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Security anomaly detection in software‐defined networking based on a prediction technique

https://doi.org/10.1002/dac.4524
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/sec.1539openalex-snapshot
A survey and taxonomy of DoS attacks in cloud computing
inferredcites →https://doi.org/10.1002/sec.1642openalex-snapshot
Comprehensive analysis of the authentication methods in wireless body area networks
inferredcites →https://doi.org/10.1002/sec.1737openalex-snapshot
Software‐defined networking (SDN): a survey
inferredcites →https://doi.org/10.1002/widm.1249openalex-snapshot
Ensemble learning: A survey
inferredcites →https://doi.org/10.1007/11752790openalex-snapshot
Subspace, Latent Structure and Feature Selection
inferredcites →https://doi.org/10.1007/978-1-4615-5725-8_8openalex-snapshot
Feature Subset Selection Using a Genetic Algorithm
inferredcites →https://doi.org/10.1007/978-1-4899-7488-4_293openalex-snapshot
Ensemble Learning
inferredcites →https://doi.org/10.1007/978-3-030-13057-2_8openalex-snapshot
Intrusion Detection in SDN-Based Networks: Deep Recurrent Neural Network Approach
inferredcites →https://doi.org/10.1007/978-981-13-1921-1_35openalex-snapshot
A Comprehensive Survey of Machine Learning-Based Network Intrusion Detection
inferredcites →https://doi.org/10.1007/978-981-13-7564-4_41openalex-snapshot
Performance Analysis of SDN-Based Intrusion Detection Model with Feature Selection Approach
inferredcites →https://doi.org/10.1007/s10922-016-9385-9openalex-snapshot
A Survey of PSO-Based Scheduling Algorithms in Cloud Computing
inferredcites →https://doi.org/10.1007/s10994-017-5686-9openalex-snapshot
The online performance estimation framework: heterogeneous ensemble learning for data streams
inferredcites →https://doi.org/10.1007/s11227-019-02767-zopenalex-snapshot
Toward secure software-defined networks against distributed denial of service attack
inferredcites →https://doi.org/10.1007/s12083-017-0630-0openalex-snapshot
Survey on SDN based network intrusion detection system using machine learning approaches
inferredcites →https://doi.org/10.1007/s13369-017-2414-5openalex-snapshot
DDoS Attack Detection and Mitigation Using SDN: Methods, Practices, and Solutions
inferredcites →https://doi.org/10.1016/j.bjp.2013.10.014openalex-snapshot
Combining OpenFlow and sFlow for an effective and scalable anomaly detection and mitigation mechanism on SDN environments
inferredcites →https://doi.org/10.1016/j.comnet.2015.02.014openalex-snapshot
Software-Defined Networking: A survey
inferredcites →https://doi.org/10.1016/j.cose.2016.11.004openalex-snapshot
A survey of intrusion detection systems based on ensemble and hybrid classifiers
inferredcites →https://doi.org/10.1016/j.future.2015.01.001openalex-snapshot
A survey of anomaly detection techniques in financial domain
inferredcites →https://doi.org/10.1016/j.jnca.2012.12.020openalex-snapshot
A survey of network flow applications
inferredcites →https://doi.org/10.1016/j.jnca.2015.11.012openalex-snapshot
Secure and dependable software defined networks
inferredcites →https://doi.org/10.1016/j.jnca.2015.11.016openalex-snapshot
A survey of network anomaly detection techniques
inferredcites →https://doi.org/10.1016/j.jnca.2016.01.011openalex-snapshot
An overview of virtual machine placement schemes in cloud computing
inferredcites →https://doi.org/10.1016/j.jnca.2016.01.018openalex-snapshot
Towards workflow scheduling in cloud computing: A comprehensive analysis
inferredcites →https://doi.org/10.1016/j.jnca.2016.03.011openalex-snapshot
Ensemble based collaborative and distributed intrusion detection systems: A survey
inferredcites →https://doi.org/10.1016/j.jnca.2016.03.016openalex-snapshot
Software defined networks: A survey
inferredcites →https://doi.org/10.1016/j.jnca.2017.03.003openalex-snapshot
A survey and taxonomy of the authentication schemes in Telecare Medicine Information Systems
inferredcites →https://doi.org/10.1016/j.jnca.2017.04.008openalex-snapshot
Key management in wireless Body Area Network: Challenges and issues
inferredcites →https://doi.org/10.1016/j.jnca.2019.01.019openalex-snapshot
The application of Software Defined Networking on securing computer networks: A survey
inferredcites →https://doi.org/10.1016/j.patrec.2005.10.010openalex-snapshot
An introduction to ROC analysis
inferredcites →https://doi.org/10.1016/s0893-6080(05)80023-1openalex-snapshot
Stacked generalization
inferredcites →https://doi.org/10.1023/b:mach.0000015881.36452.6eopenalex-snapshot
Is Combining Classifiers with Stacking Better than Selecting the Best One?
inferredcites →https://doi.org/10.1109/access.2018.2837889openalex-snapshot
Phishlimiter: A Phishing Detection and Mitigation Approach Using Software-Defined Networking
inferredcites →https://doi.org/10.1109/access.2020.2987977openalex-snapshot
Flow-Aware Elephant Flow Detection for Software-Defined Networks
inferredcites →https://doi.org/10.1109/comst.2014.2330903openalex-snapshot
A Survey on Software-Defined Networking
inferredcites →https://doi.org/10.1109/comst.2015.2474118openalex-snapshot
Security in Software Defined Networks: A Survey
inferredcites →https://doi.org/10.1109/comst.2015.2487361openalex-snapshot
Software-Defined Networking (SDN) and Distributed Denial of Service (DDoS) Attacks in Cloud Computing Environments: A Survey, Some Research Issues, and Challenges
inferredcites →https://doi.org/10.1109/ecs.2015.7124952openalex-snapshot
Efficient anomaly detection and mitigation in software defined networking environment
inferredcites →https://doi.org/10.1109/glocom.2014.7036863openalex-snapshot
Implications and detection of DoS attacks in OpenFlow-based networks
inferredcites →https://doi.org/10.1109/ijcnn.2010.5596686openalex-snapshot
An evaluation of neural network ensembles and model selection for time series prediction
inferredcites →https://doi.org/10.1109/infcomw.2018.8406943openalex-snapshot
SDN-based load balancing for multi-path TCP
inferredcites →https://doi.org/10.1109/infotech.2019.8860878openalex-snapshot
Hierarchical Machine Learning for IoT Anomaly Detection in SDN
inferredcites →https://doi.org/10.1109/jiot.2019.2952527openalex-snapshot
ESMLB: Efficient Switch Migration-Based Load Balancing for Multicontroller SDN in IoT
inferredcites →https://doi.org/10.1109/jproc.2014.2371999openalex-snapshot
Software-Defined Networking: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/latincom.2018.8613250openalex-snapshot
Performance Analysis of SDN Northbound Interfaces
inferredcites →https://doi.org/10.1109/mci.2015.2471235openalex-snapshot
Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article]
inferredcites →https://doi.org/10.1109/mnet.2016.1600051nmopenalex-snapshot
Software-Defined Network Forensics: Motivation, Potential Locations, Requirements, and Challenges
inferredcites →https://doi.org/10.1109/mse.2007.69openalex-snapshot
NetFPGA--An Open Platform for Gigabit-Rate Network Switching and Routing
inferredcites →https://doi.org/10.1109/noms.2016.7502793openalex-snapshot
ATLANTIC: A framework for anomaly traffic detection, classification, and mitigation in SDN
inferredcites →https://doi.org/10.1109/qest.2004.1348045openalex-snapshot
D-ITG distributed Internet traffic generator
inferredcites →https://doi.org/10.1109/surv.2008.080406openalex-snapshot
A survey of techniques for internet traffic classification using machine learning
inferredcites →https://doi.org/10.1109/surv.2008.080408openalex-snapshot
Contention avoidance and resolution schemes in bufferless all-optical packet-switched networks: a survey
inferredcites →https://doi.org/10.1109/surv.2014.012214.00180openalex-snapshot
A Survey of Software-Defined Networking: Past, Present, and Future of Programmable Networks
inferredcites →https://doi.org/10.1109/tmm.2019.2893549openalex-snapshot
Hybrid Deep-Learning-Based Anomaly Detection Scheme for Suspicious Flow Detection in SDN: A Social Multimedia Perspective
inferredcites →https://doi.org/10.1109/tnsm.2016.2516946openalex-snapshot
Design Patterns and Extensibility of REST API for Networking Applications
inferredcites →https://doi.org/10.1109/trustcom.2015.389openalex-snapshot
An Entropy-Based Distributed DDoS Detection Mechanism in Software-Defined Networking
inferredcites →https://doi.org/10.1109/waina.2014.153openalex-snapshot
REST API Design Patterns for SDN Northbound API
inferredcites →https://doi.org/10.1145/3098593.3098594openalex-snapshot
Ensemble-learning Approaches for Network Security and Anomaly Detection
inferredcites →https://doi.org/10.1145/3165290openalex-snapshot
Are We Ready to Drive Software-Defined Networks? A Comprehensive Survey on Management Tools and Techniques
inferredcites →https://doi.org/10.1145/3394956openalex-snapshot
SDN-Assisted DDoS Defense Framework for the Internet of Multimedia Things
inferredcites →https://doi.org/10.1155/2018/9804061openalex-snapshot
A DDoS Attack Detection Method Based on SVM in Software Defined Network
inferredcites →https://doi.org/10.1371/journal.pone.0174715openalex-snapshot
Distributed controller clustering in software defined networks
inferredcites →https://doi.org/10.1613/jair.594openalex-snapshot
Issues in Stacked Generalization
inferredcites →https://doi.org/10.21227/0s6v-p761openalex-snapshot
SDN-NF-TJ
inferredcites →https://doi.org/10.23919/jcc.2019.07.002openalex-snapshot
A survey: Typical security issues of software-defined networking
inferredcites →https://doi.org/10.26438/ijcse/v7i1.884889openalex-snapshot
Software Defined Networking (SDN) Challenges, issues and Solution
inferredcites →https://doi.org/10.3233/ida-130592openalex-snapshot
ROC analysis of classifiers in machine learning: A survey
inferredcites →https://doi.org/10.4018/978-1-5225-8407-0.ch023openalex-snapshot
Software-Defined Networks (SDN)
inferredcites →https://doi.org/10.4108/eai.28-12-2017.153515openalex-snapshot
A Deep Learning Based DDoS Detection System in Software-Defined Networking (SDN)
inferredcites →https://doi.org/10.48550/arxiv.1608.03307openalex-snapshot
Floware: Balanced Flow Monitoring in Software Defined Networks
inferredcites →https://doi.org/10.51936/noqf3710openalex-snapshot
ROC curve, lift chart and calibration plot

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Enhanced Intrusion Detection System Using a Two‐Staged Feature Selection Method
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Intelligent Intrusion Detection System Using Improved Osprey Optimization and Stacked Ensemble Learning for IoT ‐Based Healthcare Systems
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A chaotic-based artificial rabbit optimization and dandelion optimizer for QoS-aware web service composition in mobile edge computing
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A survey and classification of the security anomaly detection mechanisms in software defined networks
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3DLBS-BCHO: a three-dimensional deep learning approach based on branch splitter and binary chimp optimization for intrusion detection in IoT
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Controller placement in software-defined networks using reinforcement learning and metaheuristics
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A Hybrid Multi-objective Algorithm for Imbalanced Controller Placement in Software-Defined Networks
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Controller placement in SDN using game theory and a discrete hybrid metaheuristic algorithm
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An energy efficient controller placement in a software defined network using reinforcement learning and a discrete hybrid metaheuristic algorithm
inferred← citeshttps://doi.org/10.1007/s11334-024-00594-xopenalex-snapshot
Anomaly detection in software-defined networking utilizing multi-verse deer hunting optimization enabled deep q-network for traffic flow rate prediction
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An empirical study for the traffic flow rate prediction-based anomaly detection in software-defined networking: a challenging overview
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An Energy-Aware Resource Allocation Framework based on Reptile Search Algorithm and Gray Wolf Optimizer for Mobile Edge Computing
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Hybrid particle swarm optimization and ensemble learning model of DDoS attacks detection
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A protocol for cluster confirmations of SDN controllers against DDoS attacks
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Enhancing anomaly detection: A comprehensive approach with MTBO feature selection and TVETBO Optimized Quad-LSTM classification
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Ensemble learning for intrusion detection systems: A systematic mapping study and cross-benchmark evaluation
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.126280openalex-snapshot
Synchronizing adaptive LFAs defense in AIoT using hybrid Spatial–Temporal Graph model with programmable data plane, SDN
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ICMP-Flood-SDN: A Python based machine learning application for ICMP flood DDoS attack detection in software defined networks
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Enhancing anomaly detection for social multimedia in SDN using glow worm-driven deep belief network
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Deep Learning-Based Intrusion Detection Systems: A Systematic Review
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Fusing Security Alerts Improves Cyber-Security: An Alert Normalization Framework for Heterogeneous Devices
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LNAD: Towards Lightweight Network Anomaly Detection in Software-Defined Networking
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A Domain-Specific Large Language Model for Security and Non-Security Vulnerability Detection and Remediation in Learning Management Systems
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Dynamic Registration of Data Flows in Network Environments
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Evaluating Security Anomalies by Classifying Traffic Using Deep Learning
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In-Depth Analysis of Anomaly Detection in Software Defined Infrastructures Leveraging Hybrid ML and DL Models
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A novel feature selection algorithm for IoT networks intrusion detection system based on parallel CNN-LSTM model
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Developing a quality assessment model (QAM) using logical prediction: Binary validation
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Scalable and Robust Intrusion Detection System to Secure the IoT Environments using Software Defined Networks (SDN) Enabled Architecture
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SCALABILITY IMPROVEMENT OF ACTIVE PROBING FOR FAILURE DETECTION IN LARGE-SCALE SOFTWARE DEFINED NETWORKS USING COMMUNITY DETECTION ALGORITHMS
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Open-Source Software Defined Networking Controllers: State-of-the-Art, Challenges and Solutions for Future Network Providers
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PSO-Driven Feature Selection and Hybrid Ensemble for Network Anomaly Detection
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Enhanced Attacks Detection and Mitigation in Software Defined Networks
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