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Paper Citation Record · LEDGER

DarkFed: A Data-Free Backdoor Attack in Federated Learning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.03299.

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

pith.paper-citation-record.v1
2405.03299 v1

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:43:43.594432Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:05:02.579434Z

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 888021ae-42c4-4856-bec4-1c14bf2a5803 · inbound

SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning cites this paper.

SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning DarkFed: A Data-Free Backdoor Attack in Federated Learning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T22:43:43.594432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:43:43.594432Z digest=sha256:ee95933c000839de6258f2ddeaa306d2c3b749cac3e6451afd57517e9a9c106d

Observation cf9bd433-230e-4549-ba74-dd007d14d748 · inbound

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning cites this paper.

FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning DarkFed: A Data-Free Backdoor Attack in Federated Learning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:05:02.583200Z

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.

source=pdf_text observed=2026-08-06T14:04:59.762596Z digest=sha256:e550da9352c9c1581da36a962fc03a5eae63a91e1785bab58980c7765824fe9e