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Intrusion detection systems in the Internet of things: A comprehensive investigation
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1 of the 129 references listed on this page is in the Retraction Watch database as retracted (export 2026-10-28): 10.1016/j.energy.2018.06.141 (notice 2019-03-27).
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Outgoing claims: the papers this work cites, builds on, or argues with.
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The Internet of Things: A survey
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Internet of things security: A top-down survey
inferredcites →https://doi.org/10.1016/j.cose.2011.08.009openalex-snapshot
Swarm intelligence in intrusion detection: A survey
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A roadmap for security challenges in the Internet of Things
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inferredcites →https://doi.org/10.1016/j.icte.2018.01.014openalex-snapshot
Intrusion detection for cloud computing using neural networks and artificial bee colony optimization algorithm
inferredcites →https://doi.org/10.1016/j.jisa.2017.11.002openalex-snapshot
Internet of Things: A survey on the security of IoT frameworks
inferredcites →https://doi.org/10.1016/j.jnca.2016.06.003openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.jnca.2016.10.009openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.jnca.2017.01.005openalex-snapshot
Comprehensive and systematic review of the service composition mechanisms in the cloud environments
inferredcites →https://doi.org/10.1016/j.jnca.2017.02.009openalex-snapshot
A survey of intrusion detection in Internet of Things
inferredcites →https://doi.org/10.1016/j.jnca.2017.08.006openalex-snapshot
Data aggregation mechanisms in the Internet of things: A systematic review of the literature and recommendations for future research
inferredcites →https://doi.org/10.1016/j.jnca.2018.11.007openalex-snapshot
A taxonomy of software-based and hardware-based approaches for energy efficiency management in the Hadoop
inferredcites →https://doi.org/10.1016/j.jss.2016.07.006openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.patcog.2014.04.006openalex-snapshot
Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks
inferredcites →https://doi.org/10.1016/j.tourman.2014.05.009openalex-snapshot
Environmental strategies and organizational competitiveness in the hotel industry: The role of learning and innovation as determinants of environmental success
inferredcites →https://doi.org/10.1016/s1389-1286(00)00136-5openalex-snapshot
Intrusion detection using autonomous agents
inferredcites →https://doi.org/10.1049/cp.2011.1014openalex-snapshot
An intrusion detection scheme based on anomaly mining in Internet of Things
inferredcites →https://doi.org/10.1080/10916466.2018.1446176openalex-snapshot
Applying ANFIS-PSO algorithm as a novel accurate approach for prediction of gas density
inferredcites →https://doi.org/10.1080/10916466.2018.1447954openalex-snapshot
Utilization of LSSVM algorithm for estimating synthetic natural gas density
inferredcites →https://doi.org/10.1109/access.2018.2805842openalex-snapshot
Load Balancing Mechanisms in the Software Defined Networks: A Systematic and Comprehensive Review of the Literature
inferredcites →https://doi.org/10.1109/aiccsa.2015.7507270openalex-snapshot
A secure authentication mechanism for resource constrained devices
inferredcites →https://doi.org/10.1109/aina.2017.161openalex-snapshot
A Trust Based Distributed Intrusion Detection Mechanism for Internet of Things
inferredcites →https://doi.org/10.1109/cisim.2008.49openalex-snapshot
Survey: Using Genetic Algorithm Approach in Intrusion Detection Systems Techniques
inferredcites →https://doi.org/10.1109/cit/iucc/dasc/picom.2015.95openalex-snapshot
An AGV Mechanism Based Secure Routing Protocol for Internet of Things
inferredcites →https://doi.org/10.1109/ficloud.2016.20openalex-snapshot
Survey of Intrusion Detection Systems towards an End to End Secure Internet of Things
inferredcites →https://doi.org/10.1109/ficloud41858.2017openalex-snapshot
2017 IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud)
inferredcites →https://doi.org/10.1109/icacte.2010.5579563openalex-snapshot
A study of information security for M2M of IOT
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Proceedings IEEE International Conference on Communications ICC '95
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Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/icc.2013.6654843openalex-snapshot
Anomaly detection in cellular Machine-to-Machine communications
inferredcites →https://doi.org/10.1109/icc.2016.7510811openalex-snapshot
A lightweight anomaly detection technique for low-resource IoT devices: A game-theoretic methodology
inferredcites →https://doi.org/10.1109/icc.2016.7510833openalex-snapshot
A game theoretic model for enabling honeypots in IoT networks
inferredcites →https://doi.org/10.1109/iccse.2010.5593839openalex-snapshot
Survey on HMM based anomaly intrusion detection using system calls
inferredcites →https://doi.org/10.1109/iccse.2012.6295258openalex-snapshot
An analysis on DoS attack and defense technology
inferredcites →https://doi.org/10.1109/icdcs.2017.104openalex-snapshot
Kalis — A System for Knowledge-Driven Adaptable Intrusion Detection for the Internet of Things
inferredcites →https://doi.org/10.1109/iceeot.2016.7755150openalex-snapshot
PHY/MAC layer attack detection system using neuro-fuzzy algorithm for IoT network
inferredcites →https://doi.org/10.1109/icmtma.2014.57openalex-snapshot
Design of Complex Event-Processing IDS in Internet of Things
inferredcites →https://doi.org/10.1109/inm.2015.7140344openalex-snapshot
Detection of sinkhole attacks for supporting secure routing on 6LoWPAN for Internet of Things
inferredcites →https://doi.org/10.1109/inmw.2009.5195973openalex-snapshot
A novel coding scheme to implement signature based IDS in IP based Sensor Networks
inferredcites →https://doi.org/10.1109/ipdps.2001.924926openalex-snapshot
Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001
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2014 IST-Africa Conference Proceedings
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A Learning Automata Based Solution for Preventing Distributed Denial of Service in Internet of Things
inferredcites →https://doi.org/10.1109/iwcmc.2017.7986299openalex-snapshot
An intrusion detection system for selective forwarding attack in IPv6-based mobile WSNs
inferredcites →https://doi.org/10.1109/jiot.2014.2337018openalex-snapshot
Information Fusion to Defend Intentional Attack in Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2016.2547994openalex-snapshot
Deceptive Attack and Defense Game in Honeypot-Enabled Networks for the Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2017.2694844openalex-snapshot
A Survey on Security and Privacy Issues in Internet-of-Things
inferredcites →https://doi.org/10.1109/jiot.2018.2861742openalex-snapshot
Toward Efficient Service Composition Techniques in the Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2018.2883344openalex-snapshot
AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks
inferredcites →https://doi.org/10.1109/mc.2013.74openalex-snapshot
Cyberentity Security in the Internet of Things
inferredcites →https://doi.org/10.1109/mce.2017.2685019openalex-snapshot
Security and Privacy Challenges in the Internet of Things [Security and Privacy Matters]
inferredcites →https://doi.org/10.1109/mwc.2008.4599219openalex-snapshot
Anomaly detection in wireless sensor networks
inferredcites →https://doi.org/10.1109/pccc.2015.7410342openalex-snapshot
Ultra-lightweight deep packet anomaly detection for Internet of Things devices
inferredcites →https://doi.org/10.1109/surv.2010.021510.00088openalex-snapshot
Outlier Detection Techniques for Wireless Sensor Networks: A Survey
inferredcites →https://doi.org/10.1109/tifs.2009.2025847openalex-snapshot
An Information-Theoretic View of Network-Aware Malware Attacks
inferredcites →https://doi.org/10.1109/trustcom.2015.390openalex-snapshot
A Sybil Attack Detection Scheme for a Centralized Clustering-Based Hierarchical Network
inferredcites →https://doi.org/10.1109/tsp.2018.8441338openalex-snapshot
Negative Selection and Neural Network Based Algorithm for Intrusion Detection in IoT
inferredcites →https://doi.org/10.1109/tvt.2017.2701551openalex-snapshot
An Accurate Security Game for Low-Resource IoT Devices
inferredcites →https://doi.org/10.1109/wimob.2005.1512911openalex-snapshot
An intrusion detection system for wireless sensor networks
inferredcites →https://doi.org/10.1109/wimob.2013.6673419openalex-snapshot
Denial-of-Service detection in 6LoWPAN based Internet of Things
inferredcites →https://doi.org/10.1109/wispnet.2016.7566473openalex-snapshot
InDReS: An Intrusion Detection and response system for Internet of Things with 6LoWPAN
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Solar energy forecasting based on hybrid neural network and improved metaheuristic algorithm
inferredcites →https://doi.org/10.1145/1952982.1952995openalex-snapshot
False data injection attacks against state estimation in electric power grids
inferredcites →https://doi.org/10.1145/2185505openalex-snapshot
Proceedings of the 1st international conference on High Confidence Networked Systems
inferredcites →https://doi.org/10.1145/2185505.2185515openalex-snapshot
Attack models and scenarios for networked control systems
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Proceedings of the 8th International Conference on Security of Information and Networks
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Algorithms for network server anomaly behavior detection without traffic content inspection
inferredcites →https://doi.org/10.1145/3055245openalex-snapshot
Proceedings of the 3rd ACM International Workshop on IoT Privacy, Trust, and Security
inferredcites →https://doi.org/10.1145/3055245.3055252openalex-snapshot
Intrusion Detection in the RPL-connected 6LoWPAN Networks
inferredcites →https://doi.org/10.1145/501983openalex-snapshot
Proceedings of the 8th ACM conference on Computer and Communications Security
inferredcites →https://doi.org/10.1145/586110.586146openalex-snapshot
Specification-based anomaly detection
inferredcites →https://doi.org/10.1145/984622.984660openalex-snapshot
The sybil attack in sensor networks
inferredcites →https://doi.org/10.1155/2013/794326openalex-snapshot
Routing Attacks and Countermeasures in the RPL-Based Internet of Things
inferredcites →https://doi.org/10.1155/2014/594501openalex-snapshot
Linear SVM-Based Android Malware Detection for Reliable IoT Services
inferredcites →https://doi.org/10.1155/2016/6206353openalex-snapshot
System for Malicious Node Detection in IPv6-Based Wireless Sensor Networks
inferredcites →https://doi.org/10.1155/2017/1750637openalex-snapshot
An Automata Based Intrusion Detection Method for Internet of Things
inferredcites →https://doi.org/10.1186/s13638-018-1128-zopenalex-snapshot
An intrusion detection method for internet of things based on suppressed fuzzy clustering
inferredcites →https://doi.org/10.14419/jacst.v3i2.3321openalex-snapshot
Denial-of-Service attacks on 6LoWPAN-RPL networks: Issues and practical solutions
inferredcites →https://doi.org/10.14569/ijacsa.2016.070540openalex-snapshot
Multi-Objective Task Scheduling in Cloud Computing Using an Imperialist Competitive Algorithm
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A hybrid neural network – world cup optimization algorithm for melanoma detection
inferredcites →https://doi.org/10.1587/comex.4.44openalex-snapshot
Low false alarm attackers detection in RPL by considering timing inconstancy between the rank measurements
inferredcites →https://doi.org/10.17487/rfc7416openalex-snapshot
A Security Threat Analysis for the Routing Protocol for Low-Power and Lossy Networks (RPLs)
inferredcites →https://doi.org/10.3390/info7020025openalex-snapshot
A Specification-Based IDS for Detecting Attacks on RPL-Based Network Topology
inferredcites →https://doi.org/10.3390/s141224188openalex-snapshot
A Malicious Pattern Detection Engine for Embedded Security Systems in the Internet of Things
inferredcites →https://doi.org/10.3390/s16010118openalex-snapshot
Defence against Black Hole and Selective Forwarding Attacks for Medical WSNs in the IoT
inferredcites →https://doi.org/10.3390/s17091967openalex-snapshot
Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT
inferredcites →https://doi.org/10.4028/www.scientific.net/amr.562-564.1982openalex-snapshot
Research on Intrusion Detection for the Internet of Things Based on Clone Selection Principle
inferredcites →https://doi.org/10.4236/ait.2012.21001openalex-snapshot
Cyber-Physical-Social Based Security Architecture for Future Internet of Things
inferredcites →https://doi.org/10.4236/jcc.2017.57016openalex-snapshot
An Immunity-Based IOT Environment Security Situation Awareness Model
inferredcites →https://doi.org/10.48550/arxiv.1501.02211openalex-snapshot
Survey of Security and Privacy Issues of Internet of Things
inferredcites →https://doi.org/10.5120/1439-1947openalex-snapshot
A Literature Review of Security Attack in Mobile Ad-hoc Networks
inferredcites →https://doi.org/10.5120/21565-4589openalex-snapshot
Real Time Intrusion and Wormhole Attack Detection in Internet of Things
inferredcites →https://doi.org/10.5281/zenodo.17057108openalex-snapshot
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inferredcites →https://doi.org/10.5555/2872550.2872552openalex-snapshot
Communication security in internet of thing: preventive measure and avoid DDoS attack over IoT network
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Optimal Placement of Distributed Generations in Radial Distribution Systems Using Various PSO and DE Algorithms
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Construction of Internet of Things English terms model and analysis of language features via deep learning
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Unveiling intruders’ behaviors: explainable AI-based profiling of malicious bot activities in IoT networks
inferred← citeshttps://doi.org/10.1007/s11276-021-02793-xopenalex-snapshot
Replica selection and placement techniques on the IoT and edge computing: a deep study
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An energy-aware clustering method in the IoT using a swarm-based algorithm
inferred← citeshttps://doi.org/10.1007/s11277-021-09188-3openalex-snapshot
Quality of Service Improvement in IoT Over Fiber-Wireless Networks Using an Efficient Routing Method Based on a Cuckoo Search Algorithm
inferred← citeshttps://doi.org/10.1007/s12083-025-02177-4openalex-snapshot
IA-IDS: an intelligent adaptive intrusion detection system for IoT security using CNN, BiLSTM, and attention mechanism
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A distributed ensemble design based intrusion detection system using fog computing to protect the internet of things networks
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The use of data mining technology in agricultural e-commerce under the background of 6G Internet of things communication
inferred← citeshttps://doi.org/10.1007/s13369-022-07412-1openalex-snapshot
Intrusion Detection Systems: A State-of-the-Art Taxonomy and Survey
inferred← citeshttps://doi.org/10.1007/s13748-026-00443-xopenalex-snapshot
Intrusion detection model for secure fog computing: harnessing with federated continual learning using the HIKARI dataset to combat emerging attacks
inferred← citeshttps://doi.org/10.1007/s42454-020-00017-9openalex-snapshot
Blacksite: human-in-the-loop artificial immune system for intrusion detection in internet of things
inferred← citeshttps://doi.org/10.1007/s42979-025-04106-xopenalex-snapshot
IoT Security Innovations: Recent Technologies, Threats, and Solutions
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Blockchain and federated learning-based intrusion detection approaches for edge-enabled industrial IoT networks: a survey
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An effect of chaos grasshopper optimization algorithm for protection of network infrastructure
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Analyzing Blockchain integrated architectures for effective handling of IoT-ecosystem transactions
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Intrusion detection and prevention in fog based IoT environments: A systematic literature review
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A flexible and lightweight privacy-preserving handshake protocol based on DTLShps for IoT
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A real-time IoT-based botnet detection method using a novel two-step feature selection technique and the support vector machine classifier
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Detecting malicious proxy nodes during IoT network joining phase
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Anomaly-based intrusion detection system for IoT networks through deep learning model
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Hybrid intrusion detection system for wireless IoT networks using deep learning algorithm
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Intrusion detection system using hybrid classifiers with meta-heuristic algorithms for the optimization and feature selection by genetic algorithm
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Designing accurate lightweight intrusion detection systems for IoT networks using fine-tuned linear SVM and feature selectors
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A deep neural network-based multi-layer classifier ensembles for intrusion detection in fog-based Internet of Things environments
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Fault Matters: Sensor data fusion for detection of faults using Dempster–Shafer theory of evidence in IoT-based applications
inferred← citeshttps://doi.org/10.1016/j.ins.2023.119424openalex-snapshot
CITE: A content based trust evaluation scheme for data collection with Internet of Everything
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Machine learning approaches to IoT security: A systematic literature review
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Securing massive IoT in 6G: Recent solutions, architectures, future directions
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A comprehensive survey on detection of sinkhole attack in routing over low power and Lossy network for internet of things
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Anomaly-based cyberattacks detection for smart homes: A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.iot.2023.100999openalex-snapshot
The robust scheme for intrusion detection system in Internet of Things
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Energy-based approach for attack detection in IoT devices: A survey
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Authentication schemes for Internet of Things (IoT) networks: A systematic review and security assessment
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Deep learning for cyber threat detection in IoT networks: A review
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A comprehensive survey on IoT attacks: Taxonomy, detection mechanisms and challenges
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An efficient self attention-based 1D-CNN-LSTM network for IoT attack detection and identification using network traffic
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Intrusion detection systems in IoT: A detailed review of threat categories, detection strategies, and future technologies
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A GRU deep learning system against attacks in software defined networks
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Intelligent approaches toward intrusion detection systems for Industrial Internet of Things: A systematic comprehensive review
inferred← citeshttps://doi.org/10.1016/j.procs.2023.01.153openalex-snapshot
Voting-based Ensemble Learning approach for Cyber Attacks Detection in Industrial Internet of Things
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A systematic review of metaheuristics-based and machine learning-driven intrusion detection systems in IoT
inferred← citeshttps://doi.org/10.1016/j.sysarc.2022.102722openalex-snapshot
IDERES: Intrusion detection and response system using machine learning and attack graphs
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Deployment cost optimization in fiber-wireless network: A study of greedy and dynamic-programming based approaches
inferred← citeshttps://doi.org/10.1038/s41598-024-67956-0openalex-snapshot
Analyzing anonymous activities using Interrupt-aware Anonymous User-System Detection Method (IAU-S-DM) in IoT
inferred← citeshttps://doi.org/10.1038/s41598-025-09633-4openalex-snapshot
An intelligent IDS using bagging based fuzzy CNN for secured communication in vehicular networks
inferred← citeshttps://doi.org/10.1038/s41598-026-39366-xopenalex-snapshot
Explainable multi agent reinforcement learning framework for secure and adaptive communication in UAV swarm based fanets
inferred← citeshttps://doi.org/10.1051/matecconf/202439201141openalex-snapshot
Blockchain-enabled collaborative anomaly detection for IoT security
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Study and analysis of key generation techniques in internet of things
inferred← citeshttps://doi.org/10.1080/1206212x.2026.2731403openalex-snapshot
Efficient and explainable intrusion detection for the internet of things using modified-LSTM and HTM-inspired sparse CNN with federated learning
inferred← citeshttps://doi.org/10.1080/19393555.2020.1853855openalex-snapshot
A systematic review and taxonomy of web applications threats
inferred← citeshttps://doi.org/10.1080/19393555.2025.2484351openalex-snapshot
Intruder detection system employing modified Adaboost for Industrial Internet of Things (IIoT)
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/10.1088/1742-6596/2007/1/012046openalex-snapshot
Persuasive Factors and Weakness for Security Vulnerabilities in BIG IOT Data in Healthcare Solution
inferred← citeshttps://doi.org/10.1093/comnet/cnad021openalex-snapshot
A distributed adaptive routing against selective forwarding attack in scale-free network considering cascading failure
inferred← citeshttps://doi.org/10.1108/cw-02-2020-0017openalex-snapshot
An energy-aware approach for resources allocating in the internet of things using a forest optimization algorithm
inferred← citeshttps://doi.org/10.1108/k-07-2020-0449openalex-snapshot
Systematic literature review on the security challenges of blockchain in IoT-based smart cities
inferred← citeshttps://doi.org/10.1108/k-09-2019-0621openalex-snapshot
Fog computing in health management processing systems
inferred← citeshttps://doi.org/10.1109/access.2020.3002932openalex-snapshot
A Survey on Trend and Classification of Internet of Things Reviews
inferred← citeshttps://doi.org/10.1109/access.2021.3140015openalex-snapshot
Generative Deep Learning to Detect Cyberattacks for the IoT-23 Dataset
inferred← citeshttps://doi.org/10.1109/access.2022.3179720openalex-snapshot
Double Deep Q-Learning With Prioritized Experience Replay for Anomaly Detection in Smart Environments
inferred← citeshttps://doi.org/10.1109/access.2023.3274474openalex-snapshot
Network Intrusion Detection with Two-Phased Hybrid Ensemble Learning and Automatic Feature Selection
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Securing Blockchain-Based IoT Systems: A Review
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A Comprehensive Approach to Intrusion Detection in IoT Environments Using Hybrid Feature Selection and Multi-Stage Classification Techniques
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Analysis of IoT attack detection and Mitigation
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Application of an Intrusion Detection System in Smart Cities: A Review
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DeepBlock: a Collaborative Intrusion Detection Framework Based on Blockchain and Deep Learning
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Hybridization of Deep Learning & Machine Learning For IoT Based Intrusion Classification
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Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT Devices
inferred← citeshttps://doi.org/10.1109/cins63881.2024.10864439openalex-snapshot
Optimized CNN Techniques for Intrusion Detection Using NBA-IoT Data
inferred← citeshttps://doi.org/10.1109/gcwkshps56602.2022.10008548openalex-snapshot
An Intelligent Platform for Threat Assessment and Cyber-Attack Mitigation in IoMT Ecosystems
inferred← citeshttps://doi.org/10.1109/i-smac47947.2019.9032633openalex-snapshot
Optimized Activation Function on Deep Belief Network for Attack Detection in IoT
inferred← citeshttps://doi.org/10.1109/ic3i56241.2022.10073101openalex-snapshot
Blurred Image Processing and IoT Action Recognition in Academy Training Sport
inferred← citeshttps://doi.org/10.1109/ic3iot53935.2022.9768015openalex-snapshot
A Detailed Review of the IoT with Detection of Sinkhole Attacks in RPL based network
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Outlier Detection in Sensor Data Using Machine Learning Techniques for IoT Framework and Wireless Sensor Networks: A Brief Study
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Authentication in IoT Networks via Machine Learning and Deep Learning: A Review
inferred← citeshttps://doi.org/10.1109/iccisc52257.2021.9484979openalex-snapshot
Performance Analysis of Deep Learning Algorithms for Intrusion Detection in IoT
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An Enhanced Genetic-based CIDE Framework for Scalable Anomaly Detection in Big Data
inferred← citeshttps://doi.org/10.1109/iccsc71566.2026.11650217openalex-snapshot
Network Behavior Analysis for Intrusion Detection a Systematic Review
inferred← citeshttps://doi.org/10.1109/icct52962.2021.9657859openalex-snapshot
Node Resource Balance Scheduling Algorithm of Power Internet of Things Based on Big Data
inferred← citeshttps://doi.org/10.1109/icct56141.2022.10073246openalex-snapshot
DNN7: An Efficient Network Intrusion Detection Model
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Intrusion Detection in IoT Networks Using Deep Learning: A Comprehensive Approach
inferred← citeshttps://doi.org/10.1109/icicce61720.2023.00028openalex-snapshot
Privacy Armor for IoT: A Fusion Framework of Blockchain and LSTM for Data Security
inferred← citeshttps://doi.org/10.1109/iciccs56967.2023.10142805openalex-snapshot
Least Square Support Vector Machine based Intrusion Detection System in IoT
inferred← citeshttps://doi.org/10.1109/iciccs65191.2025.10985402openalex-snapshot
Enhanced Intrusion Detection System with Modified Random Forest and Feature Selection on KDD
inferred← citeshttps://doi.org/10.1109/icirdc62824.2023.00047openalex-snapshot
Security Threat Prediction Model of Internet of Things Equipment Based on Recurrent Neural Network Algorithm
inferred← citeshttps://doi.org/10.1109/icon-sonics59898.2023.10435006openalex-snapshot
Development of Intrusion Detection Models for IoT Networks Utilizing CICIoT2023 Dataset
inferred← citeshttps://doi.org/10.1109/iconstem56934.2023.10142458openalex-snapshot
An analysis of Intrusion detection systems in IIoT
inferred← citeshttps://doi.org/10.1109/icpcsn68523.2026.11543752openalex-snapshot
Machine Learning-based Outlier Detection in IoT Wireless Systems
inferred← citeshttps://doi.org/10.1109/icscn67106.2025.11308311openalex-snapshot
Efficient Anomaly Detection in Big Data using Improved Random Forest Model
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Intrusion Detection System as Audit in IoT Infrastructure using Ensemble Learning and SMOTE Method
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A Review of Intrusion Detection System in IoT with Machine Learning Approach: Current and Future Research
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Intrusion Detection Systems for Industrial Internet of Things: A Survey
inferred← citeshttps://doi.org/10.1109/ictmim65579.2025.10988029openalex-snapshot
Real-Time IoT Cybersecurity using Machine Learning-based AI Threat Detection System to Train Generative Robots
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A Survey on Intelligent Attack Mitigation and Latency Optimization in High-Speed Edge Networks using Deep Learning and Bio-Inspired Algorithms
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Exploration of CNN with Node Centred Intrusion Detection Structure Plan for Green Cloud
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A Lightweight Cyber-Security Defense Framework for Smart Homes
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IoT Intrusion Detection: A Review of ML and DL-Based Approaches
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Developing Explainable Intrusion Detection Systems for Internet of Things
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Enhancing the Detection of Automated DDoS Attacks Using Advanced Machine Learning Methods
inferred← citeshttps://doi.org/10.1109/jiot.2019.2933518openalex-snapshot
A Comprehensive Study on the Trust Management Techniques in the Internet of Things
inferred← citeshttps://doi.org/10.1109/jiot.2020.2985912openalex-snapshot
Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge
inferred← citeshttps://doi.org/10.1109/jiot.2022.3167005openalex-snapshot
Intrusion Detection in the IoT Under Data and Concept Drifts: Online Deep Learning Approach
inferred← citeshttps://doi.org/10.1109/jiot.2023.3294259openalex-snapshot
A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping
inferred← citeshttps://doi.org/10.1109/jiot.2023.3344842openalex-snapshot
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems
inferred← citeshttps://doi.org/10.1109/jiot.2026.3680712openalex-snapshot
From Sensor to Server: Deployable Lightweight ML for IoT Intrusion Detection Across Network Layers
inferred← citeshttps://doi.org/10.1109/med59994.2023.10185802openalex-snapshot
Cybersecurity Oriented Architecture to Ensure the Autonomous Vehicles Communication
inferred← citeshttps://doi.org/10.1109/mpcon66082.2025.11256633openalex-snapshot
An Optimized Swarm Intelligence Approach for Fuzzy Clustering-Based Intrusive Behavior Detection in IoT and Network System
inferred← citeshttps://doi.org/10.1109/netsoft51509.2021.9492685openalex-snapshot
Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT
inferred← citeshttps://doi.org/10.1109/tgcn.2021.3068257openalex-snapshot
An Integral Data Gathering Framework for Supervisory Control and Data Acquisition Systems in Green IoT
inferred← citeshttps://doi.org/10.1109/tnsm.2026.3727228openalex-snapshot
Federated Semi-Supervised and Semi-Asynchronous Learning for Anomaly Detection in IoT Networks
inferred← citeshttps://doi.org/10.1109/wimob66857.2025.11257442openalex-snapshot
A Feature-Aware Adaptive Ensemble Framework for IoT Intrusion Detection Systems
inferred← citeshttps://doi.org/10.1109/wincom62286.2024.10655360openalex-snapshot
Intrusion Detection Systems for the Internet of Things Network: Survey on Rare Attacks
inferred← citeshttps://doi.org/10.1117/12.2682990openalex-snapshot
Simulation of distribution network planning model based on mobile IoT and deep learning
inferred← citeshttps://doi.org/10.1142/s0129156425408137openalex-snapshot
Research on AI–based Anomaly Detection and Diagnosis Algorithms for IoT Devices
inferred← citeshttps://doi.org/10.1142/s0218843023500259openalex-snapshot
DDoS Attacks Detection with Half Autoencoder-Stacked Deep Neural Network
inferred← citeshttps://doi.org/10.1142/s2424922x21430014openalex-snapshot
A Review of Anomaly Intrusion Detection Systems in IoT using Deep Learning Techniques
inferred← citeshttps://doi.org/10.1145/3400286.3418252openalex-snapshot
Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations
inferred← citeshttps://doi.org/10.1145/3407023.3407048openalex-snapshot
Taxonomy and challenges in machine learning-based approaches to detect attacks in the internet of things
inferred← citeshttps://doi.org/10.1145/3538969.3543820openalex-snapshot
A Collaborative Intelligent Intrusion Response Framework for Smart Electrical Power and Energy Systems
inferred← citeshttps://doi.org/10.1145/3585520openalex-snapshot
CPS Attack Detection under Limited Local Information in Cyber Security: An Ensemble Multi-Node Multi-Class Classification Approach
inferred← citeshttps://doi.org/10.1145/3590777.3590788openalex-snapshot
HTTP Cyberattacks Detection through Automatic Signature Generation in multi-site IoT Deployments
inferred← citeshttps://doi.org/10.1145/3800705openalex-snapshot
A Real-Time Profiling Method to Detect Attacks on IoT Networks Using LSTM and 1-DCNN
inferred← citeshttps://doi.org/10.1155/2021/6694729openalex-snapshot
Data Security Storage Method for Power Distribution Internet of Things in Cyber‐Physical Energy Systems
inferred← citeshttps://doi.org/10.1155/2022/2959222openalex-snapshot
Deep Learning Methods for Malware and Intrusion Detection: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1155/2022/4566802openalex-snapshot
A Mobile Terminal-Based College English Teaching Evaluation Method
inferred← citeshttps://doi.org/10.1155/2022/4705325openalex-snapshot
Computational Intelligence Approaches in Developing Cyberattack Detection System
inferred← citeshttps://doi.org/10.1155/2022/5014131openalex-snapshot
Construction and Application of College English Multiple Intelligence Teaching Model Based on Internet of Things
inferred← citeshttps://doi.org/10.1155/2022/6189396openalex-snapshot
Application of Blurred Image Processing and IoT Action Recognition in Sports Dance Sports Training
inferred← citeshttps://doi.org/10.1155/2023/8981988openalex-snapshot
A Comprehensive Survey on Machine Learning‐Based Intrusion Detection Systems for Secure Communication in Internet of Things
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Cloud and internet-of-things secure integration along with security concerns
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An efficient intelligent intrusion detection system using fuzzy logic based on the Particle Swarm Optimization algorithm: A case study
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Toward lightweight intrusion detection systems using the optimal and efficient feature pairs of the Bot-IoT 2018 dataset
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Towards achieving lightweight intrusion detection systems in Internet of Things, the role of incremental machine learning: A systematic literature review
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WSN Network Node Malicious Intrusion Detection Method Based on Reputation Score
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Addressing The Concern of Malicious Drone in The Internet of Drone Sixth Generation Mobile System Powered by WSNs Using Three Security Levels
inferred← citeshttps://doi.org/10.14569/ijacsa.2020.0111283openalex-snapshot
SDN based Intrusion Detection and Prevention Systems using Manufacturer Usage Description: A Survey
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Cyber Security Intrusion Detection and Bot Data Collection using Deep Learning in the IoT
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Enhancing IoT network security: a literature review of intrusion detection systems and their adaptability to emerging threats
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2626377/v1openalex-snapshot
Anomaly-Based Detection of Microarchitectural Attacks for IoT Devices
inferred← citeshttps://doi.org/10.2139/ssrn.5153026openalex-snapshot
Deployment Cost Optimization in Fiber-Wireless Network: A Study of Greedy and Dynamic-Programming Based Approaches
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Study of Clustering Technique Algorithms in IoT Networks
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Towards The Development Of A Hybrid Routing Protocol For Flooding Attacks Mitigation In MANET.
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Fuzzy Tsukamoto-Based Detection of Ping of Death Attacks: Advancing Network Security with Precise Classification
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An adaptable Intelligence Algorithm to a Cybersecurity Framework for IIOT
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Markov Decision Process based Model for Performance Analysis an Intrusion Detection System in IoT Networks
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Modern ağ trafiği analizi için derin paket incelemesi hakkında kapsamlı bir çalışma: sorunlar ve zorluklar
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Design of Anomaly-Based Intrusion Detection System Using Fog Computing for IoT Network
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Enhancing IoT Network Security Through Deep Learning-Based Intrusion Detection
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A NEW APPROACH TO IMPROVE CNN PERFORMANCE IN ANOMALY DETECTION FOR IOT NETWORKS BASED ON THE ALGORITHM ADABOOST
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Construction of innovative computer training education mode under the environment of multiple intelligences Internet of Things
inferred← citeshttps://doi.org/10.3233/kes-240436openalex-snapshot
An efficient intelligent intrusion detection system using fuzzy logic based on the Particle Swarm Optimization algorithm: A case study
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Augmenting IoT Intrusion Detection System Performance Using Deep Neural燦etwork
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Unweighted Voting Method to Detect Sinkhole Attack in RPL-Based Internet of Things Networks
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A Lightweight Intrusion Detection System Using Convolutional Neural Network and Long Short-Term Memory in Fog Computing
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Intrusion Detection System for Big Data Analytics in IoT Environment
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Influence of Model and Traffic Pattern on Determining the Self-Similarity in IP Networks
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Anomaly-Based Intrusion Detection Systems in IoT Using Deep Learning: A Systematic Literature Review
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A Hybrid STL-Deep Learning Framework for Behavioral-Based Intrusion Detection in IoT Environments
inferred← citeshttps://doi.org/10.3390/app9245319openalex-snapshot
Anomaly Detection in IoT Communication Network Based on Spectral Analysis and Hurst Exponent
inferred← citeshttps://doi.org/10.3390/electronics10141633openalex-snapshot
Classifier Performance Evaluation for Lightweight IDS Using Fog Computing in IoT Security
inferred← citeshttps://doi.org/10.3390/electronics10202493openalex-snapshot
Next-Generation Blockchain-Enabled Virtualized Cloud Security Solutions: Review and Open Challenges
inferred← citeshttps://doi.org/10.3390/electronics10212598openalex-snapshot
MADS Based on DL Techniques on the Internet of Things (IoT): Survey
inferred← citeshttps://doi.org/10.3390/electronics13244965openalex-snapshot
A Comprehensive Survey on Generative AI Solutions in IoT Security
inferred← citeshttps://doi.org/10.3390/electronics9071120openalex-snapshot
Intrusion Detection System for the Internet of Things Based on Blockchain and Multi-Agent Systems
inferred← citeshttps://doi.org/10.3390/fi17060266openalex-snapshot
Significance of Machine Learning-Driven Algorithms for Effective Discrimination of DDoS Traffic Within IoT Systems
inferred← citeshttps://doi.org/10.3390/info11050279openalex-snapshot
Intrusion Detection in IoT Networks Using Deep Learning Algorithm
inferred← citeshttps://doi.org/10.3390/math8111871openalex-snapshot
Privacy Preservation in Edge Consumer Electronics by Combining Anomaly Detection with Dynamic Attribute-Based Re-Encryption
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