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Paper Citation Record · LEDGER

RelaxLoss: Defending Membership Inference Attacks without Losing Utility

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2207.05801.

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

pith.paper-citation-record.v1
2207.05801 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:54:57.642124Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T06:32:39.437362Z

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 a06cb806-6156-4522-a979-cbdb0961e20f · inbound

CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning cites this paper.

CLMIA: Membership Inference Attacks via Unsupervised Contrastive Learning RelaxLoss: Defending Membership Inference Attacks without Losing Utility

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T18:54:57.642124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:54:57.642124Z digest=sha256:bb9bbde4159000fba35d7f93b8fb749585b5ff6c191de97a72faf98b24500ef1

Observation 29c9c705-ad55-40bc-a8e4-9b4a96a50fc7 · inbound

Towards the Anonymization of the Language Modeling cites this paper.

Towards the Anonymization of the Language Modeling RelaxLoss: Defending Membership Inference Attacks without Losing Utility

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-23T06:32:39.439794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T06:28:16.975305Z digest=sha256:9a4762e2fe214e9000e21d6a0725a8c6e049d6c3711897625e0d8e30b3c4b62f

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

Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble cites this paper.

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

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T00:30:35.037375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:30:35.037375Z digest=sha256:dcc87e3b34a6ada7085e98137395b70273caaed4bcab293d2dbc858a352fdf89