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Paper Citation Record · LEDGER

Network Intrusion Datasets: A Survey, Limitations, and Recommendations

As of 9 August 2026, this Paper Citation Record lists 100 of 236 outbound references and 2 inbound Pith citation observations for arXiv:2502.06688.

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

pith.paper-citation-record.v1
2502.06688 v3

Coverage vector

measured 100 of 236 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:44:41.613263Z

measured 102 of 102 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 2026-08-03T21:05:03.924627Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T21:00:15.817156Z

Reference resolution

100 of 236 outbound references displayed

  • verified exact19
  • verified fuzzy0
  • unresolved79
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f349b4d1-85cd-4b69-b885-9999a736823e · outbound

This paper cites , author Ait Tchakoucht, T.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Ait Tchakoucht, T

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.189818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.189818Z digest=sha256:d461a9fe1e409292bed1f024d6ba1b5ef2f53c2a6fa9ab207111518e36c71b64

Observation e66d6036-7338-4d2d-aa62-5681fb001674 · outbound

This paper cites , author Baier, H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Baier, H

Reference 2

Resolution
verified exact
doi, observed 2026-08-08T14:48:35.920821Z

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=arxiv_source observed=2026-08-08T14:44:41.194424Z digest=sha256:a20ff6c77046fafc919275b479a0341a8a23e5ccb90214e529e7b1197e22c705

Observation c3f1b6c7-6986-4361-8e99-003d53f5754b · outbound

This paper cites , author Bastin, N.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Bastin, N

Reference 3

Resolution
verified exact
doi, observed 2026-08-08T14:44:44.231317Z

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=arxiv_source observed=2026-08-08T14:44:41.198863Z digest=sha256:d29b6bfdcdb4917a34530c041a26931527a5c8cecf2e1d6d2206e5e0e068dad5

Observation bb1136dc-6757-42a7-af98-9768b11af551 · outbound

This paper cites , author Singh, A.K.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Singh, A.K

Reference 4

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unresolved
no resolver link, observed 2026-08-08T14:44:41.203408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.203408Z digest=sha256:a73854f5c016a8d17fc7868e911e65b873648fdc4c1d88801ade5fe86eff29b6

Observation 8e72adc1-0f78-4365-acb2-52e5f9cc1e77 · outbound

This paper cites , author Hamad, Y.A.M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hamad, Y.A.M

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.207915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.207915Z digest=sha256:4506c3747d5801f06ebb3dfa0bdccefe65dd62222686e0b703546405848f7508

Observation d8c5d747-912e-4c0e-9e9f-80f5db055ee3 · outbound

This paper cites , author Claise, B.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Claise, B

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.212467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.212467Z digest=sha256:6cbe7a918de4395e56605cff3347d5b3a158150d57102716696827d5836f46b8

Observation 0329489f-0458-4037-a73b-896aed514fb4 · outbound

This paper cites , author Abdullah, S.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Abdullah, S

Reference 7

Resolution
verified exact
doi, observed 2026-08-08T14:44:44.200396Z

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=arxiv_source observed=2026-08-08T14:44:41.217140Z digest=sha256:d6999da619072e2bb37b8a92bbdec3c185f523e6d32c698e4b074401f29b0088

Observation a9e1559f-db58-434d-b4c9-12c27202b468 · outbound

This paper cites , author Sitnikova, E.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Sitnikova, E

Reference 8

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no resolver link, observed 2026-08-08T14:44:41.221217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.221217Z digest=sha256:ed58ead7f5cca43a176e8ce4977606795320e89d46ed6e5aa02a9fd81ebabd7d

Observation 9c53ac7f-f9d0-4e11-a166-c749da0be063 · outbound

This paper cites , author Axon, L.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Axon, L

Reference 9

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unresolved
no resolver link, observed 2026-08-08T14:44:41.225145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.225145Z digest=sha256:d2b57aa053cdfaf00abac4eb98e9c48559a4b7c8bfef223e7b8564a85cfeeda0

Observation caa422bc-036e-4455-b4a2-362b3c8401de · outbound

This paper cites , author Traoré, I.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Traoré, I

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.229013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.229013Z digest=sha256:269fc15c2d4ec2b4b3d677d42f0414cfe8bedf02f14ce2bb7c30d6a121021845

Observation 7f5543a1-e69c-43d7-8622-613cf45c3274 · outbound

This paper cites , author Traore, I.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Traore, I

Reference 11

Resolution
verified exact
doi, observed 2026-08-08T14:44:44.185695Z

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=arxiv_source observed=2026-08-08T14:44:41.233166Z digest=sha256:19cfb6516c54d7268eff2bfa05a6a67a34d66a4523e4c51081abed8410542c0f

Observation 1f74ee13-b516-47e7-934a-e3eeaa225252 · outbound

This paper cites , author Al-Naymat, G.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Al-Naymat, G

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.237502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.237502Z digest=sha256:f1546f38ea278457ccd15c3403d814ca3e5c4d55962021b77bfdc634c90aa4f8

Observation 876b412a-e992-4333-8f78-39f2286ad469 · outbound

This paper cites , author Moustafa, N.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Moustafa, N

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.241812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.241812Z digest=sha256:7ff7d2b0e605a37e9ae5b3310f62da8c97838757f822db98dfcfdb7a3b8a221f

Observation 601b472f-bd9d-4d41-8950-f76db965d153 · outbound

This paper cites , author Dinesh, D.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Dinesh, D

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.246117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.246117Z digest=sha256:af139c64272ac7e17c5e7d62b39fa0ca8442e74bd51ecd556ced5e7e35d203df

Observation 85ef982c-51de-4db9-9d03-3eea6cfdca0f · outbound

This paper cites , author Pekar, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Pekar, A

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.250195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.250195Z digest=sha256:eec25535386e990bdfea3d06fe001281ac292ab87c63ab0467be6666fd3a2f60

Observation 83921bac-cb1e-4ef8-acd1-e3a858e6adda · outbound

This paper cites , author Laskov, P.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Laskov, P

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.254491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.254491Z digest=sha256:e0c98e3704556ac45962caf454e6e2ef1437e0afe3f34b2e7fb9e53b7eeb6bf7

Observation fa72710f-768a-4802-aa97-987af2db3c18 · outbound

This paper cites , author Laskov, P.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Laskov, P

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.262981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.262981Z digest=sha256:2856e69d7215b4ab17299409a19b5eaf00c442416ea9f4887a20d6bac35b231a

Observation b43cdcc9-d0c3-40e9-b0ca-ba0ec062fc9a · outbound

This paper cites Learning Implicit Surface Light Fields.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations Learning Implicit Surface Light Fields

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.267224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.267224Z digest=sha256:a8cb5a217ac7e979a4f4b70ab8304f32635260a730d5a6aa66335bdb682da933

Observation dba92fac-2bc4-45e9-80d5-b4eab3478d6f · outbound

This paper cites , author Quiring, E.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Quiring, E

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.271996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.271996Z digest=sha256:0b57ad05de6ce986bc7860315385cf70f13128951d0ede47de48cdb8bc1ca35c

Observation 54835ca7-380e-40df-a040-618b95b8a6ba · outbound

This paper cites , year 1999.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , year 1999

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.276413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.276413Z digest=sha256:916c3f45c734c14790e1f45016147ee7d8d331079bc42d3aecb02dbe7db9c994

Observation 6c9e373e-8225-4c77-a34a-63914d43d2ee · outbound

This paper cites , author Li, K.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Li, K

Reference 23

Resolution
verified exact
doi, observed 2026-08-08T14:44:44.162955Z

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=arxiv_source observed=2026-08-08T14:44:41.284841Z digest=sha256:a84803af49aa1dfbd819b39a125e1a33b27d7a7897cbc9ee323077467d59237a

Observation 7998eb9f-e284-4ee1-a273-bec6b4b1d94e · outbound

This paper cites , author Mink, D.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Mink, D

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.288912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.288912Z digest=sha256:432e8242c94ce2a95387294742db6c77c6e02d3b64451ee622b20668bdf01b21

Observation 0afc1f50-f293-47b7-a3bd-77765f33f44f · outbound

This paper cites NetML: A Challenge for Network Traffic Analytics.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations NetML: A Challenge for Network Traffic Analytics

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-08T14:44:44.140617Z

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=arxiv_source observed=2026-08-08T14:44:41.293278Z digest=sha256:81ee71fdd9c50dc7d88f7eef4d4a89e37182a8d372edf3f8c20351ee3ea83c02

Observation a9c3c403-47d3-4fde-a01c-715e44845313 · outbound

This paper cites , author Hofer, T.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hofer, T

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.297999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.297999Z digest=sha256:fbeb4c5684e6efb354592c5a0affb0d715280c2ba0095fc2c7805e3945287688

Observation 904778b2-e277-4a6e-a616-b3707f0bef6d · outbound

This paper cites , author Jaume, M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Jaume, M

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.302370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.302370Z digest=sha256:0d99b0b19b3f8f9dc8823c4b06a7bdf015e879f34660e3c602a6c8eecdd02403

Observation 68795058-ac4b-4349-bb68-c307ba5ddf09 · outbound

This paper cites , author da Costa, V.G.T.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author da Costa, V.G.T

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.306596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.306596Z digest=sha256:d75f7ce8f3037ea80e7ce433ea9d4f91e9e457fa92200d0b49378bf0f4d51ccf

Observation 5e730809-6d6b-40c8-9da3-99364fa1333b · outbound

This paper cites , author Hadian Jazi, H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hadian Jazi, H

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.311024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.311024Z digest=sha256:bbf93a5d1db4dc8911a709881156271d4b7870bcff558bfe252a678efcd658eb

Observation 6a88b253-02bc-434c-b1b9-13c3f8ffc0a4 · outbound

This paper cites , author Salahuddin, M.A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Salahuddin, M.A

Reference 30

Resolution
verified exact
doi, observed 2026-08-08T14:44:44.121444Z

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=arxiv_source observed=2026-08-08T14:44:41.314751Z digest=sha256:b7f3aadcdae2deefb93300ad814a96d4cf33742e1570757d2d153f0a157b1f08

Observation 359a4a61-7633-4449-94a4-75878c893fe5 · outbound

This paper cites , author Hallaq, B.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hallaq, B

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.318533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.318533Z digest=sha256:0761d108a142aed7553ab1b797ae6b07ec81d4e84f9b70884c4d64a652468c13

Observation b1d59d51-8190-4a2e-a4ae-4e912e6ea284 · outbound

This paper cites , author Wagner, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Wagner, A

Reference 32

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unresolved
no resolver link, observed 2026-08-08T14:44:41.322156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.322156Z digest=sha256:04757275410fed2763212661af82093b72dba0e7667f3e53e435fc1b130df7f7

Observation c73770b8-b7a8-40f2-b1dd-bf8c5ed443a3 · outbound

This paper cites , author Guven, E.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Guven, E

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-08T14:44:41.325775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.325775Z digest=sha256:4afe80bd4aee378b5b3b090de86b91920ca734cebf17045bda55e853711111f1

Observation 7cfba649-fed5-453f-82d7-1daf6eccfa5f · outbound

This paper cites DDoS Attack 2007.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations DDoS Attack 2007

Reference 34

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unresolved
no resolver link, observed 2026-08-08T14:44:41.329501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.329501Z digest=sha256:8b5daf0cbbfcd2542205b1eb0e4b1501f0f39b751aac0a5affe747aab1fbf671

Observation d5b6baf2-82d4-4a59-8066-8eee33488cb6 · outbound

This paper cites title Anonymized Internet Traces April 2008 - January 2019.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations title Anonymized Internet Traces April 2008 - January 2019

Reference 35

Resolution
malformed identifier
doi_truncated, observed 2026-08-08T14:44:44.097116Z

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=arxiv_source observed=2026-08-08T14:44:41.333115Z digest=sha256:8613b38bbd38cfd6ac19fab2461ee4e9c5a26e0910d89da22a31962a495a2e48

Observation 2c4fb5e2-841f-4776-a839-5df8ae90ce21 · outbound

This paper cites , author Del Vecchio, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Del Vecchio, A

Reference 36

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unresolved
no resolver link, observed 2026-08-08T14:44:41.337112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.337112Z digest=sha256:4e58a7651257c1524f2a3b606ef900d685b524093b7a048c75db4c44000dc815

Observation b9fb079f-841f-4066-8771-f4a922529000 · outbound

This paper cites , author Pecchia, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Pecchia, A

Reference 37

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unresolved
no resolver link, observed 2026-08-08T14:44:41.341297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.341297Z digest=sha256:256c2ebba02dea8a825062147fad14c17e4e463e70e1795d60b0ac3b4e40be1a

Observation 2f9596da-ed54-4be6-b893-62092e1bf5e0 · outbound

This paper cites , author Pecchia, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Pecchia, A

Reference 38

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unresolved
no resolver link, observed 2026-08-08T14:44:41.345211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.345211Z digest=sha256:e5d2f7ab08c4021996a216232f5747563751d07400d771d1710646e3ab0ea2ce

Observation 3025b422-eee1-4ca2-98ff-7933943d73d6 · outbound

This paper cites , year 2007.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , year 2007

Reference 39

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unresolved
no resolver link, observed 2026-08-08T14:44:41.349213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.349213Z digest=sha256:54be3f22806ba12f43cb60463c4b88dc303df422b6a07ce8feb2d92ff0c166c0

Observation 5b0eaabf-a8c6-4926-ace5-fd34dad0b1e7 · outbound

This paper cites , author Du, P.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Du, P

Reference 40

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unresolved
no resolver link, observed 2026-08-08T14:44:41.353443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T14:44:41.353443Z digest=sha256:933d4335fe2eadfa0511d555481fe02e8fda7c37426a8f1d547e85c39f15c661

Observation 92be4a1b-866d-4e67-96da-21dd96c339ca · outbound

This paper cites , author Kambourakis, G.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Kambourakis, G

Reference 41

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unresolved
no resolver link, observed 2026-08-08T14:44:41.357338Z

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Unavailable: canonical work link unavailable.

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Observation a6a6ce51-a579-4084-bdc5-f7f74648d1b4 · outbound

This paper cites Data-Driven Network Intrusion Detection: A Taxonomy of Challenges and Methods.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations Data-Driven Network Intrusion Detection: A Taxonomy of Challenges and Methods

Reference 42

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source=arxiv_source observed=2026-08-08T14:44:41.361449Z digest=sha256:6909e42a082a439a6d38d2cdbf96d7b0ede8b72b82dd35e41dd8a6fb15d36ec3

Observation bf94207e-68ef-4ccb-a6d2-f5fb1cc1169b · outbound

This paper cites The Sperner property for $132$-avoiding intervals in the weak order.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations The Sperner property for $132$-avoiding intervals in the weak order

Reference 43

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source=arxiv_source observed=2026-08-08T14:44:41.366023Z digest=sha256:a30c1901cb86942a27ee1dc787d6b1cb4d86eb930b63072d10ea139164af46ef

Observation a846672e-e5ae-4876-809c-725ddfe87d19 · outbound

This paper cites , year 2004.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , year 2004

Reference 44

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source=arxiv_source observed=2026-08-08T14:44:41.369976Z digest=sha256:5edc5e2122277dbf9105169c2a25f6d13954867046e6f58952bc19aa5b2b8188

Observation 30e7441f-9464-4fd9-9586-196dc131bd56 · outbound

This paper cites , author Donadel, D.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Donadel, D

Reference 45

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Observation 5f14f925-baa0-4d4f-a60a-2de5b384103a · outbound

This paper cites , author Vasilomanolakis, E.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Vasilomanolakis, E

Reference 46

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Observation 85bccbff-0c30-488e-b975-5b0e626d942c · outbound

This paper cites , author Monrose, F.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Monrose, F

Reference 47

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source=arxiv_source observed=2026-08-08T14:44:41.382457Z digest=sha256:6ca6014f1f2c7fe108c058934d183522fc50716b99868abb8c383f85036a83f5

Observation 1dbdac2c-93c4-4653-91cd-9e6aabb9be79 · outbound

This paper cites , author Hu, J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hu, J

Reference 48

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source=arxiv_source observed=2026-08-08T14:44:41.386641Z digest=sha256:b7c2f507ca590a8b76aefcf762978b30b2c4e6a84b3ace888f19b79b22b81a68

Observation cc3f8c27-beb5-430f-a1cb-1b09dc7dd782 · outbound

This paper cites , author Widjaja, I.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Widjaja, I

Reference 49

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source=arxiv_source observed=2026-08-08T14:44:41.390758Z digest=sha256:a733b8042a592fd66804f3ba9984fa266acf2f47781e7a69421880126d5952f1

Observation 9fdd5257-4055-4db0-ab01-5898b48e0675 · outbound

This paper cites title Cyberforce scenario data collection.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations title Cyberforce scenario data collection

Reference 50

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source=arxiv_source observed=2026-08-08T14:44:41.395150Z digest=sha256:149c4795a65fef40017746a6388a30f4754006d248580bb1b20450b49696bef0

Observation de58ffd4-cc1a-4eba-af87-c72cf9f2cfe4 · outbound

This paper cites , author Mahdikhani, H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Mahdikhani, H

Reference 51

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source=arxiv_source observed=2026-08-08T14:44:41.399411Z digest=sha256:2fb864f0ccbc63b0e7f623aa859d17f1273f93a5d5bec396030979fcf425f5b2

Observation bfa0d6d6-c682-4b24-b3ff-04dd47198e50 · outbound

This paper cites , author Venckauskas, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Venckauskas, A

Reference 52

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Observation 52d3b3d4-0933-41f4-8dda-fbc06775bd3a · outbound

This paper cites , author Hamdan, O.A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hamdan, O.A

Reference 53

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source=arxiv_source observed=2026-08-08T14:44:41.408116Z digest=sha256:e552623351d0c909b0505c3948b4f02cdaf0c0804662806475b3348e95a59ef9

Observation db3ad056-dd3d-4d0f-a634-d6f9f6e25a07 · outbound

This paper cites , author Cao, Y.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Cao, Y

Reference 54

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source=arxiv_source observed=2026-08-08T14:44:41.412233Z digest=sha256:69ee6a93c912283d33bf33be13742d0f46da475179fab3f35f76e6754a10dc28

Observation 11e637f5-f632-4620-9252-8c6e98eb64e6 · outbound

This paper cites , author Moghadam, M.H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Moghadam, M.H

Reference 55

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source=arxiv_source observed=2026-08-08T14:44:41.416280Z digest=sha256:8e76ff62cada3d0ec11568c08fdf4f17c29018a9d03528933f88d15446e7b38b

Observation a566a43d-a832-4932-b032-dfe15adb5adc · outbound

This paper cites , author Green, B.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Green, B

Reference 56

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source=arxiv_source observed=2026-08-08T14:44:41.420279Z digest=sha256:30cf46b479e63a8afa0e22290769e7d33162503b885b397c75b9ed7360c01f38

Observation d2407843-27fe-4a77-ac8a-6f04d2b33574 · outbound

This paper cites , year 1989.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , year 1989

Reference 57

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source=arxiv_source observed=2026-08-08T14:44:41.424226Z digest=sha256:18b492ca2ab29348d28cd54d9860268e89987a0c1cc5d99965acc2a6391ad856

Observation 6c1516e1-845c-4922-810e-894d18758d0b · outbound

This paper cites , author Sabri Kırca , Y.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Sabri Kırca , Y

Reference 58

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source=arxiv_source observed=2026-08-08T14:44:41.428469Z digest=sha256:ae2a19d026e421bdff026c195c363f50e60b3c98ad26b5c9bf00694f4f180d94

Observation e4e391a6-9bba-4d0f-85a9-df772b357221 · outbound

This paper cites , author Verkerken, M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Verkerken, M

Reference 59

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source=arxiv_source observed=2026-08-08T14:44:41.432696Z digest=sha256:efcaa82bb610c09800e77f2f165ae76c289355aa1b7d8d53142a01a753e01cb0

Observation 00030c22-3eb3-472a-bdee-c66cb09b1ecd · outbound

This paper cites , author Galatro, G.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Galatro, G

Reference 60

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source=arxiv_source observed=2026-08-08T14:44:41.436908Z digest=sha256:8504417f450be6675980495263523f5aa1c8156afc07264a6ba949d3b8082efa

Observation 32d7dfb6-2011-4d0f-93e8-107c3f45fc6f · outbound

This paper cites , year 2024.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , year 2024

Reference 61

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source=arxiv_source observed=2026-08-08T14:44:41.441353Z digest=sha256:d09a76b0fa02b304b1b3d84251585dc7e507891c6feb5aa759d1692966a98232

Observation eccd8039-98d4-4839-92d9-48ae230a2f7d · outbound

This paper cites , author Krishnapuram, B.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Krishnapuram, B

Reference 62

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source=arxiv_source observed=2026-08-08T14:44:41.445665Z digest=sha256:183fdd0cf5d568f80e23bd4cc16bb9874f4ecca9c1199582bad043c5f08c2f41

Observation a0debfbf-1f49-4f3f-b715-6ca5c89c6b7b · outbound

This paper cites , author Verkerken, M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Verkerken, M

Reference 63

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source=arxiv_source observed=2026-08-08T14:44:41.449917Z digest=sha256:cc761ff84a9915067fe742fea6e6a68d79403c1af2383e6b229bfde3077443b9

Observation f28bcca4-9bc4-43a5-9d67-1762d9a43a9e · outbound

This paper cites , author Le-Khac, N.A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Le-Khac, N.A

Reference 64

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source=arxiv_source observed=2026-08-08T14:44:41.454117Z digest=sha256:adc04696f1e6b114a38f05b0a07c582e1e208e8c7b1b7c939aeb39a97fe17fcc

Observation 80fcb98d-456a-42f3-a8cd-f011744a8256 · outbound

This paper cites , author Flood, R.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Flood, R

Reference 65

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Observation ed8785f8-9276-4188-9c7f-15465722ab07 · outbound

This paper cites , author Rimmer, V.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Rimmer, V

Reference 66

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source=arxiv_source observed=2026-08-08T14:44:41.462849Z digest=sha256:d35877ebc481e51ac2b5a20a8c220c2da6825c4b3e188ecf2eba9baa319115b6

Observation 02642b0e-969c-4882-927b-23fbf704692c · outbound

This paper cites , author Anar m, E.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Anar m, E

Reference 67

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source=arxiv_source observed=2026-08-08T14:44:41.467004Z digest=sha256:c38978cb5ce64f365d779a5bac9145f0ab4976ea3cd3889ff1a3ccb8c9501c54

Observation ecc72c89-f417-4069-b737-4c6b2ad7211b · outbound

This paper cites title Cybercrime to cost the world \ 9.5 trillion usd annually in 2024.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations title Cybercrime to cost the world \ 9.5 trillion usd annually in 2024

Reference 68

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source=arxiv_source observed=2026-08-08T14:44:41.471429Z digest=sha256:40d9167e4901165b8fb0b6cbc5e5f396d3f3e67e9e80544539420457b634c3db

Observation 110b7534-52fa-4ba7-b651-3a291e61886d · outbound

This paper cites , author Friha, O.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Friha, O

Reference 69

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source=arxiv_source observed=2026-08-08T14:44:41.475735Z digest=sha256:7ca2b3ec29388969d4c6273b324e267234c1ce2b7c9b72671a91f1b04966d5fd

Observation c105f275-3e39-44cc-9ce5-0bf873a2dc00 · outbound

This paper cites , author Maglaras, L.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Maglaras, L

Reference 70

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source=arxiv_source observed=2026-08-08T14:44:41.480065Z digest=sha256:3dffdc925be5c0b09a1f0b0a7024646b41f7456132cbe339492eae991740b169

Observation 4f461587-09e0-4789-b5a4-25cb9dfb349d · outbound

This paper cites , author Thamrin, A.H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Thamrin, A.H

Reference 71

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Observation c99636d4-1ee7-4aec-970a-741fd2698edb · outbound

This paper cites , author Richter, C.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Richter, C

Reference 72

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source=arxiv_source observed=2026-08-08T14:44:41.489265Z digest=sha256:53d9465aa75396878caee6a924821d2de22be4119ecf447e761189c6c5446d20

Observation 8ffd3c47-e4dd-48b1-85c9-03b24a4ec204 · outbound

This paper cites , author Engelen, G.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Engelen, G

Reference 73

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source=arxiv_source observed=2026-08-08T14:44:41.493458Z digest=sha256:c328d46726eca788bc6cb642babfdacc9c4694e93d1b8f179c29ce99f3fe30f3

Observation bc1cf1c4-0c51-440d-8862-fa407c172044 · outbound

This paper cites , author Borgnat, P.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Borgnat, P

Reference 74

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source=arxiv_source observed=2026-08-08T14:44:41.497537Z digest=sha256:6e428138147a630e7f7b59207d9905a2ff1d384c6624dcaf8fe1f591325a245f

Observation cd0d718c-0927-426a-8e47-ca95f33d09c4 · outbound

This paper cites , author Li, Q.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Li, Q

Reference 75

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source=arxiv_source observed=2026-08-08T14:44:41.501494Z digest=sha256:90c0a338e3641afdca50d60abfad3dfebc813c1baf3ac2f9a35ec61f7e873a7f

Observation 1d7a5e3e-7894-449e-bbec-a40c518a78c7 · outbound

This paper cites , author Luengo, J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Luengo, J

Reference 76

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source=arxiv_source observed=2026-08-08T14:44:41.505810Z digest=sha256:e89fe13e44cac9b8669177b74cd8ef1f204fdbfc86fe90b085250c6dcbf8cfc7

Observation b674ff62-0a80-4a2c-a67c-3b9917f3af5c · outbound

This paper cites , author Parmisano, A.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Parmisano, A

Reference 77

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source=arxiv_source observed=2026-08-08T14:44:41.510869Z digest=sha256:6e2ccc6e7c7663d7fb54cce6af171f865958f30be1a8ee996b1e6c102bbbb5b1

Observation 3a7fd360-46f5-42e9-9ddd-c7bd91e724ca · outbound

This paper cites , author Grill, M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Grill, M

Reference 78

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source=arxiv_source observed=2026-08-08T14:44:41.515456Z digest=sha256:59edff683e0897047dec4c60377d58bfb213a139ce8fdfc69b96488385b0edd6

Observation 1aa66d65-cc40-435e-bc0a-431e61368eea · outbound

This paper cites , author Jacobsen, J.H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Jacobsen, J.H

Reference 79

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source=arxiv_source observed=2026-08-08T14:44:41.519985Z digest=sha256:8f2859de698c1d7a164ac718550994ae1c9ac222c3ea98cdaff6d41e9c9c966f

Observation 0a39b34f-6611-472d-8c61-94f7373fa502 · outbound

This paper cites , author Sharafaldin, I.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Sharafaldin, I

Reference 80

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source=arxiv_source observed=2026-08-08T14:44:41.524483Z digest=sha256:64968e5214a16896712a9f7d246a2ddef6d1bd5e6d7fbf73fa2ca0c9a1a01414

Observation ffdf5f3b-f6ac-4a16-b1f0-d551228152cb · outbound

This paper cites Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning

Reference 81

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source=arxiv_source observed=2026-08-08T14:44:41.528516Z digest=sha256:57e519675b3a7c77ff75eba86a4885c5fa62010cc2b7daddcc5c2673d12b4786

Observation a3f77d93-180f-4b96-9657-b247e607fa1c · outbound

This paper cites , author Ku c era, J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Ku c era, J

Reference 82

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source=arxiv_source observed=2026-08-08T14:44:41.533023Z digest=sha256:cb943ddd80aaf22b700033de7c51637a2f57444bae1c374a92155a58ee9f762e

Observation ba8c1465-551b-4c7e-ba91-7451e5f07eca · outbound

This paper cites , author Catania, C.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Catania, C

Reference 83

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source=arxiv_source observed=2026-08-08T14:44:41.536992Z digest=sha256:dba1213d4ee01890be93af6e8b7e8a6baa38f1c6e6c36331c8ddc471a9156e07

Observation 529627af-e496-44c2-ba63-96bd0ef39834 · outbound

This paper cites , author Medina-Galindo, J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Medina-Galindo, J

Reference 84

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

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Observation e9141da3-279d-4247-a01d-7a20715799ee · outbound

This paper cites , author Yıldırım, T.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Yıldırım, T

Reference 85

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source=arxiv_source observed=2026-08-08T14:44:41.545116Z digest=sha256:29628a64f7cd18f5340869ac7e74e47e7eb1a48adf01ee5c4f1dfd2b98f5020b

Observation 081485d5-d1a0-4938-a794-599252769d75 · outbound

This paper cites , author Arlitt, M.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Arlitt, M

Reference 86

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source=arxiv_source observed=2026-08-08T14:44:41.549127Z digest=sha256:48b857712f5b43d537f513e849e2183fad720092fbe0e9f98fb56df6f5418f34

Observation ecb3d0f9-ee04-455d-951b-fd0a0a2b9a21 · outbound

This paper cites , author Hu, J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hu, J

Reference 87

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source=arxiv_source observed=2026-08-08T14:44:41.553024Z digest=sha256:35842229103820685c0bb2f338c2587b01919a3d1f63a4dcdda94de2d29a1b1a

Observation 5c288f46-1d4c-4f62-a98e-1c3d84b4f244 · outbound

This paper cites , author Rossey, L.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Rossey, L

Reference 88

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source=arxiv_source observed=2026-08-08T14:44:41.556991Z digest=sha256:9085e352118a86ee9bed6f221d6320a3bfb7b835d5c5060c825e0094ca5e127c

Observation c9f8ed3e-46a6-4eec-a88a-cbcf74c37099 · outbound

This paper cites , author Kim, D.D.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Kim, D.D

Reference 89

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source=arxiv_source observed=2026-08-08T14:44:41.560775Z digest=sha256:8af8956f2c016733e4f8971acfbf30aa769a55a7affcf52e9b9e0bb7efc0412f

Observation a9cd4a6b-e2ae-47bd-80b9-408f3d6ecbdc · outbound

This paper cites , author Lunardi, W.T.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Lunardi, W.T

Reference 90

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source=arxiv_source observed=2026-08-08T14:44:41.564803Z digest=sha256:8a3c163797458436bb2550971ceb9c06a9992dbd70b3001bb1335de8ea8d73f9

Observation 695f4c98-fba6-49c1-886c-f0cc016ea0f2 · outbound

This paper cites , author Brosset, D.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Brosset, D

Reference 91

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source=arxiv_source observed=2026-08-08T14:44:41.568875Z digest=sha256:a05c00444d9ab3a75dbbe5091a1296a76f0285ebb23ad21bc79916cd4590dc11

Observation 45534eb0-8437-477d-945e-341f5058bf5a · outbound

This paper cites , author Hendriks, L.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Hendriks, L

Reference 92

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source=arxiv_source observed=2026-08-08T14:44:41.572800Z digest=sha256:a43b8f0e754696cf4cfbfc1e9ceb98c1efad00ae120944bb1f444d81bcf06f1c

Observation 88a6ba59-3c02-4506-9ca7-c26bb04c408b · outbound

This paper cites title The hogzilla dataset.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations title The hogzilla dataset

Reference 93

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source=arxiv_source observed=2026-08-08T14:44:41.577029Z digest=sha256:59bda18320defb31f2a68486bec257e87338faadc18844b6def9feed6286a192

Observation 9d971d40-348b-46da-be95-3eec1aed2282 · outbound

This paper cites , author Malinka, K.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Malinka, K

Reference 94

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source=arxiv_source observed=2026-08-08T14:44:41.581176Z digest=sha256:a7ee6991bbf01e64e69b9e5a706e0f583d2d1fe74389b7e154af90b17adb0a86

Observation 0373e79a-a197-4f08-a945-de3652f0f84f · outbound

This paper cites , author Wang, L.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Wang, L

Reference 95

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source=arxiv_source observed=2026-08-08T14:44:41.585238Z digest=sha256:549eeef45ce2fb0a3c04d4d39e114badffa5fee4083a61f54f18ffc92295747a

Observation e5f79345-228a-4bb5-9606-e4e896e157da · outbound

This paper cites , author Cloppert, M.J.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Cloppert, M.J

Reference 96

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source=arxiv_source observed=2026-08-08T14:44:41.589318Z digest=sha256:b2cf76bc700b393d82c48ba9114254d2ae842ff0f2f24e218005f13dc0e15206

Observation 36f71262-30b4-49a2-9c0e-dd3dbec6562e · outbound

This paper cites title Ieee standard for low-rate wireless networks.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations title Ieee standard for low-rate wireless networks

Reference 97

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source=arxiv_source observed=2026-08-08T14:44:41.593359Z digest=sha256:be5cd06159d6adb7ee91c7541cb987a2b6c42e1e6bdeff428adce66d3cc8ffc2

Observation f888122d-19d3-4a55-9b05-d29dc76e8526 · outbound

This paper cites , author Trammell, B.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Trammell, B

Reference 98

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source=arxiv_source observed=2026-08-08T14:44:41.597275Z digest=sha256:c95d82affbc982904310e0c7eaf588fdad4e1c9bf8ac0c5c47388a14d8e35f83

Observation e641fdb6-384a-4f61-8a76-6a7ffbd81e7e · outbound

This paper cites , author Beltiukov, R.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Beltiukov, R

Reference 99

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source=arxiv_source observed=2026-08-08T14:44:41.601171Z digest=sha256:b6ece75774ee500f23620dea1e1dc0c94013cd74ef04b329ea2daed8fc503578

Observation 21feceee-014c-4fda-a546-475998e2e522 · outbound

This paper cites , author Gonzalez, H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Gonzalez, H

Reference 100

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source=arxiv_source observed=2026-08-08T14:44:41.604983Z digest=sha256:90999d471088cd46e9b6ce5088ffcbf5210113d07d26f0a3f51874c1e0f81263

Observation 2c8a28d3-a369-40ac-8756-ba2d50ef74e5 · outbound

This paper cites , author Ahn, D.H.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Ahn, D.H

Reference 101

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source=arxiv_source observed=2026-08-08T14:44:41.609267Z digest=sha256:1fe49a879884c78df221df48661f32fbd4e8a9e99b3e6646c8b9c71d1930c288

Observation 3bd2bb63-f9e6-4e8b-8f01-ba7217fbff25 · outbound

This paper cites , author Dadkhah, S.

Network Intrusion Datasets: A Survey, Limitations, and Recommendations , author Dadkhah, S

Reference 102

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source=arxiv_source observed=2026-08-08T14:44:41.613263Z digest=sha256:735768929c49b0ba43a9dcb44e67f9db2bb7423be11a70c6ed64809d3c5b595e

Pith citing papers

Observation 26d51696-33b4-4bbc-bd25-477dd67f7f18 · inbound

AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders cites this paper.

AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders Network Intrusion Datasets: A Survey, Limitations, and Recommendations

Reference 10

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arxiv_id, observed 2026-05-17T21:00:15.819351Z

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Observation 95bdf99f-b45a-48a5-b3af-f15d7e88d82d · inbound

AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders cites this paper.

AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders Network Intrusion Datasets: A Survey, Limitations, and Recommendations

Reference 10

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source=pdf_text observed=2026-08-03T21:05:03.924627Z digest=sha256:f75e7aeeecfe1c552b153aba7b476dc863275cc4d6fdf8ee89cf362779234686