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Paper Citation Record · LEDGER

Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2207.09572.

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

pith.paper-citation-record.v1
2207.09572 v3

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 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:18:54.972158Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:18:55.072383Z

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 fdf7aa5d-1f94-4df9-b95b-7fa1551f950f · inbound

Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting cites this paper.

Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T18:18:54.972158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:18:54.972158Z digest=sha256:4cf9961de9dab423917e7a288a1569e0bdeed9f6f66a5afb9b0d2de60de289de

Observation 849ad3af-3a10-46b4-8cc3-7377738dce7f · inbound

MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense cites this paper.

MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:18:55.073869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T01:52:28.778999Z digest=sha256:98bb36934c3d93825f51fb02eba8c0010f6cfce19f4b52b881f6122a8400d909