Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:23:26.713017Z
Paper Citation Record · LEDGER
Tax reform as a constrained optimization problem: a piecewise-linear framework and software implementation
As of 8 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2508.03708.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
2 of 2 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 462d64ba-2e92-4a40-9b77-0bba9a601c91 · outbound
This paper cites Despite its effectiveness, this study uncovers that LLM-empowered RecSys are vulnerable to reconstruction attacks that can expose both system and user privacy.
Tax reform as a constrained optimization problem: a piecewise-linear framework and software implementation Despite its effectiveness, this study uncovers that LLM-empowered RecSys are vulnerable to reconstruction attacks that can expose both system and user privacy
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:23:26.908904Z
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 819ddb0c-850c-4224-a8e0-169729f36869 · outbound
This paper cites Privacy Risks of LLM-Empowered Recommender Systems: An Inversion Attack Perspective.
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.
Pith citing papers
No inbound Pith citation observations are available.