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Paper Citation Record · LEDGER

The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1911.02621.

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

pith.paper-citation-record.v1
1911.02621 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:09.990431Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T10:44:38.198286Z

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 21b1f8f9-b91f-4db4-8fb8-a228c1c84105 · inbound

Mal-D2GAN: Double-Detector based GAN for Malware Generation cites this paper.

Mal-D2GAN: Double-Detector based GAN for Malware Generation The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:09.990431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:09.990431Z digest=sha256:a8ba27e4b2ab5d54fd860092f5abeb617085a0b9b81f56d99e3f605c26c97eae

Observation 696c13a3-f03a-42a0-98bf-3cd68921f942 · inbound

Position: Certified Robustness Does Not (Yet) Imply Model Security cites this paper.

Position: Certified Robustness Does Not (Yet) Imply Model Security The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T00:43:58.581546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:43:58.581546Z digest=sha256:ff0a6edec7b8957029825e61e0dae11250b58e6c60ce8c5957a232351ac8b2c3

Observation a0c4f927-e19a-4a2c-87ef-61fb8f43c382 · inbound

Is Crunching Public Data the Right Approach to Detect BGP Hijacks? cites this paper.

Is Crunching Public Data the Right Approach to Detect BGP Hijacks? The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T13:38:14.547177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:38:14.547177Z digest=sha256:9826f0a9676a3f70efc271312f62a3423ba706f2f824807ab0485cada692fb49

Observation a7edd6a8-9cca-42b4-b860-6c7ef78434d1 · inbound

Feature-level analysis and adversarial transfer in rotationally equivariant quantum machine learning cites this paper.

Feature-level analysis and adversarial transfer in rotationally equivariant quantum machine learning The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:44:38.200361Z

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=2026-05-10T10:30:52.636240Z digest=sha256:11c657f496111a135b66e5ec223a3735d98eff5d1e7d98a5a603f59457defdf9