Reference health

Intrusion and anomaly detection for the next-generation of industrial automation and control systems

https://doi.org/10.1016/j.future.2021.01.033
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19/19 checkable references clean · checked 2026-07-22

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

72 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 19 checked references that resolve
resolves10.1109/COMST.2019.2938259
A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges
resolves10.1109/ACCESS.2019.2906926
A Comprehensive Security Analysis of a SCADA Protocol: From OSINT to Mitigation
resolves10.1155/2017/9150965
Towards Large-Scale, Heterogeneous Anomaly Detection Systems in Industrial Networks: A Survey of Current Trends
resolves10.1145/2899015.2899028
Exploiting Bro for Intrusion Detection in a SCADA System
resolves10.1145/2459976.2459982
Adapting Bro into SCADA
resolves10.1145/3374135.3385282
An Evaluation of Machine Learning-based Anomaly Detection in a SCADA System Using the Modbus Protocol
resolves10.1061/(ASCE)WR.1943-5452.0000969
Battle of the Attack Detection Algorithms: Disclosing Cyber Attacks on Water Distribution Networks
resolves10.1109/ACCESS.2019.2925838
HML-IDS: A Hybrid-Multilevel Anomaly Prediction Approach for Intrusion Detection in SCADA Systems
resolves10.1016/j.cose.2017.04.012
An enhanced optimization based algorithm for intrusion detection in SCADA network
resolves10.1016/j.neucom.2017.10.009
A survey on security control and attack detection for industrial cyber-physical systems
resolves10.1016/j.cose.2017.06.010
Assessing and augmenting SCADA cyber security: A survey of techniques
resolves10.1016/j.jpdc.2019.11.001
Malware detection in mobile environments based on Autoencoders and API-images
resolves10.1109/COMST.2018.2854724
From Intrusion Detection to Attacker Attribution: A Comprehensive Survey of Unsupervised Methods
resolves10.14569/IJACSA.2016.070109
Data Mining and Intrusion Detection Systems
resolves10.1016/j.procs.2015.08.220
Survey on Anomaly Detection using Data Mining Techniques
resolves10.1016/j.ijepes.2018.11.013
Packet-data anomaly detection in PMU-based state estimator using convolutional neural network
resolves10.3390/electronics9071164
Combining K-Means and XGBoost Models for Anomaly Detection Using Log Datasets
resolves10.1109/JSYST.2018.2824252
From Detecting Cyber-Attacks to Mitigating Risk Within a Hybrid Environment
resolves10.1016/j.cose.2018.09.006
Detection of malicious and low throughput data exfiltration over the DNS protocol
The 72 references without a DOI — listed, not checked
no DOI — not checked10.1016/j.future.2021.01.033_b1
no DOI — not checked10.1016/j.future.2021.01.033_b2
no DOI — not checked10.1016/j.future.2021.01.033_b4
no DOI — not checked10.1016/j.future.2021.01.033_b5
no DOI — not checkedA survey of security in SCADA networks: Current issues and future challenges
no DOI — not checked10.1016/j.future.2021.01.033_b8
no DOI — not checkedEnhancing suricata intrusion detection system for cyber security in scada networks
no DOI — not checkedComparison of the intrusion detection system rules in relation with the scada systems
no DOI — not checkedEvolving the security paradigm for industrial iot environments
no DOI — not checkedT. Morris, W. Gao, Industrial control system network traffic data sets to facilitate intrusion detection system research. Critical infrastructure protection VIII—8th IFIP WG 11, 17–19.
no DOI — not checkedComparison of new anomaly detection technique for wind turbine condition monitoring using gearbox scada data
no DOI — not checked10.1016/j.future.2021.01.033_b18
no DOI — not checked10.1016/j.future.2021.01.033_b19
no DOI — not checkedDeep-learning-based network intrusion detection for SCADA systems
no DOI — not checked10.1016/j.future.2021.01.033_b21
no DOI — not checked10.1016/j.future.2021.01.033_b22
no DOI — not checked10.1016/j.future.2021.01.033_b23
no DOI — not checkedTraffic modeling by recurrent neural networks for intrusion detection in industrial control systems
no DOI — not checkedAttack detection in water distribution systems using machine learning
no DOI — not checked10.1016/j.future.2021.01.033_b28
no DOI — not checkedApplications of anomaly detection using deep learning on time series data
no DOI — not checkedDetecting cyber attacks in industrial control systems using convolutional neural networks
no DOI — not checkedA dataset to support research in the design of secure water treatment systems
no DOI — not checkedMachine learning-based defense against process-aware attacks on industrial control systems
no DOI — not checked10.1016/j.future.2021.01.033_b37
no DOI — not checkedBig data analytics for network anomaly detection from netflow data
no DOI — not checked10.1016/j.future.2021.01.033_b42
no DOI — not checked10.1016/j.future.2021.01.033_b44
no DOI — not checkedA tri-modular framework to minimize smart grid cyber-attack cognitive gap in utility control centers
no DOI — not checked10.1016/j.future.2021.01.033_b46
no DOI — not checked10.1016/j.future.2021.01.033_b47
no DOI — not checked10.1016/j.future.2021.01.033_b48
no DOI — not checkedB.V. Elasticsearch, Elastic stack: Elasticsearch, kibana, beats & logstash — elastic. URL https://www.elastic.co/elastic-stack.
no DOI — not checkedOpen Information Security Foundation, Open source ids / ips / nsm engine. URL https://github.com/OISF/suricata.
no DOI — not checked10.1016/j.future.2021.01.033_b51
no DOI — not checkedInternational Electrotechnical Commission, a. Communication networks and systems for power utility automation - all parts. URL https://webstore.iec.ch/publication/6028.
no DOI — not checkedY. Gao, X. Xie, M. Parekh, E. Bajramovic, SIEM: Policy-based monitoring of SCADA systems, in: Lecture Notes in Informatics (LNI), in: Proceedings - Series of the Gesellschaft fur Informatik (GI), 2016, pp. 559–570.
no DOI — not checkedODVA, Cip specifications library. URL https://www.odva.org/Technology-Standards/Common-Industrial-Protocol-CIP/CIP-Specifications-Library.
no DOI — not checkedHAMIDS: Hierarchical monitoring intrusion detection system for industrial control systems
no DOI — not checkedInternational Electrotechnical Commission, b. Industrial communication networks - network and system security - part 1-1: Terminology, concepts and models. URL https://www.isa.org/store/products/product-detail/?productId=116720.
no DOI — not checked10.1016/j.future.2021.01.033_b57
no DOI — not checked10.1016/j.future.2021.01.033_b58
no DOI — not checkedL. Rosa, a. New snort rules for pcom protocol. URL https://marc.info/?l=snort-sigs&m=154746968717558.
no DOI — not checkedJ. Diogo, Pccc dos packet rule. URL https://marc.info/?l=snort-sigs&m=155024879909013.
no DOI — not checked10.1016/j.future.2021.01.033_b61
no DOI — not checkedApache Foundation,. Welcome to apache avro! URL https://avro.apache.org/.
no DOI — not checked10.1016/j.future.2021.01.033_b63
no DOI — not checkedM.B. de Freitas, L. Quitério, T. Cruz, P. Simões, Sdn-assisted containerized security and monitoring components.
no DOI — not checkedImproving network security monitoring for industrial control systems
no DOI — not checkedApache Software Foundation a. Apache kafka. URL https://kafka.apache.org/.
no DOI — not checked10.1016/j.future.2021.01.033_b67
no DOI — not checkedApache Software Foundation, b Apache spark - unified analytics engine for big data. URL https://spark.apache.org/.
no DOI — not checkedConfluent schema management. URL https://docs.confluent.io/current/schema-registry/index.html.
no DOI — not checkedSdn-enabled virtual data diode
no DOI — not checkedOn the use of ontology data for protecting critical infrastructures
no DOI — not checkedA survey of dns tunnelling detection techniques using machine learning
no DOI — not checkedDns tunneling detection techniques–classification, and theoretical comparison in case of a real apt campaign
no DOI — not checkedBehavior analysis based dns tunneling detection and classification with big data technologies
no DOI — not checked10.1016/j.future.2021.01.033_b78
no DOI — not checked10.1016/j.future.2021.01.033_b79
no DOI — not checked10.1016/j.future.2021.01.033_b80
no DOI — not checked10.1016/j.future.2021.01.033_b81
no DOI — not checkedXgboost: A scalable tree boosting system
no DOI — not checkedLightgbm: A highly efficient gradient boosting decision tree
no DOI — not checkedL. Rosa, b. Scada cip enum scan. URL https://github.com/nmap/nmap/pull/1539.
no DOI — not checkedL. Rosa, c. Scada scan to collect information from unitronics plcs via pcom protocol. URL https://github.com/nmap/nmap/pull/1445.
no DOI — not checked10.1016/j.future.2021.01.033_b86
no DOI — not checked10.1016/j.future.2021.01.033_b87
no DOI — not checkedB. Bromhead, S. Penchikala, Apache kafka: Ten best practices to optimize your deployment. URL https://www.infoq.com/articles/apache-kafka-best-practices-to-optimize-your-deployment/.
no DOI — not checked10.1016/j.future.2021.01.033_b89
no DOI — not checked10.1016/j.future.2021.01.033_b90
no DOI — not checked10.1016/j.future.2021.01.033_b91
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