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Paper Citation Record · LEDGER

Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1812.07858.

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

pith.paper-citation-record.v1
1812.07858 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 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:24:50.796322Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T00:16:15.729268Z

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 a26307f9-75ef-47e5-bb8c-79bb35f167df · inbound

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks cites this paper.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-14T15:24:50.796322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:24:50.796322Z digest=sha256:286e0a8fa41daf6691d9af518aae6af71f211c7fdd8fa08cd6eba3bc4b70d227

Observation c411fb82-ca54-439a-8dec-2c8c353d3cb2 · inbound

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security cites this paper.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:40:04.919658Z

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=2026-08-10T20:40:04.771162Z digest=sha256:1faa50732882c760521e1a59c6bdf476aafe0d2dfb29e07dd1ee61d9b6c11dcc