Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:10:36.556747Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2507.14387.
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 2026-08-06T16:10:36.556747Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:03:18.963109Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T21:03:19.895226Z
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9ea52701-1c62-4d5f-a12b-94ceafb9309b · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Enhancing critical infrastructure security: Unsupervised learning approaches for anomaly detection,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 75972af0-07f5-47fb-aed4-2b2e5683a853 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Incremental graph clustering for efficient retrieval from streaming egocentric video data,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0618c1ef-6088-4987-938a-799a2c5171f6 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Anonymous edge representation for inductive anomaly detection in dynamic bipartite graph,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0573189-e8f3-4750-8728-a704e66a78f7 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Anomaly detection in dynamic graphs via transformer,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 70d878a5-f01a-4953-bb99-07a3a9ba7d41 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Incremental causal graph learning for online root cause analysis,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6ea639c-2e37-4663-8c3b-ea4978cdaecf · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Multi-view causal graph fusion based anomaly detection in cyber-physical infrastructures,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a49d5ee-0675-4cde-8031-2e2671eac3fb · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Entropy causal graphs for multivariate time series anomaly detection,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 75b26876-0c15-4fc1-96e9-4315c2681e1e · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d64bc5c-f4e7-462b-8f62-79538bf071cd · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Incremental support vector learning: Analysis, implementation and applications
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7a2cc5d0-1a04-472b-85f9-2f8a4126bf99 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Incremental svm based on reserved set for network intrusion detection,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7f2f7f1-3389-49cc-9e0c-5f8c46fc0547 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Using density-based incremental clustering for anomaly detection,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c9ff55f6-0e4d-4c03-b2f4-f7060ba40dbe · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Adaptive real-time anomaly detec- tion with incremental clustering,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 55b6ca90-5a30-47e4-a676-b80ac9d0f782 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Dynamic graph-based graph attention network for anomaly detection in industrial multivariate time series data,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c270af4a-6fee-4af0-9428-8629aebfd548 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Graph contin- ual learning network: An incremental intelligent diagnosis method of machines for new fault detection,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c1b1160a-1b38-45be-9737-7972fdb3e763 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures The effectiveness of memory replay in large scale continual learning,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 48c56409-fe4c-485e-b4e1-38206100f75c · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Jensen-shannon divergence and hilbert space embedding,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 881efbce-4078-4c76-a7ad-ea72dae77057 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Dynotears: Structure learning from time-series data,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4797b30d-8bff-4c2e-bd10-9f94996b1125 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures An end-to-end deep learning architecture for graph classification,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 453d93f5-86f1-47ca-84ea-fa45cfa85642 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Pyod: A python toolbox for scalable outlier detection,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 94afc535-56a8-4f51-8e56-ec65fdc3873e · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Swat: a water treatment testbed for research and training on ics security,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25f23ab7-265c-47b6-ac94-a917825531a7 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Wadi: a water distribution testbed for research in the design of secure cyber physical systems,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b11211a9-3bd7-4f96-aca3-175e33ad5f04 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Tennessee eastman simulation dataset,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98f201b8-b632-47a3-a3c2-adfd8f9ab1a7 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Robust anomaly detection for multivariate time series through stochastic recurrent neural network,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa5375f-d472-4797-84ba-9ceaa66614ee · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures An evaluation of anomaly detection and diagnosis in multivariate time series,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f95f02b-1916-49e7-847d-495e8ce5eccf · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Usad: Unsupervised anomaly detection on multivariate time series,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24be5889-5e92-4366-ad73-2418579408bd · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Deep autoencoding gaussian mixture model for unsupervised anomaly detection,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 89214bc8-7a99-46cd-bcf7-58e1db51c79e · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Multivariate time-series anomaly detection via graph attention network,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d88793c9-389f-4af8-b7b8-25bfdce1a6e2 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures An improved data anomaly detection method based on isolation forest,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 62ab7191-b256-4c74-aff3-da61cee078ab · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Loda: Lightweight on-line detector of anomalies,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f45d4d8d-f365-4f3c-a301-286fd7de5f76 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Angle-based outlier detection in high-dimensional data,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d283b605-f465-45c1-9e98-6e01f9efdc25 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Anomaly detection using improved deep svdd model with data structure preservation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a35a5a1d-394d-4487-bad0-2815c7bcb0c6 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Causality learning: A new perspective for interpretable machine learning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7fa4a3ad-3e4d-4241-b28e-2537cdff055c · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Dags with no tears: Continuous optimization for structure learning,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78a511d0-b094-49ee-86b0-64bb69b803fc · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Outlier detection for temporal data: A survey,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7913089d-b710-4b38-93d6-33e4adc0758f · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Deep learning for time series anomaly detection: A survey,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3a512d9-4416-472e-8c0a-f7435d0a06b0 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Deep learning for anomaly detection in time-series data: Review, analysis, and guidelines,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 41e56f3b-2445-42fe-ba5b-74f62509b644 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Robustness of autoen- coders for anomaly detection under adversarial impact,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 46dc9223-9dfe-4a03-8522-012f3cc94060 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f21bbb4-3f21-4876-ad10-a5b2a8c205a0 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Context-aware domain adaptation for time series anomaly detection,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cc72cf46-d788-4cd0-8ec4-5df9e6749fdf · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 93d87fbc-d455-4203-a590-1d164939af1f · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Dct-gan: Dilated convolutional transformer-based gan for time series anomaly detection,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9536a126-a3d7-4ce9-9a07-76a43c583804 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Graph anomaly detection in time series: A survey,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b81da720-69e8-4624-9e48-2dee0b6cf477 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dcf532ec-2e9c-4365-8180-7521f95b9c3d · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Adversarial autoencoder for unsupervised time series anomaly detection and interpretation,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26795347-9ff1-4f19-8c5c-aec5fd8b0bfa · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Stackvae- g: An efficient and interpretable model for time series anomaly detection,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b361afef-17b2-4cb1-a4b1-b8517fd2c47e · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Regraphgan: A graph generative adversarial network model for dynamic network anomaly detection,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5c839026-854a-4044-824e-ffcf29b01dfd · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Mim-gan-based anomaly detection for multivariate time series data,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4de136e1-be47-4773-bca1-6717a5768b81 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Hybrid anomaly detection via multihead dynamic graph attention networks for multivariate time series,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 48a8364a-c41e-4666-92c0-ca6504548bd9 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Anomaly detection in dynamic graphs via transformer,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f3b2f8a1-4cb7-42c8-85c8-ecc05dbfea2d · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Generative and contrastive self-supervised learning for graph anomaly detection,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0217a02-04bc-496d-888e-00cee00baf54 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Anomal-e: A self- supervised network intrusion detection system based on graph neural networks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e254281-73a0-48df-bec0-33b99aa3b289 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Hierarchical graph neural networks for causal discovery and root cause localization,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe96a08d-d144-4be0-8d70-360ce63758b7 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures A causal approach to detecting multivariate time-series anomalies and root causes,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation afe61af8-e330-4fa0-a465-1134799314fa · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Semi- supervised anomaly detection via adaptive reinforcement learning- enabled method with causal inference for sensor signals,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4a251b8-91f9-43f5-811f-3e86a4cd4668 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Causal inference for time series analysis: problems, methods and evaluation,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2508e22e-d2c7-4fe9-8732-17e3d5330041 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Deep learning-based group causal inference in multivariate time-series,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3a18a085-62ea-4e04-9798-a66a5df7cb64 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Causal discovery with attention-based convolutional neural networks,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 97dd2f52-8c4a-44ed-80cc-7adc40208cc6 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Neural granger causality,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e71cf654-5566-44e6-a5dc-87dff8f2734f · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 955f405a-da18-4345-8a4b-1b10353f4bb0 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Causal inference on time series using structural equation models,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 95174ecd-3c20-4660-9eb2-93b6642963e6 · outbound
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures Leveraging Causal Information for Multivariate Timeseries Anomaly Detection,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 91c214ca-0db5-4104-b894-7d5a891fc38b · inbound
Mechanical Force-Driven Charge Redistribution for Hydrogen Release at Ambient Conditions in Transition Metal-Intercalated Bilayer Graphene Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.