Paper Citation Record · LEDGER

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection

As of 19 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2412.16264.

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

pith.paper-citation-record.v1
2412.16264 v4

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:13:40.943669Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:52:55.542569Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:52:55.893195Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy29
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b2496dc-e6d2-484a-93b6-7d7d0d860d85 · outbound

This paper cites Anomaly-based network intrusion detection: Techniques, systems and challenges,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Anomaly-based network intrusion detection: Techniques, systems and challenges,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.657913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e612b2c6-3137-46df-9642-c664c6d622a1 · outbound

This paper cites Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.635938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f970799-1a52-4c60-b7df-af3aedcac1d1 · outbound

This paper cites Anomaly detection using isomorphic analysis for false data injection attacks in industrial control systems,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Anomaly detection using isomorphic analysis for false data injection attacks in industrial control systems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.617240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 728cc967-066d-4bab-8229-c9a7752984a3 · outbound

This paper cites A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, vali- dation strategy, attacks, public datasets and challenges,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, vali- dation strategy, attacks, public datasets and challenges,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.595318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd47d9e4-c572-43cb-9a31-78840845c6e9 · outbound

This paper cites Sarad: Spatial association- aware anomaly detection and diagnosis for multivariate time series,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Sarad: Spatial association- aware anomaly detection and diagnosis for multivariate time series,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.576175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f385a60a-67f8-4f94-a57d-80ed817282d7 · outbound

This paper cites Skip-patching spatial–temporal discrepancy-based anomaly detection on multivariate time series,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Skip-patching spatial–temporal discrepancy-based anomaly detection on multivariate time series,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.557065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64abd7f2-4021-47c9-905d-311af2d82a63 · outbound

This paper cites Radio2text: Streaming speech recognition using mmwave radio signals,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Radio2text: Streaming speech recognition using mmwave radio signals,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.536904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4db1fd71-c17f-4506-ba6d-fe40da0b4af2 · outbound

This paper cites Radio2speech: High quality speech recovery from radio frequency signals,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Radio2speech: High quality speech recovery from radio frequency signals,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.514013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3e61fd4-67a4-45e5-8fe8-2ba5ae14803d · outbound

This paper cites A comprehensive review study of cyber-attacks and cyber security; emerging trends and recent developments,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection A comprehensive review study of cyber-attacks and cyber security; emerging trends and recent developments,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.789367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11485881-ed2d-4abe-996c-32aed716c510 · outbound

This paper cites Aoc-ids: Autonomous online framework with contrastive learning for intrusion detection,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Aoc-ids: Autonomous online framework with contrastive learning for intrusion detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.486702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e48730d-cd2f-4032-832f-a137a658f324 · outbound

This paper cites A survey on concept drift adaptation,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection A survey on concept drift adaptation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.467854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fbd6c2e-2db9-4831-9658-e4913ff58511 · outbound

This paper cites Anomaly detection in the open world: Normality shift detection, explanation, and adaptation,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Anomaly detection in the open world: Normality shift detection, explanation, and adaptation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.452551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10f2db89-fff3-4e24-8350-831be93a9f12 · outbound

This paper cites Feco: Boosting intrusion detection capability in iot networks via contrastive learning,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Feco: Boosting intrusion detection capability in iot networks via contrastive learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.432423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e21cec37-36bb-4c60-8c1f-5278bf36e1df · outbound

This paper cites Contrastive learning enhanced intrusion detection,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Contrastive learning enhanced intrusion detection,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.819075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9a6412-5902-49bf-9407-c6e068fe35b5 · outbound

This paper cites Distributed online anomaly detection for virtualized network slicing environment,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Distributed online anomaly detection for virtualized network slicing environment,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.401825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f2c563de-5585-4286-8a3c-b14a1104d410 · outbound

This paper cites Tesseract: Eliminating experimental bias in malware classification across space and time,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Tesseract: Eliminating experimental bias in malware classification across space and time,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.386568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4155b33a-191e-4e88-bc3f-15305ccd4837 · outbound

This paper cites Throwing darts in the dark? detecting bots with limited data using neural data augmentation,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Throwing darts in the dark? detecting bots with limited data using neural data augmentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.369779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d035c087-7bc6-4132-93bf-bac9ab59590a · outbound

This paper cites Gradient based sample selection for online continual learning.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Gradient based sample selection for online continual learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.840772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569382f6-3a93-48ae-af0a-b354c0b788bd · outbound

This paper cites Continual learning with tiny episodic memories,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Continual learning with tiny episodic memories,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.353383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fca2df74-433e-4b81-ac74-3988161c3f3a · outbound

This paper cites Learning without forgetting,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Learning without forgetting,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.850908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db631e83-57d4-4f15-9588-91ec08cd3687 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Overcoming catastrophic forgetting in neural networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.856523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38bbfdc1-fb8a-423d-be8a-061b42e2df3d · outbound

This paper cites Efficient lifelong learning with a-gem,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Efficient lifelong learning with a-gem,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.292921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e070a9bb-42cf-4f5f-94fb-d6781e75189a · outbound

This paper cites Gradient episodic memory for continual learning,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Gradient episodic memory for continual learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.272134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 494ebfe1-924b-404b-9271-2698ba7961ee · outbound

This paper cites Catastrophic forgetting in connectionist networks,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Catastrophic forgetting in connectionist networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.872144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4245775-074e-4da3-8655-e7ba346069c9 · outbound

This paper cites Learning with recoverable forgetting,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Learning with recoverable forgetting,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.240142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb756cef-0f67-4420-8c26-45dab0cbf4f2 · outbound

This paper cites Crowdpatrol: A mobile crowdsensing framework for traffic violation hotspot patrolling,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Crowdpatrol: A mobile crowdsensing framework for traffic violation hotspot patrolling,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.220372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26074d3e-9f97-4224-aa53-d5cb7fcf9951 · outbound

This paper cites Collaborative caching for energy optimization in content-centric internet of things,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Collaborative caching for energy optimization in content-centric internet of things,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.203257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36ac5905-be21-4aed-9d39-82a0ffcbe20a · outbound

This paper cites Learning under concept drift: A review,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Learning under concept drift: A review,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.888189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad420ce-75f3-40bb-a708-f878501ff08f · outbound

This paper cites Kolmogorov–smirnov test: Overview,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Kolmogorov–smirnov test: Overview,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.891922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ff20c3-7c65-48b5-8f03-e114426646f7 · outbound

This paper cites Automatic features extraction using autoencoder in intrusion detection system,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Automatic features extraction using autoencoder in intrusion detection system,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.167123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c3eb4b6-135f-4534-aae5-685ba054d247 · outbound

This paper cites Tri-training algorithm based on cross entropy and k-nearest neighbors for network intrusion detection.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Tri-training algorithm based on cross entropy and k-nearest neighbors for network intrusion detection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.145344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ce5285e-b99f-46ef-a28f-e3c7a9f5cd74 · outbound

This paper cites Application of weighted cross- entropy loss function in intrusion detection,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Application of weighted cross- entropy loss function in intrusion detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.124383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fbb8f171-fcdf-426c-8178-d57f64999e6e · outbound

This paper cites Two-tier network anomaly detection model: a machine learning approach,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Two-tier network anomaly detection model: a machine learning approach,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.105855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7988bf6c-dc7c-45fa-aded-ab533d395244 · outbound

This paper cites Representation learning with contrastive predictive coding,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Representation learning with contrastive predictive coding,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:40.916685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 647f11c7-0ebd-4a87-82bf-cd2ad9825af4 · outbound

This paper cites Expe- rience replay for continual learning,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Expe- rience replay for continual learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.075104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b26d673e-6e9b-42ba-b8bc-92da63e8e871 · outbound

This paper cites Uncertainty-based continual learning with adaptive regularization,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Uncertainty-based continual learning with adaptive regularization,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.053946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 07ca1a03-b58f-44d4-a920-73547851c772 · outbound

This paper cites Self-evolved dynamic expansion model for task- free continual learning,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Self-evolved dynamic expansion model for task- free continual learning,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.031689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab3bc839-6d08-4943-a5e3-e738d7453c89 · outbound

This paper cites Log-based anomaly detection with robust feature extraction and online learning,.

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Log-based anomaly detection with robust feature extraction and online learning,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:13:41.012061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation f4937714-b6eb-4417-8439-d6565d38f220 · inbound

CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection cites this paper.

CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:52:55.897619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.