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Paper Citation Record · LEDGER

Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2304.03054.

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

pith.paper-citation-record.v1
2304.03054 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:49:02.333855Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:49:03.123683Z

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 a7ec1a8a-47c2-43af-b40d-8fb548c218d3 · inbound

When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation cites this paper.

When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:49:03.203650Z

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=2026-08-06T18:49:02.333855Z digest=sha256:0b4860319c98ed0d5404be93272f1356ad6ccb843dbe9f7c93e22e2b4bab11c6