f239542b7f0a4fa055132d7d81a3fc13d

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

source=pdf_text observed=2026-08-11T05:42:46.568926Z digest=sha256:aaf335e4c11af22a4419a7f209128cb06848161267b61e2b45f87a3b3ad55aaa

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

source=pdf_text observed=2026-08-11T05:42:46.571337Z digest=sha256:dbc4182a0cebb308bf3e517838f3ac437e1c10e8f36d39d8ebd2165017d7bac7

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

source=pdf_text observed=2026-08-11T05:42:46.573720Z digest=sha256:97c6cc8529e035c8f630fe01d5872ad34b2f4ff9d0e7347888026b39d0cc9dbf

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

source=pdf_text observed=2026-08-11T05:42:46.576568Z digest=sha256:9a0cf05e299b855b82e347e167baf3c77020f803eb6b200a662e05e23f013311

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

source=pdf_text observed=2026-08-11T05:42:46.578869Z digest=sha256:f60da6c5e6fcbd7c30f16f63da61547515e2271a4d22dcd834a1f1615ec6f463

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

source=pdf_text observed=2026-08-11T05:42:46.581156Z digest=sha256:4000351aa338dcbe2de96b0bd77d4c103413a4c2ffc7f13fdbcebf17e12f99a3

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

source=pdf_text observed=2026-08-11T05:42:46.583616Z digest=sha256:0d8f2eac724c5d28c1910d04404d861eadb3b4f930cc09374d98b225c93d4984

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

source=pdf_text observed=2026-08-11T05:42:46.586206Z digest=sha256:8e390fbe5c20bdeb563766f7890d9063bf6d2abf27d2f5817faaff7dd5cbb89a

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

source=pdf_text observed=2026-08-11T05:42:46.588639Z digest=sha256:471d8da3451163c109a4f89d717cc0131121713ff510d632674ad2a238e42804

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

source=pdf_text observed=2026-08-11T05:42:46.591420Z digest=sha256:e905ae2e2e19d9e76cfc0eae1fac7cf8cb267954deeb03c08d7a81df1e4f46fd

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

source=pdf_text observed=2026-08-11T05:42:46.593764Z digest=sha256:9182362af47c2c28f064385e784f69c08f5ea0e54b39e3a4ddcd242f3c3f0f01

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.

source=pdf_text observed=2026-08-11T05:42:46.597024Z digest=sha256:6e4cb6f32b80804b4c50816333c35972854b701e498410c6417b21589e1f4af3

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

source=pdf_text observed=2026-08-11T05:42:46.599673Z digest=sha256:33e50831201abc8dd1963156d21cda140180ce9995ef81955bda4b9931de293d

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

source=pdf_text observed=2026-08-11T05:42:46.602050Z digest=sha256:e51922da597dd82bc35988e2abcc5b0fdcf5dee77c3302bc374ec2d7d844bebf

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

source=pdf_text observed=2026-08-11T05:42:46.604543Z digest=sha256:53f47d53540fd39777c01fec779fef140dbd18c7d227e590d8f2c05f7e8e7407

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

source=pdf_text observed=2026-08-11T05:42:46.607096Z digest=sha256:a003a20b6f2815a1eb943e624efd8e64b392d5663a9be05796cfdf9a6fa5c703

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

source=pdf_text observed=2026-08-11T05:42:46.609365Z digest=sha256:35e61b2994c51af45e7d48224d015eb06493d6d07b51d7a2d9de3eb457667490

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

source=pdf_text observed=2026-08-11T05:42:46.611796Z digest=sha256:69c281caf72ba9433eb807edc09c80cded64602c9ee73d398fb9233837b0f9ca

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

source=pdf_text observed=2026-08-11T05:42:46.614203Z digest=sha256:b7d4483cc843d3c6a57e2477d4c4f8d239e2dc58e912e275d93425ecbf299784

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

source=pdf_text observed=2026-08-11T05:42:46.616994Z digest=sha256:9a3f23738d3d0cef0b0b591a46cd6d9ba4cc68bd00749a25830cc803f5ddffa4

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

source=pdf_text observed=2026-08-11T05:42:46.619640Z digest=sha256:f7697372f3804bd9d50ae24c8fdabca20169ee482821364e6ed7d4b5a1b1f2b4

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

source=pdf_text observed=2026-08-11T05:42:46.622005Z digest=sha256:a68b1b7df68d2b43ab6460aa7c85f239dfc780a21c788fc878d23369c43bed8e

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

source=pdf_text observed=2026-08-11T05:42:46.624415Z digest=sha256:5cb453db7533fe24002af7107d98f74a63abcbeacfbcf8241ffe4242f9304892

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

source=pdf_text observed=2026-08-11T05:42:46.627063Z digest=sha256:a533a03f5fbdae3bea3bdffb23e2f908b6c2fbcbb39758e98e3bfca8536f4c62

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

source=pdf_text observed=2026-08-11T05:42:46.629506Z digest=sha256:a285e95a212b2dca19cbe6eefa09f84734f73eb700de6752297abc29d6c50a3e

Pith citing papers

No inbound Pith citation observations are available.