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Paper Citation Record · LEDGER

Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.03703.

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

pith.paper-citation-record.v1
2508.03703 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:23:26.713017Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:07:44.207441Z

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 819ddb0c-850c-4224-a8e0-169729f36869 · inbound

Tax reform as a constrained optimization problem: a piecewise-linear framework and software implementation cites this paper.

Tax reform as a constrained optimization problem: a piecewise-linear framework and software implementation Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T15:23:26.713017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:23:26.713017Z digest=sha256:65766576f6aaf795767e6f90f7569501a4da417b20fc7b2f97f69d68060c4c73

Observation 101bfe2f-0936-4977-b21d-c8267b30d5b1 · inbound

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity cites this paper.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:07:44.212959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T22:07:42.244283Z digest=sha256:a9d72f40d18345a8b4475b5a9b0462d5f2c9dac56832bdc1500fc5e454c5230a