Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.16086.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T21:58:40.192468Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T22:23:16.775857Z
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 49b7f45c-e54c-457a-aef2-b968b94dab59 · inbound
Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey cites this paper.
Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:58:40.192468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82c264c8-4685-4d0f-b45d-e6a6f3417981 · inbound
A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.
A Survey on Model Extraction Attacks and Defenses for Large Language Models Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:23:16.820213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.