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Paper Citation Record · LEDGER

A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2309.02854.

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

pith.paper-citation-record.v1
2309.02854 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 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:26:36.727929Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:26:37.702960Z

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 4bbb7d75-bbb8-44eb-9ff8-42611831a9f4 · inbound

A Survey of AIOps in the Era of Large Language Models cites this paper.

A Survey of AIOps in the Era of Large Language Models A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:26:37.707634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T23:26:36.727929Z digest=sha256:bd75081bff117207b31a10b16551f99e9bf1951f2788d3f7419485067f01003f

Observation fd6ae0a8-0a62-467b-8b03-a6e02dac3cb5 · inbound

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection cites this paper.

LogSemFuse: Semantic Evidence Fusion for Explainable Log Anomaly Detection A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-12T01:17:36.542815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T01:17:36.542815Z digest=sha256:da436b316e9b12a425c65dfba7b211b89d51785aa0dabd3c5772a251a6839fda