Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks | Paper Citation Record

Observation cf963950-eef9-405f-be8c-ece4861816e6 · outbound

This paper cites Encrypted network traffic analysis and classification utilizing machine learning.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Encrypted network traffic analysis and classification utilizing machine learning

Reference 1

Resolution: verified exact; doi, observed 2026-07-13T01:29:15.961879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efbf2a25-bde5-4dfd-8b2a-ee488c5fb993 · outbound

This paper cites Monitoring encrypted communication with opc ua.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Monitoring encrypted communication with opc ua

Reference 2

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Observation 064417cf-2e16-47b0-9b33-591167534107 · outbound

This paper cites An experimental study of machine learning-based intrusion detection for opc ua over industrial private 5g networks.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks An experimental study of machine learning-based intrusion detection for opc ua over industrial private 5g networks

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:15.942053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35c30a71-b01e-4eb5-8a8e-3a7769562140 · outbound

This paper cites Unsupervised graph-sequence anomaly detection for 5g core network control plane traffic.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Unsupervised graph-sequence anomaly detection for 5g core network control plane traffic

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 56f10405-d6cd-42ea-b775-5b841a58793f · outbound

This paper cites Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, and Laith Alzubaidi.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, and Laith Alzubaidi

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:15.951064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e61dea1e-ef54-44fe-9a6c-35229559047f · outbound

This paper cites Testbed and Software Architecture for Enhancing Security in Industrial Private 5G Networks.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Testbed and Software Architecture for Enhancing Security in Industrial Private 5G Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation d0a24893-a6af-4d07-a725-5b5a2b599f62 · outbound

This paper cites Opc-ua exploitation framework.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Opc-ua exploitation framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 5cbac39e-8b66-42ad-aba6-16aafacc000f · outbound

This paper cites Encrypted Network Traffic Analysis and Classification Utilizing Machine Learning , volume =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Encrypted Network Traffic Analysis and Classification Utilizing Machine Learning , volume =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation c45c25df-5774-4bda-9439-689c4c970823 · outbound

This paper cites A survey on the handover management in 5G-NR cellular networks: aspects, approaches and challenges , volume =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks A survey on the handover management in 5G-NR cellular networks: aspects, approaches and challenges , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 5b262ea8-1f29-438c-9555-988d34dff473 · outbound

This paper cites Electronics , VOLUME =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Electronics , VOLUME =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 797bc7d6-4e86-4989-a9fa-ccc6558063ea · outbound

This paper cites Using Anomaly Detection Techniques for Securing 5G Infrastructure and Applications , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Using Anomaly Detection Techniques for Securing 5G Infrastructure and Applications , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 3ae14616-c9ab-4003-9488-137fc14482cc · outbound

This paper cites Alves and Mateus A.S.S.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Alves and Mateus A.S.S

Reference 15

Resolution: verified exact; doi, observed 2026-07-13T01:29:15.971738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02394091-ccd6-4d0a-a105-e3534e507c22 · outbound

This paper cites and Macedo, Daniel F.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks and Macedo, Daniel F

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation be4f8757-de61-4810-ab01-305711a61071 · outbound

This paper cites Sensors , VOLUME =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Sensors , VOLUME =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 9472982a-d4ee-47a6-9440-4a1e1609b292 · outbound

This paper cites Development of a monitoring system for encrypted data by OPC UA , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Development of a monitoring system for encrypted data by OPC UA , year=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 14af0ae5-9b27-4dc6-8dea-d7c959967d43 · outbound

This paper cites Big Data and Cognitive Computing , VOLUME =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Big Data and Cognitive Computing , VOLUME =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 2f2adeac-b209-44e5-954c-4d816245fd5f · outbound

This paper cites and Radunovic, Bozidar , title =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks and Radunovic, Bozidar , title =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation e0a855fd-6a00-4c29-a165-5f3236678f9e · outbound

This paper cites Descriptor: 5G Open Radio Access Network Multi-Modal Intrusion Detection Dataset (NetsLab-5GORAN-IDD) , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Descriptor: 5G Open Radio Access Network Multi-Modal Intrusion Detection Dataset (NetsLab-5GORAN-IDD) , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 3e9f351a-62ad-43b8-84b6-4d05cc15da6e · outbound

This paper cites and Gan, Hongping , journal=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks and Gan, Hongping , journal=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 0b8acd36-967b-4ec7-9d9f-5f13e5cb4097 · outbound

This paper cites Dual-Branch Transformer for Anomaly-Based Intrusion Detection from Multivariate KPIs in the 5G User Plane , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Dual-Branch Transformer for Anomaly-Based Intrusion Detection from Multivariate KPIs in the 5G User Plane , year=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 6c0e3522-b382-429c-9f33-f9d437292392 · outbound

This paper cites Computer Modeling in Engineering & Sciences , VOLUME =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Computer Modeling in Engineering & Sciences , VOLUME =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation e2f9e6fe-6b81-4b86-902c-b2edf91347cf · outbound

This paper cites 2025 , volume=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks 2025 , volume=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation d7396cae-b953-4df8-b572-5cd9487806b8 · outbound

This paper cites 2023 , url =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks 2023 , url =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation fa3aa845-1208-4e9a-ac01-7a10b16f6617 · outbound

This paper cites Granomaly: A Framework for Anomaly Detection in 5G Core Network Control Plane Traffic with Temporal Graph Neural Networks , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Granomaly: A Framework for Anomaly Detection in 5G Core Network Control Plane Traffic with Temporal Graph Neural Networks , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 3313a864-83fe-4dd2-b46b-5f638fd256dc · outbound

This paper cites ADSeq-5GCN: Anomaly Detection from Network Traffic Sequences in 5G Core Network Control Plane , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks ADSeq-5GCN: Anomaly Detection from Network Traffic Sequences in 5G Core Network Control Plane , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation d73a8af7-c525-492e-ac62-b2b77f231ddc · outbound

This paper cites Anomaly Detection of 5G Control Plane Based on Hidden Semi-Markov Model , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Anomaly Detection of 5G Control Plane Based on Hidden Semi-Markov Model , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 00ce7ce0-d319-45a5-a68e-60aeb21d0d3d · outbound

This paper cites UoCAD2: An unsupervised online contextual anomaly detection approach using optimized hyperparameters of RNNs for multivariate time series , journal =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks UoCAD2: An unsupervised online contextual anomaly detection approach using optimized hyperparameters of RNNs for multivariate time series , journal =

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:15.984663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90a7ffed-799b-4803-8c0a-b30252a0c11c · outbound

This paper cites Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation c550f192-46e1-4609-84ef-61ea519365cc · outbound

This paper cites Learning Under Non-stationarity: Covariate Shift Adaptation by Importance Weighting.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Learning Under Non-stationarity: Covariate Shift Adaptation by Importance Weighting

Reference 32

Resolution: verified exact; doi, observed 2026-07-13T01:29:16.018713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68d0a165-9733-4fc9-940e-0fbf33ddd7b9 · outbound

This paper cites Proceedings of the 34th International Conference on Machine Learning , pages =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Proceedings of the 34th International Conference on Machine Learning , pages =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 397e952e-af11-453a-bdee-ca4f9f40b1c0 · outbound

This paper cites Artificial Intelligence-Based Anomaly Detection Technology over Encrypted Traffic: A Systematic Literature Review , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Artificial Intelligence-Based Anomaly Detection Technology over Encrypted Traffic: A Systematic Literature Review , year =

Reference 34

Resolution: verified exact; doi, observed 2026-07-13T01:29:15.997098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76ce4f87-07f5-4a59-9f21-74fe4188495a · outbound

This paper cites and Ibrahim, Noor Farizah and Zainol, Zurinahni and Abdullah, Rosni and Anbar, Mohammed and Alzubaidi, Laith , title =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks and Ibrahim, Noor Farizah and Zainol, Zurinahni and Abdullah, Rosni and Anbar, Mohammed and Alzubaidi, Laith , title =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation d963f2b1-ddb2-4a0c-8397-ba45eade1ec3 · outbound

This paper cites An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks , year=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation f7fbad86-1740-45ec-a6d5-9408ac02f525 · outbound

This paper cites OPC UA security analysis , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks OPC UA security analysis , year =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 59e96113-d203-4a72-a8c7-c90a03e154ac · outbound

This paper cites Monitoring encrypted communication with OPC UA , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Monitoring encrypted communication with OPC UA , year =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 0046ba57-bb53-4c69-946a-7e3436490193 · outbound

This paper cites Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G , year =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 87ac8f95-79b9-4b6e-be48-14a842fd0392 · outbound

This paper cites Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey , year =

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:16.014005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6201df3-66c1-4b1d-a055-9afde69772b1 · outbound

This paper cites Unsupervised Graph-Sequence Anomaly Detection for 5G Core Network Control Plane Traffic , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Unsupervised Graph-Sequence Anomaly Detection for 5G Core Network Control Plane Traffic , year=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 3d1caeef-2f27-4215-b89d-1ca4bdf65233 · outbound

This paper cites 2026 , eprint=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks 2026 , eprint=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation 51b6b810-8497-4661-b77c-a05964b194ec · outbound

This paper cites Federal Office for Information Security (BSI) , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Federal Office for Information Security (BSI) , year=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation a360a9fb-068b-4942-ad07-673cdb496555 · outbound

This paper cites International Journal of Service and Knowledge Management , volume=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks International Journal of Service and Knowledge Management , volume=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation e2eec363-fd69-45df-99f9-08936de9f3b1 · outbound

This paper cites Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G , year=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 54af3184-b403-4e9b-9973-1bd1938021ab · outbound

This paper cites Sensors , VOLUME =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Sensors , VOLUME =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 6f857e78-731e-4b72-bbe2-89fc612e03cb · outbound

This paper cites Information Hiding in Industrial Control Systems: An OPC UA based Supply Chain Attack and its Detection , year =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Information Hiding in Industrial Control Systems: An OPC UA based Supply Chain Attack and its Detection , year =

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:16.005961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 289e6986-5ff6-44cc-9178-2f34da45888a · outbound

This paper cites Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey , year=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey , year=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

Source-reported events for the cited work

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Observation 4ab49272-8f52-4e49-9509-78dfc9a56021 · outbound

This paper cites Computational Intelligence and Neuroscience , volume =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Computational Intelligence and Neuroscience , volume =

Reference 52

Resolution: verified exact; doi, observed 2026-07-13T01:29:15.925105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0653eb9f-8620-49cd-b3db-0973f1d8e0c6 · outbound

This paper cites Computational Intelligence and Neuroscience , volume=.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Computational Intelligence and Neuroscience , volume=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-13T01:24:25.864311Z

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Observation a919cf72-cc2c-4d2b-95e4-899a719a2b2f · outbound

This paper cites Context-aware anomaly detection by community detection in the Internet of Things , journal =.

Impact of Benign Connectivity Variations on Intrusion Detection for Encrypted OPC UA Traffic in Industrial Private 5G Networks Context-aware anomaly detection by community detection in the Internet of Things , journal =

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-13T01:29:15.933606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Pith citing papers