Paper Citation Record · LEDGER

Noisy Neighbors: Efficient membership inference attacks against LLMs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2406.16565.

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

pith.paper-citation-record.v1
2406.16565 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:40:31.071027Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T11:07:15.803339Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 95cf1d2b-3786-4981-be64-b1cd837985ed · inbound

Hey, That's My Data! Token-Only Dataset Inference in Large Language Models cites this paper.

Hey, That's My Data! Token-Only Dataset Inference in Large Language Models Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:07:15.804944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00b3d03f-52a4-45a3-95e8-bbdced502076 · inbound

SoK: Semantic Privacy in Large Language Models cites this paper.

SoK: Semantic Privacy in Large Language Models Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:40:31.071027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecfe36a8-3f91-45de-a0c7-3a3d02732dfe · inbound

Data Compressibility Quantifies LLM Memorization cites this paper.

Data Compressibility Quantifies LLM Memorization Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:02:07.742282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6b00dcd-41c2-40a9-a2f2-2e37a22a62d7 · inbound

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage cites this paper.

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:21.744752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5304898d-bb9a-4024-9799-59a88e0493e4 · inbound

A Survey: Towards Privacy and Security in Mobile Large Language Models cites this paper.

A Survey: Towards Privacy and Security in Mobile Large Language Models Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:20.023404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d12660e-c033-4289-a9b1-f87634be2c10 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Noisy Neighbors: Efficient membership inference attacks against LLMs

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:18.024092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.