Paper Citation Record · LEDGER

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:1908.01219.

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

pith.paper-citation-record.v1
1908.01219 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:24:50.806126Z

measured 26 of 26 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy20
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 38ff8cd8-d99e-4c58-a01e-c2ea58261eca · outbound

This paper cites AI2 : Training a big data machine to defend,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks AI2 : Training a big data machine to defend,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.504235Z

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.

Observation f17ed7d0-c634-48e9-b823-9128011b6358 · outbound

This paper cites RNN-based early cyber- attack detection for the tennessee eastman process,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks RNN-based early cyber- attack detection for the tennessee eastman process,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.486042Z

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.

Observation bcef4634-05a1-4201-b404-9c46910b1e39 · outbound

This paper cites Multivariate industrial time series with cyber-attack simulation: Fault detection using an LSTM-based predictive data model,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Multivariate industrial time series with cyber-attack simulation: Fault detection using an LSTM-based predictive data model,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.468699Z

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.

Observation a201b3fc-312f-41a2-bfd5-a4f66012a672 · outbound

This paper cites Advanced vulnerability analysis and intrusion detection through predictive attack graphs,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Advanced vulnerability analysis and intrusion detection through predictive attack graphs,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.452535Z

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.

Observation 019aa7a1-027f-448a-924a-bca8f6c05a8c · outbound

This paper cites Projecting cyberattacks through variable-length markov models,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Projecting cyberattacks through variable-length markov models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.436064Z

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.

Observation d213ae2c-cd4c-44b4-8467-813ff7e076b0 · outbound

This paper cites Generative adversarial nets,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Generative adversarial nets,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.418868Z

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.

Observation ce97b09a-359f-4aa6-a67d-438843f9903a · outbound

This paper cites Wasserstein generative adversarial networks,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Wasserstein generative adversarial networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.400200Z

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.

Observation 5e170a81-0a07-4763-83e8-ec22c711732c · outbound

This paper cites Improved training of wasserstein gans,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Improved training of wasserstein gans,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.384224Z

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.

Observation 81e0e815-573b-44bd-984b-3618804432c3 · outbound

This paper cites MINE: Mutual Information Neural Estimation.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks MINE: Mutual Information Neural Estimation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T15:24:50.724068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c58b75-b858-44fc-93b7-252303312f1e · outbound

This paper cites A Style-Based Generator Architecture for Generative Adversarial Networks.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks A Style-Based Generator Architecture for Generative Adversarial Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T15:24:50.729525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd762596-78d6-4c1a-a507-9dbbb379bf10 · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Unpaired image-to-image translation using cycle-consistent adversarial networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.367578Z

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.

Observation 0877c985-7271-44e7-b02b-2223fa15f1ff · outbound

This paper cites Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T15:24:50.739413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b8a2f2-ebdb-41ca-b79b-66e37fb5a5fd · outbound

This paper cites Dialogue generation with gan,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Dialogue generation with gan,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.350529Z

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.

Observation 0249f52a-a057-44ca-8ac7-d5b6fe7c3299 · outbound

This paper cites Musegan: Multi-track sequential generative adversarial networks for symbolic mu- sic generation and accompaniment,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Musegan: Multi-track sequential generative adversarial networks for symbolic mu- sic generation and accompaniment,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.335511Z

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.

Observation 7e37cb94-e362-4de5-9c02-1c3d09e58df5 · outbound

This paper cites V oice impersonation using generative adversarial networks,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks V oice impersonation using generative adversarial networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.316620Z

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.

Observation 68d1db08-68d4-45be-ae23-c367ab5db0f5 · outbound

This paper cites Bringing a gan to a knife-ﬁght: Adapting malware communication to avoid detection,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Bringing a gan to a knife-ﬁght: Adapting malware communication to avoid detection,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.300279Z

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.

Observation da9c047a-cd72-431b-b483-519234d9f9ac · outbound

This paper cites IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T15:24:50.763070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6944563-e584-4182-b11b-c3ed1d11ca8b · outbound

This paper cites Black-box attacks against RNN based malware detection algorithms,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Black-box attacks against RNN based malware detection algorithms,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.281968Z

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.

Observation aa1ef6b1-96bc-484b-8b73-4a05e8059bf3 · outbound

This paper cites Evading machine learning malware detection,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Evading machine learning malware detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.262413Z

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.

Observation 8cd94cb4-ddee-4447-bf71-388ca2177580 · outbound

This paper cites Differentiating and predicting cyberattack behaviors using lstm,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Differentiating and predicting cyberattack behaviors using lstm,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.240890Z

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.

Observation 4b74e17d-8eae-424f-979f-40878f1613a9 · outbound

This paper cites Tiresias: Predicting security events through deep learning,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Tiresias: Predicting security events through deep learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.218538Z

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.

Observation 473c6393-c4b1-4340-9184-8aa7bada20c1 · outbound

This paper cites Deep security: Cyber security threat behavior classiﬁcation,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Deep security: Cyber security threat behavior classiﬁcation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.198906Z

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.

Observation a26307f9-75ef-47e5-bb8c-79bb35f167df · outbound

This paper cites Machine Learning in Cyber-Security - Problems, Challenges and Data Sets.

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.

Observation 33549ac6-4ef8-4ccb-a8d2-e006fd04bc97 · outbound

This paper cites An improved intrusion detection framework based on artiﬁcial neural networks,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks An improved intrusion detection framework based on artiﬁcial neural networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.169221Z

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.

Observation 123a13f1-a9aa-4d6f-87c5-c724b19fc6fd · outbound

This paper cites Service name and transport protocol port number registry,.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Service name and transport protocol port number registry,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:24:51.147816Z

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.

Observation 96f15791-e7ee-40af-be26-1f7176e0b4a3 · outbound

This paper cites Available: http://doi.acm.org/10.1145/3243734.3243811.

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks Available: http://doi.acm.org/10.1145/3243734.3243811

Reference 605

Resolution: unresolved; no resolver link, observed 2026-08-14T15:24:50.787318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.