Paper Citation Record · LEDGER

Network Intrusion Datasets: A Survey, Limitations, and Recommendations

As of 15 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 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:05:03.924627Z

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.

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 2026-08-15T06:32:42.880941+00:00.

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 2026-08-15T06:32:42.880941+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-15T06:32:42.880941+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites , year 2007.

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

Reference 39

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:44:44.072189Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.366023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites , year 2004.

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

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.369976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.374136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.942551Z

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.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.815745Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.386641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.735824Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.395150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.399411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.721412Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.408116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.412233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.416280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.420279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites , year 1989.

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

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.424226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.428469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.432696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.436908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites , year 2024.

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

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.441353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.445665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.706836Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.454117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: malformed identifier; no resolver link, observed 2026-08-08T14:44:41.458657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.462849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.467004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.471429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.475735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.480065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.684233Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.489265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.493458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.497537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.501494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.505810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.510869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.515456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.519985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.524483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:44:43.625413Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.533023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.536992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.605148Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.545116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.549127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.589634Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.556991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.560775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.564803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.568875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.572800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.577029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.581176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.585238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.589318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.593359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.597275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.601171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.576017Z

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.

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

Resolution: verified exact; doi, observed 2026-08-08T14:44:43.562251Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T14:44:41.613263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:00:15.819351Z

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.

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

Resolution: unresolved; no resolver link, observed 2026-08-03T21:05:03.924627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.