A literature review on sinkhole attack detection for Internet of Things

No abstract is available for this paper.

• Publication year

  2026

• Venue

  Ad hoc networks

• Publication date

  Unknown publication date

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1016/j.adhoc.2025.104081
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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• Self configuring mobile agent-based intrusion detection using hybrid optimized with Deep LSTM

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• UOS_IOTSH_2024: A Comprehensive network traffic dataset for sinkhole attacks in diverse RPL IoT networks

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• Sinkhole Attack Detection by Enhanced Reputation-Based Intrusion Detection System

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• Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems

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• Time Synchronized Multivariate Regressive Convolution Deep Neural Network Model for Sinkhole Attack Detection in WSN

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• IoT-based blockchain intrusion detection using optimized recurrent neural network

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• A Comparative Assessment of Unsupervised Keyword Extraction Tools

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• Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks

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• An efficient intrusion detection framework for mitigating blackhole and sinkhole attacks in healthcare wireless sensor networks

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• Kaala 2.0: Scalable IoT/NextG System Simulator

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• Passive Rule-Based Approach to Detect Sinkhole Attack in RPL-Based Internet of Things Networks

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• Dependable federated learning for IoT intrusion detection against poisoning attacks

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• CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment

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• Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions

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• A new concatenated Multigraph Neural Network for IoT intrusion detection

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• An Efficient Clustered M-path Sinkhole Attack Detection (MSAD) Algorithm for Wireless Sensor Networks

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• A Robust Security Scheme Based on Enhanced Symmetric Algorithm for MQTT in the Internet of Things

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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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• Routing Attacks Detection in 6LoWPAN-Based Internet of Things

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• FEDGAN-IDS: Privacy-preserving IDS using GAN and Federated Learning

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• DMAIDPS: a distributed multi-agent intrusion detection and prevention system for cloud IoT environments

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• Energy consumption of on-device machine learning models for IoT intrusion detection

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• FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things

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• A novel decentralized security architecture against sybil attack in RPL-based IoT networks: a focus on smart home use case

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• Using Ad Hoc on Demand Distance Vector Technique for Identifying Sinkhole Attack in Wireless Sensor Network

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• An Optimal Multilayer Perceptron with Dragonfly Algorithm for Intrusion Detection in Wireless Sensor Networks

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• A Panacea to Soft Computing Approach for Sinkhole Attack Classification in a Wireless Sensor Networks Environment

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• Attack classification of an intrusion detection system using deep learning and hyperparameter optimization

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• Sinkhole Attack Detection and Avoidance Mechanism for RPL in Wireless Sensor Networks

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• Research on Intrusion Detection Based on Particle Swarm Optimization in IoT

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• A trust aware security mechanism to detect sinkhole attack in RPL-based IoT environment using random forest - RFTRUST

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• Efficient and Secure Data Transmission and Sinkhole Detection in a Multi-Clustering Wireless Sensor Network Based on Homomorphic Encryption and Watermarking

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• SoS-RPL: Securing Internet of Things Against Sinkhole Attack Using RPL Protocol-Based Node Rating and Ranking Mechanism

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• A Novel Feature Selection Method Using Whale Optimization Algorithm and Genetic Operators for Intrusion Detection System in Wireless Mesh Network

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• M optimal routes hops strategy: detecting sinkhole attacks in wireless sensor networks

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• Compression Header Analyzer Intrusion Detection System (CHA - IDS) for 6LoWPAN Communication Protocol

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• Security Vulnerabilities and Countermeasures in the RPL-Based Internet of Things

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• Detection and Prevention of Routing Attacks in Internet of Things

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• NBC-MAIDS: Naïve Bayesian classification technique in multi-agent system-enriched IDS for securing IoT against DDoS attacks

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• IoTChain: Establishing Trust in the Internet of Things Ecosystem Using Blockchain

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• Review on mechanisms for detecting sinkhole attacks on RPLs

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• Neighbor-Passive Monitoring Technique for Detecting Sinkhole Attacks in RPL Networks

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• An Energy-Efficient Region-Based RPL Routing Protocol for Low-Power and Lossy Networks

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• A Specification-Based IDS for Detecting Attacks on RPL-Based Network Topology

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• Detection and Mitigation of Sinkhole Attack in Wireless Sensor Network

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• Design of sinkhole node detection mechanism for hierarchical wireless sensor networks

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• Ant Colony Optimization and Feature Selection for Intrusion Detection

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• Detection of Sinkhole Attack in Wireless Sensor Network

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• A Secure Routing Protocol Based on RPL for Internet of Things

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