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Paper Citation Record · LEDGER

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI

As of 13 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2501.11618.

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

pith.paper-citation-record.v1
2501.11618 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:06:45.950284Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

30 of 30 outbound references displayed

  • verified exact2
  • verified fuzzy25
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a5e3d8b-ad8a-4a68-91f5-f6ea2468dc55 · outbound

This paper cites & Tripathi, S.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Tripathi, S

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.464805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.818802Z digest=sha256:d164a4006c92da012d44597533a93e949f6f47ecfa5b4498a4d838665fd19957

Observation 891f909a-7f9c-402c-b75e-0da079a702bf · outbound

This paper cites & Samanta, D.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Samanta, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.448029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.823427Z digest=sha256:6d4be3046855b0cb4fad781ba032c5c858ac30d353669f062a90d490d303cd14

Observation be9ec97e-ea79-467a-b618-77e3df837267 · outbound

This paper cites IoT Network Security: Requirements, Threats, and Countermeasures.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI IoT Network Security: Requirements, Threats, and Countermeasures

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:06:46.069197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.827873Z digest=sha256:686aa6094f4df615d6b8737294954eddc5657ba9c2f8efe90dc3d8dd1ccc4013

Observation bf8259f1-4bb1-463b-bbc6-c0f7d45ffd72 · outbound

This paper cites & Faruki, P.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Faruki, P

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.433940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.832671Z digest=sha256:e755a1c7beab75d7695977c57813408025a368e532f7358ae69b0ca69f77eaaa

Observation 591d176a-9727-4ab7-b3a4-a34fca22062a · outbound

This paper cites & Wang, L.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Wang, L

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.419870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.837193Z digest=sha256:8379e03e6abd5c996e9bcc09c8a1ab351b1ae56ef82c820f45babfb6ff71567d

Observation 93346b3a-88c4-46f0-a283-7bfc3c7c2133 · outbound

This paper cites & Zhu, X.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Zhu, X

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.406403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.841839Z digest=sha256:3446ccc6d5297c430ceac2c8dd7d6fa34bff5c170e079e32e59e3d855bfad2b2

Observation 5748e733-0474-46cf-9ae0-f940cf894227 · outbound

This paper cites & Sikdar, B.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Sikdar, B

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.391276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.846858Z digest=sha256:b693787619650d3fde1aa688ece0f3f93cb341f8d6a94562d723553e177815a9

Observation 7549dbb7-d222-4279-b27a-2fc368bc2fb0 · outbound

This paper cites & Narmadha, R.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Narmadha, R

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.375491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.850893Z digest=sha256:f1fc683a22a328cf917257766523f2786de5adfa5f669cd5d8070c97bcf42be3

Observation 1a091f45-aad0-4c0d-a64c-fa1750ca660e · outbound

This paper cites & Zanna, P.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Zanna, P

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.359332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.855400Z digest=sha256:4332ed53376523d16ad08a8c73e33b787066adbf9f6953c1107c521876ce5bd1

Observation 43ce3921-d9f8-4f23-86b6-e2b036b7729c · outbound

This paper cites & Sebe, N.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Sebe, N

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.343440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.859409Z digest=sha256:396bf50809e5be9e4a3e5ee5a1c3291538e3d5dc2de95346411bafc9cfd3fffd

Observation 61608360-c6ce-4a8f-b7a1-724351a09e9b · outbound

This paper cites & Weston, J.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Weston, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.326771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.863472Z digest=sha256:e88bb5c3171d5c8d276c4d5104821ce520273084967e9b469fd0650633fd1162

Observation e2e15e89-1d64-4936-8a8b-9afac7de125f · outbound

This paper cites & Weinshall, D.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Weinshall, D

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.309145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.867463Z digest=sha256:4cd800396604fd67c1f4ce7640c2fc3facd723abb119d98824a6e556eb13d923

Observation ed671f27-3e0f-4b51-8f2e-463cffb8d620 · outbound

This paper cites Formal Mathematics Statement Curriculum Learning.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI Formal Mathematics Statement Curriculum Learning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T18:06:45.871714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:06:45.871714Z digest=sha256:1548d2080bb4f8702856d0aca89b25b8774f858b62d9e96d4142415fd406e9fa

Observation 5dc6c2f4-9a2c-4e2d-a71e-30af1563b754 · outbound

This paper cites & Bilmes, J.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Bilmes, J

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.291438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.875908Z digest=sha256:1674bb1cfb66daec49edf341b9cded7e0ef98fff929c2067cbbbd0bb739f2df8

Observation 2f383324-31ea-43ef-a914-da54db3afaa2 · outbound

This paper cites & Taher, F.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Taher, F

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.274197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.880161Z digest=sha256:4e9abbe68b4883971c62c84baa9db9889c3452ee6c586c71b9021e3442c2128c

Observation 30f82066-4ba6-4cd8-939a-258c51e3ffda · outbound

This paper cites & Zhang, Z.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Zhang, Z

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.257269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.884228Z digest=sha256:e0a7cff3cff0864fcbb63eae38c42d63199769421c3da3a6050b54bb94473c2c

Observation b2d15e9d-1cd3-4015-b484-4de2ef736517 · outbound

This paper cites Why model why? Assessing the strengths and limitations of LIME.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI Why model why? Assessing the strengths and limitations of LIME

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T18:06:45.888822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:06:45.888822Z digest=sha256:710e1826cbbe7bf7d794faba23e448da2676be08f908b4b77feb98f8a33b0311

Observation 429bcc37-3d66-42de-bdad-c00007b77b19 · outbound

This paper cites & Rajkumar, C.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Rajkumar, C

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.240111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.894084Z digest=sha256:e2e3d14b9a82835a35d9da1e3f574746fe5a94d7e8d9eab9a2f59d7bca4c4ff2

Observation 52bc0af5-5708-4d95-9b45-618adf845bf4 · outbound

This paper cites & Trigka, M.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Trigka, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.224694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.898801Z digest=sha256:1c9694341a08a9071cf2fb78fea801657f0d018704174b8b91f2e73ef210f79e

Observation 2cca827e-62af-4063-b6ae-87858beabb22 · outbound

This paper cites & Kurkowski, M.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Kurkowski, M

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.209870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.903267Z digest=sha256:f221b6a863fd41e6cb849bf32ca2cf144a61f465541b08e96d659e70d8515c9a

Observation d67a2613-5131-47c2-b55a-c732bb09973b · outbound

This paper cites LENS-XAI: Redefining Lightweight and Explainable Network Security through Knowledge Distillation and Variational Autoencoders for Scalable Intrusion Detection in Cybersecurity.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI LENS-XAI: Redefining Lightweight and Explainable Network Security through Knowledge Distillation and Variational Autoencoders for Scalable Intrusion Detection in Cybersecurity

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:06:46.014225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.908319Z digest=sha256:4b41bd92aef06b26c3415941f090cc0142710bd032f19db56f9caea0dc5457f7

Observation 8d35978e-0c63-417f-8a71-149b33427116 · outbound

This paper cites & Hosseini, S.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Hosseini, S

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.194652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.913331Z digest=sha256:5948e8e812227d2838a0a9176f360a0a7b6a767cb86097716d6864bba8afa03c

Observation f2e80198-d9fa-4444-a0cc-a9b2fb60825c · outbound

This paper cites & Tessier, R.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Tessier, R

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.179578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.917771Z digest=sha256:e30f77a70991a9059994e9f89e3554b288455adc95e67896ee7e40c0c5595a95

Observation b63826fe-1b9c-4758-8d68-f1d8a4b1bb8e · outbound

This paper cites & Kathriarachchi, R.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Kathriarachchi, R

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.163670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.922389Z digest=sha256:9e8e7fcb2d7a1be548ef7d7baf7943e39e1cf262d630382c10a56e253d288b0a

Observation 802ed289-2488-4062-b5af-5ad6bacbcd3f · outbound

This paper cites & Moreira, F.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Moreira, F

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.146505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.927151Z digest=sha256:3307c65c4971ade301c8208de796d5afe4a5eb8c2ec166940f421267f1a8e477

Observation e688aed6-fabb-4903-8797-62c2f3726bf3 · outbound

This paper cites & Aliouat, Z.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Aliouat, Z

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.131438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.931887Z digest=sha256:770defc6ebbf85bfd882e2ff6d71fd8bb1210099e281b7456f4fd537382b758c

Observation deba9311-5880-4ac9-af2a-97c558583ec6 · outbound

This paper cites & Saad, M.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Saad, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.116525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.936537Z digest=sha256:07ac02bf6511695872501ac947bca765e6c35a61e9a8fb1a06affed7bd378a4e

Observation edb5882a-6dc8-49a9-ac0a-de0078cf2e84 · outbound

This paper cites & Ghorbani, A.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Ghorbani, A

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.101496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.941005Z digest=sha256:bfbf2b50f520e44bf0cb7843be651068dbe778d869ac501d4be2de3c13364f2e

Observation 9e77b8c9-3ac7-47bc-977a-71f5f4d82e53 · outbound

This paper cites & Janicke, H.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI & Janicke, H

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:06:46.085859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T18:06:45.945742Z digest=sha256:5e2cce64cc333e9ab54b5c771cd61c7c601c68660d7fc242b80d5baef2a19516

Observation 9634c4ce-3c6f-46c4-8695-40a975652ae3 · outbound

This paper cites CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment.

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T18:06:45.950284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:06:45.950284Z digest=sha256:410abb14417374996950df6abd9eefce0c42ffa32fb27a4bf59b3a95c9ea5255

Pith citing papers

No inbound Pith citation observations are available.