Pith. sign in

Paper Citation Record · LEDGER

Label Leakage and Protection from Forward Embedding in Vertical Federated Learning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2203.01451.

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

pith.paper-citation-record.v1
2203.01451 v3

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:42:49.925227Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:17:15.428474Z

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 81487b60-2e7b-48fb-9de7-feb80cebe3a8 · inbound

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning cites this paper.

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning Label Leakage and Protection from Forward Embedding in Vertical Federated Learning

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:17:15.430476Z

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.

source=pdf_text observed=2026-05-19T11:14:54.323233Z digest=sha256:aac23945d310ee7a55f2ce20592f55b195ea5b995dfaa7a03f3cb313edfb9333

Observation b360fd1f-5173-4a5c-8693-efdd22586ade · inbound

HASSLE: A Self-Supervised Learning Enhanced Hijacking Attack on Vertical Federated Learning cites this paper.

HASSLE: A Self-Supervised Learning Enhanced Hijacking Attack on Vertical Federated Learning Label Leakage and Protection from Forward Embedding in Vertical Federated Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T17:42:49.925227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:42:49.925227Z digest=sha256:b185596c18f65f60b8480d662cd6977358d21ea49228a9f438410c757f8c3a13

Observation c0c811b3-bf32-4fbd-9541-72e654131c81 · inbound

Private Vertical Federated Inference for Time-Series cites this paper.

Private Vertical Federated Inference for Time-Series Label Leakage and Protection from Forward Embedding in Vertical Federated Learning

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:31:23.584133Z

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.

source=pdf_text observed=2026-05-12T01:06:52.078378Z digest=sha256:ed3d95e5c36680345e60a8dffa7e0f1facd8193c8e0501bf8635d646acb47da9