Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:27:28.737208Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2501.08610.
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 2026-08-10T20:27:28.737208Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T17:09:53.504998Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T00:15:53.938296Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9792151e-2b54-4a7b-8f18-f7c629693e7a · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph A synthetic traffic model for half-life,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5abd7105-2f94-4632-a9ae-7b8f32a2a853 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Empirically derived analytic models of wide-area tcp connections,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 31d422fe-419d-4aa3-9d4f-0fc40565784a · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Robust network traffic classification,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d9c80966-a766-4f3e-839c-712f4bf87623 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph A survey of techniques for internet traffic classification using machine learning,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 73e104e5-bad0-4116-b4da-5b406fc8507c · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Classification of attacks using support vector machine (svm) on kddcup’99 ids database,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation da79055c-3863-4347-8810-3b76bf28f8b7 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Ddos detection and anal- ysis in sdn-based environment using support vector machine classifier,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 470d3a5d-8adf-4b50-b09d-31b03019eb37 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph A survey of deep learning-based network anomaly detection,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 022d4294-2e3a-4965-a367-aee3cef5524d · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Machine learning and deep learning methods for intrusion detection systems: A survey,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 581322f4-98a5-4614-8851-1eed8f1397ba · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Toward the accurate identification of network applications,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 77a84f49-2585-4de1-985a-32fdc34e2e74 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Appscanner: Automatic fingerprinting of smartphone apps from encrypted network traffic,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1861fbd5-ccf2-48e6-9979-382cc8fbf802 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Flowprint: Semi-supervised mobile-app fingerprinting on encrypted network traf- fic,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eb65b656-54aa-4d31-b3c5-613f8edb23b2 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Encrypted traffic classification: Combining over-and under-sampling through a pca-svm,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6b6994af-8d6d-4325-bd29-7bfe35bde650 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Fs-net: A flow sequence network for encrypted traffic classification,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c3726a27-99c8-4311-b1d8-6a3bc033de9a · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Mtt: an efficient model for encrypted network traffic classification using multi-task transformer,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a1f2c15-e56f-4de0-a0ef-5bf0fa6b0bf6 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bd30bb8-75ae-4d9a-b06f-ccfbb4c746cc · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Clarify confused nodes via separated learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 727dbdcf-acd7-41ab-ad96-65f8fb7f394b · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Flow-based encrypted network traffic classification with graph neural networks,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 171eb2c8-6ca6-4e54-9e67-9316fcac791a · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Ftg-net: Hierarchical flow-to-traffic graph neural network for ddos attack detec- tion,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 29675a35-4d8c-4d5f-9d56-7dd62883bf45 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Intrusion detection for encrypted flows using single feature based on graph integration theory,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 02e797a8-026a-47de-bedf-bfaff808dd50 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph De- gnn: Dual embedding with graph neural network for fine-grained en- crypted traffic classification,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1de26fda-a39e-48c5-85b3-08df1d15f088 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Graph convolutional neural networks for web-scale rec- ommender systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 40213ece-5114-4a51-b5d7-2a19f0810a9b · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Robustecd: Enhancement of network structure for robust community detection,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9d039adb-51ee-461f-8223-f8f9940a97f4 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Supervised community detection with line graph neural networks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 37cbfe51-fe03-43e8-96b3-ce8fec0d46ba · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Heterogeneous feature augmentation for ponzi detection in ethereum,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2031897f-90be-4035-8f38-251f3e4fa40b · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Time-aware metapath feature augmentation for ponzi detection in ethereum,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0f7610d9-cf41-4b3b-b2c3-cd9e7b9733c1 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Behavior- aware account de-anonymization on ethereum interaction graph,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e928c53-ffaa-4c7a-9ff8-f3558f8551b6 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hypergraph neural net- works,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f7645b3-b2da-4d08-9d5d-bc9e3f3f91d1 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hypergcn: A new method for training graph convolutional networks on hypergraphs,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84b6119d-eb57-4301-b62e-a4b162b03a72 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hypergraph attention net- works,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 408bc670-dd5b-4a06-bf98-37c2f3c8fdc9 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Next-item recommendation with sequential hypergraphs,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d2f53a18-1f87-45a0-8e5b-8375eb41d372 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hypergraph clustering for better network traffic inspection,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eb096e31-a564-456c-af21-9e422247d531 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Routing hypergraph con- volutional recurrent network for network traffic prediction,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 864e2af1-facf-412b-adf5-1818526fdaa1 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hrnn: Hypergraph recurrent neural network for network intrusion detection,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5adaf9b1-1a6b-4f19-917e-40e05677af76 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Long short-term memory,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 826099d8-a29f-418c-a857-c535ddf7a87d · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Accurate decentralized application identification via encrypted traffic analysis using graph neural networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7f8af63a-6522-4d37-912a-3c71b9162cb9 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Semi-Supervised Classification with Graph Convolutional Networks
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3c52469-c2f7-4e61-8579-79e44311b0be · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Data Augmentation on Graphs: A Technical Survey
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbe90a2a-236c-4629-a1c0-3b3a29908fb5 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph M-evolve: structural- mapping-based data augmentation for graph classification,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 39a99f86-0b25-4080-bb3e-2f3a73968d8f · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Data augmentation for graph classifi- cation,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f7931d48-67d4-4a3b-a353-feea28db4aa6 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Ciciomt2024: Attack vectors in healthcare devices-a multi-protocol dataset for assessing iomt device security,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7a7f6ca6-873a-4794-8191-c265bd598712 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Unsw-nb15: a comprehensive data set for network intrusion detection systems (unsw-nb15 network data set),
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 060af391-e655-48cc-827c-0c2f9aa8aada · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Didarknet: A contemporary approach to detect and characterize the darknet traffic using deep image learning,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 310fbab2-6a2e-4077-b3df-6eb5468199d3 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Characterization of encrypted and vpn traffic using time-related,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55692d9b-8091-4b74-9a00-537e1be0e11d · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Malware traffic classification using convolutional neural network for representation learning,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e19ec8-fb18-44f7-9dd6-0ba35acf938b · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph A framework for resource-aware online traffic classification using cnn,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94536e5a-3025-44da-b908-956ee94a073c · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph An lstm- based deep learning approach for classifying malicious traffic at the packet level,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a89bea4-be23-498a-8ff2-6ef41246a681 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph App-net: A hybrid neural network for encrypted mobile traffic classification,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bbdedc3c-ceb9-4242-8312-9e4650984e99 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Tcgnn: Packet-grained network traffic classification via graph neural networks,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f3153f44-7609-42b9-b55f-ac0068525d39 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Hgnn+: General hypergraph neural networks,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 66000eee-b4f3-40dc-adac-9f59598d7089 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Graphddos: Effective ddos attack detection using graph neural networks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a41975e-9803-4bf9-a4e4-2dee3b538b3f · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Tfe-gnn: A temporal fusion encoder using graph neural networks for fine-grained encrypted traffic classification,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d335de0-17ad-4095-8b3d-e007646060d0 · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Multi-class network traffic genera- tors and classifiers based on neural networks,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 50eacc26-f78a-4bbd-bf55-e52232e71c7b · outbound
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph Unresolved cited work
Reference 2017
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation de1b7a32-c382-4859-af3e-d19611d0de0d · inbound
On the Feasibility of Inter-Flow Service Degradation Detection Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ed68d07-027a-4cb4-b1d6-53dd5b79c8cb · inbound
Hybrid ResNet-1D-BiGRU with Multi-Head Attention for Cyberattack Detection in Industrial IoT Environments Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.