Paper Citation Record · LEDGER

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning

As of 17 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.15266.

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

pith.paper-citation-record.v1
2501.15266 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:30:40.968194Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy8
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 146d26e8-c17d-4d8c-bd00-e724b867e610 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.275095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 903d8ea9-2720-42af-bda4-abe75fe267d1 · outbound

This paper cites A., Foh, C.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning A., Foh, C

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.264588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46e947db-1952-488a-a70c-22ed11b01725 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.253724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3cdf1669-0e88-423b-8492-1ac9fa1ea096 · outbound

This paper cites S., Saidani, O., Alrayes, F.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning S., Saidani, O., Alrayes, F

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.242913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e094402-dfdd-4d21-a801-e48b4ca3256e · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.232566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b51c2d1a-8b02-474b-8d7b-50cb4c7310dc · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.221794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1b026f29-bf32-4840-8b14-4c59ee4e00f0 · outbound

This paper cites F., Awad, A.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning F., Awad, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.211374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f1eb15b-4767-4047-9701-c0f44168ffea · outbound

This paper cites A., Friha, O., Hamouda, D., Maglaras, L., and Janicke, H.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning A., Friha, O., Hamouda, D., Maglaras, L., and Janicke, H

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.200704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3e2733ad-e921-465c-99bd-e84184d7da6c · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.189059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b6d89d4-6846-4ad1-ab76-9f82f732897f · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.178083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78602fa2-6c1a-43cb-98f8-41cfb57bc552 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.167824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a68c7276-b5d8-48ab-95ba-87979147dbcb · outbound

This paper cites HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning Approach.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning Approach

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T14:30:41.018593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ac97ce4b-ee25-45da-a7ac-72d9ed443c76 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.157670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ed8dd63-700b-4c6c-82b3-1fe6760ef8a3 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.147261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aedfa888-d735-4d7a-9136-0f0532efb2d9 · outbound

This paper cites T., Ribeiro, A.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning T., Ribeiro, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.136102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e2365510-efd9-4bf1-992c-03bca00e3ff9 · outbound

This paper cites Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.924045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8da8b4-4131-4614-9c46-24305193408c · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.124615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46e31c12-f000-4fa3-9b7b-826359e2624c · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:30:41.112761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7c984046-72a9-41a8-985e-c915c3ce8a92 · outbound

This paper cites D., Xu, E.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning D., Xu, E

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.101890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6c23d7b7-8edb-4936-98ae-e7e29addde37 · outbound

This paper cites and Chithra, S.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning and Chithra, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.090982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 89519ce1-84fb-48dc-9746-7041a68f72c7 · outbound

This paper cites B., Miani, R.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning B., Miani, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:30:41.079553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bcfe7c2d-2b4c-4283-b8eb-1b862b40ec1b · outbound

This paper cites Eason, B.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Eason, B

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.945446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab141fd-ea57-4604-9db5-723100ff9478 · outbound

This paper cites Clerk Maxwell, A Treatise on Electricity and Magnetism, 3rd ed., vol.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Clerk Maxwell, A Treatise on Electricity and Magnetism, 3rd ed., vol

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.949123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1f13f0-11cc-430a-bddb-d27062dfc976 · outbound

This paper cites an unresolved cited work.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.953135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75852abd-b5d8-4edf-89cf-c5a9d951b53e · outbound

This paper cites Elissa, ``Title of paper if known,'' unpublished.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Elissa, ``Title of paper if known,'' unpublished

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.956839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab879d18-1a4a-410d-bc0d-9c3d4f9da005 · outbound

This paper cites Nicole, ``Title of paper with only first word capitalized,'' J.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Nicole, ``Title of paper with only first word capitalized,'' J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.960544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d17dfa20-dd21-4e58-91e0-32583d7a04c6 · outbound

This paper cites Yorozu, M.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Yorozu, M

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.964441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e28849-8d66-4d07-8022-9b1e47a2efdb · outbound

This paper cites Young, The Technical Writer's Handbook.

Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning Young, The Technical Writer's Handbook

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T14:30:40.968194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.