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Moving Target Defense as a Proactive Defense Element for Beyond 5G
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-32430-8_29openalex-snapshot
General Sum Markov Games for Strategic Detection of Advanced Persistent Threats Using Moving Target Defense in Cloud Networks
inferredcites →https://doi.org/10.1007/978-3-030-64793-3_4openalex-snapshot
Adversarial Deep Reinforcement Learning Based Adaptive Moving Target Defense
inferredcites →https://doi.org/10.1016/j.future.2018.11.045openalex-snapshot
A moving target defense and network forensics framework for ISP networks using SDN and NFV
inferredcites →https://doi.org/10.1109/access.2020.3010896openalex-snapshot
6G and Beyond: The Future of Wireless Communications Systems
inferredcites →https://doi.org/10.1109/comst.2019.2963791openalex-snapshot
Toward Proactive, Adaptive Defense: A Survey on Moving Target Defense
inferredcites →https://doi.org/10.1109/dsc50466.2020.00065openalex-snapshot
DQ-MOTAG: Deep Reinforcement Learning-based Moving Target Defense Against DDoS Attacks
inferredcites →https://doi.org/10.1109/icccn.2013.6614155openalex-snapshot
MOTAG: Moving Target Defense against Internet Denial of Service Attacks
inferredcites →https://doi.org/10.1109/iscc.2018.8538636openalex-snapshot
The Evolution of Bashlite and Mirai IoT Botnets
inferredcites →https://doi.org/10.1109/tnnls.2021.3121870openalex-snapshot
Deep Reinforcement Learning for Cyber Security
inferredcites →https://doi.org/10.1117/12.2559319openalex-snapshot
Cyber resilience using autonomous agents and reinforcement learning
inferredcites →https://doi.org/10.1145/3180465.3180473openalex-snapshot
MTD Analysis and evaluation framework in Software Defined Network (MASON)
inferredcites →https://doi.org/10.48550/arxiv.2007.10457openalex-snapshot
Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4679375openalex-extracted
Moving Target Defense Approach for Secure Relay Selection in Vehicular Networks
inferred← citeshttps://doi.org/10.1002/9781394340750.ch7openalex-snapshot
Advanced Defense Techniques: Beyond Traditional Security Measures
inferred← citeshttps://doi.org/10.1007/978-981-95-0615-6_4openalex-snapshot
AI-Driven Moving Target Defense Framework for SD-IoV: Roadside Unit Mutation via Proximal Policy Optimization
inferred← citeshttps://doi.org/10.1007/s10207-024-00897-xopenalex-snapshot
Unmasking SDN flow table saturation: fingerprinting, attacks and defenses
inferred← citeshttps://doi.org/10.1016/j.comnet.2023.109850openalex-snapshot
Network fingerprinting via timing attacks and defense in software defined networks
inferred← citeshttps://doi.org/10.1016/j.cose.2023.103343openalex-snapshot
Adaptive monitoring, detection, and response for agile digital service chains
inferred← citeshttps://doi.org/10.1016/j.jisa.2026.104490openalex-snapshot
Proactive defense for cloud-native network slicing: A risk-aware intelligent moving target defense framework based on multi-agent deep reinforcement learning
inferred← citeshttps://doi.org/10.1016/j.jisa.2026.104560openalex-snapshot
Moving target defense in 5G and beyond networks: A comprehensive survey and research directions
inferred← citeshttps://doi.org/10.1016/j.vehcom.2024.100774openalex-snapshot
Moving target defense approach for secure relay selection in vehicular networks
inferred← citeshttps://doi.org/10.1038/s41598-026-65710-2openalex-snapshot
Attention-based intrusion detection using transformer networks on UNSW-NB15
inferred← citeshttps://doi.org/10.1109/6gnet54646.2022.9830323openalex-snapshot
Level of Trust and Privacy Management in 6G Intent-based Networks for Vertical Scenarios
inferred← citeshttps://doi.org/10.1109/comst.2023.3239220openalex-snapshot
Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges
inferred← citeshttps://doi.org/10.1109/dcoss-iot65416.2025.00139openalex-snapshot
Design and Evaluation of a Network Digital Twin Framework for 5G/6G Architectures
inferred← citeshttps://doi.org/10.1109/ecoc66593.2025.11263404openalex-snapshot
Optical Transport Networks Enabling Security Features in 6G Systems
inferred← citeshttps://doi.org/10.1109/fnwf55208.2022.00065openalex-snapshot
ETSI ZSM Driven Security Management in Future Networks
inferred← citeshttps://doi.org/10.1109/mnet.2024.3483302openalex-snapshot
Moving Target Defense (MTD) for 6G Edge-to-Cloud Continuum: A Cognitive Perspective
inferred← citeshttps://doi.org/10.1109/nfv-sdn59219.2023.10329594openalex-snapshot
MERLINS – Moving Target Defense Enhanced with Deep-RL for NFV In-Depth Security
inferred← citeshttps://doi.org/10.1109/noms56928.2023.10154367openalex-snapshot
TopoFuzzer — A Network Topology Fuzzer for Moving Target Defense in the Telco Cloud
inferred← citeshttps://doi.org/10.1109/noms56928.2023.10154420openalex-snapshot
Demo: Closed-Loop Security Orchestration in the Telco Cloud for Moving Target Defense
inferred← citeshttps://doi.org/10.1109/noms69089.2026.11668121openalex-snapshot
MERLINS: A Machine Learning-Driven Moving Target Defense (MTD) Framework for Future Networks
inferred← citeshttps://doi.org/10.1109/sin63213.2024.10871675openalex-snapshot
5G Slice Mutation to Overcome Distributed Denial of Service Attacks Using Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/tifs.2024.3402055openalex-snapshot
RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT
inferred← citeshttps://doi.org/10.1109/tii.2022.3190556openalex-snapshot
How to Mitigate DDoS Intelligently in SD-IoV: A Moving Target Defense Approach
inferred← citeshttps://doi.org/10.1109/trustcom60117.2023.00205openalex-snapshot
Attacks Against Mobility Prediction in 5G Networks
inferred← citeshttps://doi.org/10.1109/trustcom66490.2025.00331openalex-snapshot
5GC-PDA:A Novel Proactive Defense Architecture for Enhancing 5G Core Network Security
inferred← citeshttps://doi.org/10.12694/scpe.v25i4.2901openalex-snapshot
Verification and Optimization of Network Security Defense System from the Perspective of Blue Army in Actual Offensive and Defensive Exercises
inferred← citeshttps://doi.org/10.1360/ssi-2025-0059openalex-snapshot
6GC cyber resilience: vision, architecture, and key technologies
inferred← citeshttps://doi.org/10.3390/electronics11101623openalex-snapshot
IoDM: A Study on a IoT-Based Organizational Deception Modeling with Adaptive General-Sum Game Competition
inferred← citeshttps://doi.org/10.3390/sym15061147openalex-snapshot
Security Concepts in Emerging 6G Communication: Threats, Countermeasures, Authentication Techniques and Research Directions
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