Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T05:39:49.867395Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.02981.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T05:39:49.867395Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9cbcb9be-c2a6-4fee-a417-200414abdede · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Explainable artificial intelligence for intrusion detection in IoT networks: A deep learning based approach,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 1b8c92d5-5128-4da6-a3f2-21548a620fc3 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Deep learning enabled intrusion detec- tion system for industrial IoT environment,
Reference 2
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Observation c995b4c4-af57-4151-9eac-44b74ff7427d · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Real- time collaborative intrusion detection system in uav networks using deep learning,
Reference 3
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Observation dbd5af79-41f3-423a-b6f3-af500d1c5ca1 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Detecting zero-day attack with federated learning using autonomously extracted anomalies in IoT,
Reference 4
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Observation 3bf1e157-f23b-4f4e-9fd1-3b1a2684660c · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Auditable and verifiable federated learning based on blockchain- enabled decentralization,
Reference 5
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Unavailable: canonical work link unavailable.
Observation 89563bb6-f983-4c69-8406-9588fc28d3d8 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Fully decentralized multiagent commu- nication via causal inference,
Reference 6
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Observation c5950547-9809-4532-8fa5-627d65c7cb92 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Big-IDS: A decentralized multi agent reinforcement learning approach for distributed intrusion detection in big data networks,
Reference 7
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Observation 5da9efa0-56ae-4131-87de-ec5b91cb7bd2 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Modern netflow network dataset with labeled attacks and detection methods,
Reference 8
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Observation eb1fb3c5-b74a-4eb1-bb23-5722c4c1e06f · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Iotforge pro: A security testbed for generating intrusion dataset for industrial iot,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 7b4c42d3-d8bf-4f2a-9211-d188534e6f68 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Ma- chine learning-based network intrusion detection optimization for cloud computing environments,
Reference 10
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Unavailable: canonical work link unavailable.
Observation d5a68dd8-a84a-4223-887c-8f9a5bc2b1f8 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Feature engineering in machine learning-based intrusion detection systems for ot networks,
Reference 11
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Unavailable: canonical work link unavailable.
Observation fc6c15ac-1f02-4cb6-b922-69d58f4a5a1f · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A taxonomy of machine-learning-based intrusion detection systems for the internet of things: A survey,
Reference 12
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Unavailable: canonical work link unavailable.
Observation b233ebb4-eda1-4594-8d41-ce561ab2bc7e · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A robust deep learning-based approach for network traffic classification using CNNs and RNNs,
Reference 13
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Unavailable: canonical work link unavailable.
Observation e897efe4-2222-4d06-ab33-ad4bac135b55 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Hybrid-cnn intrusion detection framework for can networks in connected and autonomous vehicles,
Reference 14
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Unavailable: canonical work link unavailable.
Observation 1c5849d5-bbb1-4729-8815-404c71bd8475 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN EE-GCN: A graph convolutional network based intrusion detection method for IIoT,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 88db8667-d181-433f-978d-b1b666ff7a31 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A comprehensive survey on graph neural networks,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 6d0de8c2-45ea-4dfd-8239-34b1b4e71f93 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention Networks
Reference 17
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Unavailable: canonical work link unavailable.
Observation b98a73f3-22c8-4731-982f-c112b9fbb05e · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN KAN: Kolmogorov-Arnold Networks
Reference 18
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Unavailable: canonical work link unavailable.
Observation 2f6f313e-2405-4356-bf7b-cd31d0a1f80a · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Selective kernel networks,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 333bdd0a-387b-4715-8f3c-64e28cb93387 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Activation Space Selectable Kolmogorov-Arnold Networks
Reference 20
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Unavailable: canonical work link unavailable.
Observation 5cfc821c-5ed2-4e21-bbdf-fac10a39ecec · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A com- pendium on network and host based intrusion detection systems,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 606c31a6-dc64-450b-8bf9-3e2b3b2d0e76 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A novel wrapped feature selection framework for developing power system intrusion detection based on machine learning methods,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 47c558f8-5952-4251-8354-38c0a82ff7c8 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN An effective intrusion detection approach using SVM with na ¨ıve bayes feature embedding,
Reference 23
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Unavailable: canonical work link unavailable.
Observation bdd69216-0980-4e37-8f29-20fd2439ab2f · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A naive bayesian network intrusion detection algorithm based on principal component analysis,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 7afa8e7d-0617-447d-a771-f9e5404df78d · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A survey of random forest based methods for intrusion detection systems,
Reference 25
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Unavailable: canonical work link unavailable.
Observation e79b80da-6edc-4f50-853d-6d4f617d73d4 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Per- formance evaluation of learning models for intrusion detection system using feature selection,
Reference 26
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Unavailable: canonical work link unavailable.
Observation 16d25576-440e-4e91-aff3-f8e7419810a5 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN A comprehensive intrusion detection framework using boosting algorithms,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 8c15b048-627b-45ff-8c08-f304521b1345 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Machine learning and deep learning,
Reference 28
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Unavailable: canonical work link unavailable.
Observation f009a02f-c938-439a-bac0-1d4ca21f9600 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN CapsRule: Explainable deep learning for classifying network attacks,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 1f877d4d-cba3-443c-bf49-2659c5f179eb · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN CNN-based network intrusion detection against denial-of-service attacks,
Reference 30
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Unavailable: canonical work link unavailable.
Observation bb544b93-816d-43bf-8d96-906e0c35dae8 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Network Intrusion Detection based on LSTM and Feature Embedding
Reference 31
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Unavailable: canonical work link unavailable.
Observation eb069fbc-398c-4039-9348-936de2df90a5 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Dygra-edge: A dynamic gradient-regulated attention network for real- time intrusion detection on industrial iot-edge nodes,
Reference 32
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Unavailable: canonical work link unavailable.
Observation 8bd3bb0f-d467-4bc6-9149-9b1b873e5b76 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Efficient and privacy-preserving network intrusion detection based on federated learning in sdn-enabled iiot network,
Reference 33
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Unavailable: canonical work link unavailable.
Observation c90688ff-482f-4cc4-93f6-87c48236099d · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Adversarial attacks on neural networks for graph data,
Reference 34
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Observation bbb799c0-b62d-41fd-90b5-bacbf8477490 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Reconstructed graph neural network with knowledge distillation for lightweight anomaly detection,
Reference 35
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Unavailable: canonical work link unavailable.
Observation 70cf6048-b7d5-43d0-8b2b-95cac249f231 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Automating Botnet Detection with Graph Neural Networks
Reference 36
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Observation 2692ac0b-15c6-42b3-83a9-d9a107802406 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Towards network anomaly detection using graph embedding,
Reference 37
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Unavailable: canonical work link unavailable.
Observation a48c1e84-95e5-423a-86a2-6d75f2d1d7a2 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN E- GraphSAGE: A graph neural network based intrusion detection system for IoT,
Reference 38
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Unavailable: canonical work link unavailable.
Observation f3a75345-c265-4ae4-a458-9df8a31e967b · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Graph attention networks,
Reference 39
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Observation 88d353be-6b60-44ff-ad48-df7e8f94dc88 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Anomal-E: A self- supervised network intrusion detection system based on graph neural networks,
Reference 40
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Observation dea63cc9-afa0-4a0d-9e2f-9ab9ee5cf111 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Deep graph infomax,
Reference 41
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Unavailable: canonical work link unavailable.
Observation 8376b2aa-54e5-412c-92b3-eb003acb3e7d · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Hadga: Hierarchical attention-based dynamic gnn algorithm for iot botnet detection,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 43437f38-adf6-4f74-9e55-245832be51dd · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN TS-IDS: Traffic-aware self-supervised learning for IoT network intrusion detection,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 2c3a504d-8461-4d26-b84f-eb90aeade34c · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Applying self- supervised learning to network intrusion detection for network flows with graph neural network,
Reference 44
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Unavailable: canonical work link unavailable.
Observation d6b8d6b1-6e5d-4966-8a47-15b7ce05f68e · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Inductive representation learning on large graphs,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 2ac26395-91f9-49cb-ae32-5839bdac17a2 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Large selective kernel network for remote sensing object detection,
Reference 46
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Observation 050bc488-d7c2-44e5-95ff-2ca7dbf8c240 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Channel prior convolutional attention for medical image segmentation,
Reference 47
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Observation 1f52f460-7344-4899-816c-538aa6171fbb · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN NF-NIDS: Normalizing flows for network intrusion detection systems,
Reference 48
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Observation cf6c278e-d43d-4393-9ca1-033030093f61 · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Netflow datasets for machine learning-based network intrusion detection sys- tems,
Reference 49
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Observation 5b5525a6-a62e-4b45-864c-a3f5b93b306b · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Towards a standard feature set for network intrusion detection system datasets,
Reference 50
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Observation f786f782-185d-4ade-a2e8-28f3ac767bbc · outbound
Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN Scene: Reasoning about traffic scenes using heterogeneous graph neural networks,
Reference 51
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No inbound Pith citation observations are available.