Paper Citation Record · LEDGER

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2608.04602.

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

pith.paper-citation-record.v1
2608.04602 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:04:02.347249Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

47 of 47 outbound references displayed

verified exact3
verified fuzzy8
unresolved27
parse uncertain0
malformed identifier5
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b38da9a-e474-4c90-919f-754c9e883382 · outbound

This paper cites F., Khraisat, A., S P, S.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation F., Khraisat, A., S P, S

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:04:05.089019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 255e6487-bf2e-4df7-aa91-58c55fdcd941 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:07.593473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99d2fded-6d52-4026-8ebe-2565e3e5e318 · outbound

This paper cites K., Reddy Tamma, B., & Channappayya, S.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation K., Reddy Tamma, B., & Channappayya, S

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3708e43b-4618-4526-992c-c582e178b7a5 · outbound

This paper cites K., Channappayya, S.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation K., Channappayya, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:07.495127Z

Source-reported events for the cited work

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Observation 1571f7e1-fe9b-4659-9e5c-95e91b521c09 · outbound

This paper cites P., Poornachandran, P., Al-Nemrat, A., & Venka- traman, S.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation P., Poornachandran, P., Al-Nemrat, A., & Venka- traman, S

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:04:04.747587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90125757-f9fd-4822-b46d-1dcb0bff5f2d · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 63339300-31ac-4491-b227-495a7437c715 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:04:04.344237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dbcb1226-46e7-4962-b999-5321f4cbf9ee · outbound

This paper cites N., Phai, V.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation N., Phai, V

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T21:04:02.775568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c07425d-d804-4ab4-a952-feffb38e97d5 · outbound

This paper cites TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:59.079641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c5edf3-6dd8-47e7-8cf7-50924ea625b2 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:07.397171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e94ac556-0f92-489e-9af3-c7ffc83c2317 · outbound

This paper cites Ö., & Pfister, T.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Ö., & Pfister, T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:07.290316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d5ab4a1-96b5-496d-a1f9-0aca8ba942f2 · outbound

This paper cites SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:59.336455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb25505-7331-4419-b5b6-eb15d730ebb9 · outbound

This paper cites &Hadsell, R.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation &Hadsell, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:07.184786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd7e2391-2c3f-41e1-9dd3-86935f0d8952 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:07.097608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1901e26e-b212-4aa8-b6f4-f8e526b4c020 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:59.595102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65964246-a4b9-44a3-88e5-e46425253c3a · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:06.993957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fecd7f7-c70a-41f4-ad48-10632ec3bcbf · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:06.887999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ba9e73b-0cda-413f-b55a-6226c014aa0a · outbound

This paper cites A., Kolesnikov, A., Sperl, G., & Lam- pert, C.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation A., Kolesnikov, A., Sperl, G., & Lam- pert, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:06.793551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be69e8be-fb57-49be-ba51-eb9328426184 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:06.694978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 545b9491-e7f0-46c7-895a-09f7a5f6a839 · outbound

This paper cites On Tiny Episodic Memories in Continual Learning.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation On Tiny Episodic Memories in Continual Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:59.979575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dddc7518-62e8-4625-a21d-b6eee5e7120f · outbound

This paper cites (2019).OnlineContinualLearningwithMaximally Interfered Retrieval.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation (2019).OnlineContinualLearningwithMaximally Interfered Retrieval

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:06.589338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12c34c1f-a64f-4d24-b9a3-ce598c460ec7 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:06.469127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3276a082-61ee-49c3-a2ca-ef3767803d01 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:06.361553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c329a5b2-bd7d-4516-a5c8-9c71339c3358 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.289567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0e68a0-c9c5-4c79-864a-8a68ec263452 · outbound

This paper cites An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.368507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb36718-4a36-4e96-9aed-b3ba109339b6 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.455128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e7cf8e-fb14-4fc0-b3f9-34428ad761a8 · outbound

This paper cites I., Kemker, R., Part, J.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation I., Kemker, R., Part, J

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-06T21:04:00.543339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfc80ee-3a04-48b1-94f7-5fc1bda64eea · outbound

This paper cites K., Ajanthan, T., & Torr, P.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation K., Ajanthan, T., & Torr, P

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.654807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81af6a82-1527-49af-a019-743d59a58454 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.742562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77fbc9f9-63a9-41b4-99ed-b44a40512403 · outbound

This paper cites H., & Ghorbani, A.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation H., & Ghorbani, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:06.218093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54a1f95e-abb5-443f-bbc1-b7e6ac05eb5f · outbound

This paper cites N., Kaiser, L., & Polosukhin, I.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation N., Kaiser, L., & Polosukhin, I

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:06.061893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcad89f6-e352-4f73-b931-5b305890347d · outbound

This paper cites A., Ibrahim, N.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation A., Ibrahim, N

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:00.957994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa11c15-e2a6-4c8b-ba46-01b3a3db8750 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 33

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:04:03.780272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a8a7b35-f9cf-496a-ab23-ddd2983ff6ee · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:01.151102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5688d664-f853-4a6f-9153-60a6bb4a2424 · outbound

This paper cites K., Tadwai, A., Vinta, R., Chan- nappayya, S.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation K., Tadwai, A., Vinta, R., Chan- nappayya, S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:04:05.921545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4efa5f2a-ad1e-4058-b600-03e17abb847b · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:05.771530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5af038d7-a9e8-489f-9662-33e2bbd845aa · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:05.651605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 14b0ad2f-ae4b-4f70-975a-c6047a59a12a · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:05.515033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0173fe1e-ed61-402d-afb4-fc44620a496b · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:04:05.390357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6f405ea-a90c-4ae0-a299-8a1f12e0646b · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:01.663405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0177c5-bc49-4b76-b840-6f0faa24cc7c · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:01.800824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d485fb6-711b-4614-8efb-0fb9a467cca4 · outbound

This paper cites Persistent Backdoor Attacks in Continual Learning.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Persistent Backdoor Attacks in Continual Learning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:04:03.470668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 144dcbd3-7452-4ee1-8760-c30988bfa2bb · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 43

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:04:03.318504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59a59433-713a-4f2d-a317-43382797c6ba · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:02.060930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5786e32e-304d-4bba-8e55-54709b47172b · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 45

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:04:03.099046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 45621602-e218-412e-95d2-f9188eda8a08 · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 46

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:04:05.250865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5445b73-5fd8-4705-9d34-4cffbc6460be · outbound

This paper cites an unresolved cited work.

Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation Unresolved cited work

Reference 47

Resolution: verified exact; doi, observed 2026-08-06T21:04:02.595252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.