Pith. sign in

Paper Citation Record · LEDGER

Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.10979.

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

pith.paper-citation-record.v1
2405.10979 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 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:48:08.863195Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T14:13:30.594098Z

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 28ed9667-6022-43da-a508-671377b1b791 · inbound

Label Leakage in Federated Inertial-based Human Activity Recognition cites this paper.

Label Leakage in Federated Inertial-based Human Activity Recognition Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:48:08.863195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:48:08.863195Z digest=sha256:fd9ab5eb45719b7b79091cff119ae205b0a511173c8749b63c3e74347ee16e29

Observation 42d6ac42-f2af-45ed-b8fc-a7965335ac73 · inbound

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms cites this paper.

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-06-29T14:13:30.595322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-29T06:53:30.938332Z digest=sha256:614b43ccaea2b5d9043a80762ea0d7b01991f1769921a99ca95d7ba7eaacba62