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ZT-SDN: An ML-Powered Zero-Trust Architecture for Software-Defined Networks

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What this work says

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

inferredcites →https://doi.org/10.1016/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.2008.12.011openalex-snapshot
Characterizing network traffic by means of the NetMine framework
inferredcites →https://doi.org/10.1016/j.eswa.2018.03.027openalex-snapshot
An ecosystem for anomaly detection and mitigation in software-defined networking
inferredcites →https://doi.org/10.1016/j.eswa.2021.116225openalex-snapshot
Unsupervised online anomaly detection in Software Defined Network environments
inferredcites →https://doi.org/10.1109/access.2018.2839684openalex-snapshot
A Detection Method for Anomaly Flow in Software Defined Network
inferredcites →https://doi.org/10.1109/access.2020.3001350openalex-snapshot
Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder
inferredcites →https://doi.org/10.1109/icndc.2012.53openalex-snapshot
Application Analysis of Automated Testing Framework Based on Robot
inferredcites →https://doi.org/10.1109/jproc.2014.2371999openalex-snapshot
Software-Defined Networking: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/nfv-sdn.2016.7919493openalex-snapshot
Predicting network attack patterns in SDN using machine learning approach
inferredcites →https://doi.org/10.1109/noms.2006.1687561openalex-snapshot
Analysis of Firewall Policy Rules Using Data Mining Techniques
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/noms10979.2006openalex-snapshot
2006 IEEE/IFIP Network Operations and Management Symposium NOMS 2006
inferredcites →https://doi.org/10.1109/tccn.2022.3186331openalex-snapshot
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs
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.2022.3229706openalex-snapshot
ARCADE: Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection
inferredcites →https://doi.org/10.1109/wocn13910.2008openalex-snapshot
2008 5th IFIP International Conference on Wireless and Optical Communications Networks (WOCN '08)
inferredcites →https://doi.org/10.1145/1282427.1282382openalex-snapshot
Ethane
inferredcites →https://doi.org/10.1145/1355734.1355746openalex-snapshot
OpenFlow
inferredcites →https://doi.org/10.1145/1592681openalex-snapshot
Proceedings of the 1st ACM workshop on Research on enterprise networking
inferredcites →https://doi.org/10.1145/1592681.1592684openalex-snapshot
Resonance
inferredcites →https://doi.org/10.1145/3381991openalex-snapshot
Proceedings of the 25th ACM Symposium on Access Control Models and Technologies
inferredcites →https://doi.org/10.1145/3450569.3463558openalex-snapshot
Can I Reach You? Do I Need To? New Semantics in Security Policy Specification and Testing
inferredcites →https://doi.org/10.1145/3460120.3484758openalex-snapshot
New Directions in Automated Traffic Analysis
inferredcites →https://doi.org/10.1145/3508398openalex-snapshot
Proceedings of the Twelfth ACM Conference on Data and Application Security and Privacy
inferredcites →https://doi.org/10.1145/3532105openalex-snapshot
Proceedings of the 27th ACM on Symposium on Access Control Models and Technologies
inferredcites →https://doi.org/10.1145/3532105.3535029openalex-snapshot
Removing the Reliance on Perimeters for Security using Network Views
inferredcites →https://doi.org/10.1145/3548606openalex-snapshot
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security
inferredcites →https://doi.org/10.1145/3564625openalex-snapshot
Proceedings of the 38th Annual Computer Security Applications Conference
inferredcites →https://doi.org/10.1145/3564625.3567968openalex-snapshot
ZeroDNS: Towards Better Zero Trust Security using DNS
inferredcites →https://doi.org/10.1145/3589608.3593836openalex-snapshot
MSNetViews: Geographically Distributed Management of Enterprise Network Security Policy
inferredcites →https://doi.org/10.14722/ndss.2018.23191openalex-snapshot
Investigating Ad Transparency Mechanisms in Social Media: A Case Study of Facebook's Explanations
inferredcites →https://doi.org/10.14722/ndss.2018.23204openalex-snapshot
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection
inferredcites →https://doi.org/10.17487/rfc3746openalex-snapshot
Forwarding and Control Element Separation (ForCES) Framework
inferredcites →https://doi.org/10.21926/obm.geriatr.2501294openalex-snapshot
Opioid-Involved Elder Abuse in the United States: Perspectives from Adult Protective Services
inferredcites →https://doi.org/10.3233/ida-2007-11508openalex-snapshot
Toward accurate dynamic time warping in linear time and space
inferredcites →https://doi.org/10.3390/fi12090147openalex-snapshot
Software Defined Networking Flow Table Management of OpenFlow Switches Performance and Security Challenges: A Survey
inferredcites →https://doi.org/10.48550/arxiv.1812.05069openalex-snapshot
Recent Advances in Autoencoder-Based Representation Learning
inferredcites →https://doi.org/10.5555/1367985.1367993openalex-snapshot
Toward accurate dynamic time warping in linear time and space

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-032-08124-7_30openalex-snapshot
Zero Trust Continuous Authentication Models and Automated Policy Formulation
inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112400openalex-snapshot
Towards cost optimization of deploying zero trust enabled SFC in multi-vendor programmable networks
inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112574openalex-snapshot
BQLLDA: A blockchain, Q-learning, and hybrid post-quantum cryptography-driven adaptive framework with consensus-based trust management to mitigate zero-trust link discovery attacks in SDVNs
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.100921openalex-snapshot
DDoS attack detection and defense techniques in software defined networks: A survey
inferred← citeshttps://doi.org/10.1038/s41598-026-40975-9openalex-snapshot
Performance analysis of network automation techniques for dense IP networks
inferred← citeshttps://doi.org/10.1080/23742917.2026.2704951openalex-snapshot
Zero Trust Paradigm (ZTP): an advancing approach of cybersecurity in emerging technologies
inferred← citeshttps://doi.org/10.1108/jsit-08-2024-0326openalex-snapshot
Zero trust in cybersecurity: managing critical challenges for effective implementation
inferred← citeshttps://doi.org/10.1109/cscloud66326.2025.00022openalex-snapshot
Secure and Scalable AI Pipelines for Network Automation in Highly Regulated SaaS Environments
inferred← citeshttps://doi.org/10.1109/dac63849.2025.11132793openalex-snapshot
Security Opportunities and Challenges for Disaggregated Architectures (Invited)
inferred← citeshttps://doi.org/10.1109/icdds67737.2025.11344677openalex-snapshot
An Explainable Deep Learning Architecture for Trust-Aware Zero-Trust Enforcement in Resource-Constrained SDNs
inferred← citeshttps://doi.org/10.1109/icietsd68684.2026.11584676openalex-snapshot
AI-Driven Zero Trust Enforcement System for Software-Defined Networks
inferred← citeshttps://doi.org/10.1109/icsccc69031.2026.11600253openalex-snapshot
Federated Learning–Enabled Zero-Trust SDN Framework for Secure IoT Network Traffic Analysis
inferred← citeshttps://doi.org/10.1109/mipro70003.2026.11592057openalex-snapshot
PrivSev: Privacy-Preserving Artificial Intelligence in 6G Open Radio Access Networks: A Survey
inferred← citeshttps://doi.org/10.1109/nana66698.2025.00012openalex-snapshot
Agent-Based End-Host Monitoring in IPv6 SDN Intranets: A Hybrid Machine Learning Approach by using UEBA Framework
inferred← citeshttps://doi.org/10.1561/3300000046openalex-snapshot
The Zero-trust Paradigm: Concepts, Architectures and Applications
inferred← citeshttps://doi.org/10.28925/2663-4023.2026.32.1194openalex-snapshot
NETWORK ACCESS LIFECYCLE: A STRUCTURED APPROACH TO FIREWALL RULE GOVERNANCE IN ZERO TRUST ENVIRONMENTS
inferred← citeshttps://doi.org/10.3390/fi18030165openalex-snapshot
A Post-Quantum Secure Architecture for 6G-Enabled Smart Hospitals: A Multi-Layered Cryptographic Framework
inferred← citeshttps://doi.org/10.3390/fi18100515openalex-snapshot
SDP-FW: Managing Transient Authorization in Software-Defined Perimeters for Zero Trust Networks
inferred← citeshttps://doi.org/10.56238/revgeov17n7-173openalex-snapshot
ARQUITETURA ZERO TRUST EM INFRAESTRUTURAS DE REDES: UMA REVISÃO DE ESCOPO SOBRE MECANISMOS, EVIDÊNCIAS E DESAFIOS DE IMPLEMENTAÇÃO
inferred← citeshttps://doi.org/10.58830/ozgur.pub1473.c5886openalex-snapshot
Cybersecurity, Network Security, and Privacy: A Theoretical Evaluation
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