Pith. sign in

Paper Citation Record · LEDGER

Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.19519.

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

pith.paper-citation-record.v1
2503.19519 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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:20:51.402621Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T00:03:20.088587Z

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 14c026cf-27f4-4ed7-a200-e7091ce2aca8 · inbound

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks cites this paper.

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T05:20:51.402621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:20:51.402621Z digest=sha256:ead73a3453f9057bedb88906b4b41d3aecdb23fd0508933911da6cae38d29e18

Observation 2f80582d-f948-410b-861c-f0274d953e72 · inbound

ARTA: Adversarial-Robust Multivariate Time--Series Anomaly Detection via Sparsity-Constrained Perturbations cites this paper.

ARTA: Adversarial-Robust Multivariate Time--Series Anomaly Detection via Sparsity-Constrained Perturbations Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:03:20.090173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T00:00:23.263834Z digest=sha256:bfbdc56f9d707b290a82d737bde4f10bf587e052a4726a987e58ba1c51fd1665