Survey of Security and Privacy Issues of Internet of Things

This paper is a general survey of all the security issues existing in the Internet of Things (IoT) along with an analysis of the privacy issues that an end-user may face as a consequence of the spread of IoT. The majority of the survey is focused on the security loopholes arising out of the information exchange technologies used in Internet of Things. No countermeasure to the security drawbacks has been analyzed in the paper.

• Publication year

  2015

• Venue

  arXiv.org

• Publication date

  2015-01-09

• Fields of study

  Computer Science, Engineering

• Identifiers
  arXiv 1501.02211
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Review on Security Issues and Attacks in Wireless Sensor Networks

  2015cited by this paper
• ANALYSIS OF DENIAL OF SERVICE (DOS) ATTACKS IN WIRELESS SENSOR NETWORKS

  2014influential reference
• Security/privacy of wearable fitness tracking IoT devices

  2014cited by this paper
• Ant Colony based Routing for Mobile Ad-Hoc Networks towards Improved Quality of Services

  2013cited by this paper
• A security framework for wireless sensor networks

  2013cited by this paper
• Security and Privacy Challenges in Cognitive Wireless Sensor Networks

  2013cited by this paper
• Towards a secure social sensor network

  2013cited by this paper
• RISM - Reputation Based Intrusion Detection System for Mobile Ad hoc Networks

  2013cited by this paper
• A SECURITY FRAMEWORK FOR WIRELESS SENSOR NETWORKS

  2013cited by this paper
• Wireless Sensor Network Architecture

  2012cited by this paper
• Sleep Deprivation Attack Detection in Wireless Sensor Network

  2012cited by this paper
• Integrating Sensors and Social Networks

  2011cited by this paper
• RFID as an Enabler of the Internet of Things: Issues of Security and Privacy

  2011cited by this paper
• The visions, technologies, applications and security issues of Internet of Things

  2011influential reference
• A Survey on Wireless Sensor Networks Security

  2010cited by this paper
• A Comparative Study of Various Security Approaches Used in Wireless Sensor Networks

  2010cited by this paper
• Optimal frame size analysis for framed slotted ALOHA based RFID networks

  2010cited by this paper
• Denial of service in wireless sensor networks: issues and challenges

  2010cited by this paper
• A Survey of Attacks, Security Mechanisms and Challenges in Wireless Sensor Networks

  2009cited by this paper
• RFID Technology, Security Vulnerabilities, and Countermeasures

  2009cited by this paper
• Sensor network security: a survey

  2009cited by this paper
• A Survey on Wireless Sensor Network Security

  2009cited by this paper
• An LSB Data Hiding Technique Using Prime Numbers

  2007cited by this paper
• SECURITY IN WIRELESS SENSOR NETWORKS - A LAYER BASED CLASSIFICATION

  2007cited by this paper
• RFID Security : Attacks , Countermeasures and Challenges

  2007cited by this paper
• Inferring Social Network Structure using Mobile Phone Data

  2006cited by this paper
• A new protocol to counter online dictionary attacks

  2006cited by this paper
• The N/R one time password system

  2005cited by this paper
• Jigsaw-based secure data transfer over computer networks

  2004cited by this paper
• An IP traceback mechanism for reflective DoS attacks

  2004cited by this paper
• RFID and Sensor Networks From Sensor / Actuator to Business Application

  2004cited by this paper
• Survey on Sensor Networks

  2002cited by this paper

• Sum Secrecy Rate Maximization in Movable Antenna-Assisted NOMA Secure Transmission Systems

  2026cites this paper
• Smart Water Management: Role of IoT, AI, and Machine Learning in Water Quality Monitoring

  2026cites this paper
• EGC-Stream: Design, Cryptanalysis, and Hardware Evaluation of an Expander-Graph-Based Stream Cipher

  2026cites this paper
• Identification Techniques in the Internet of Things: Survey, Taxonomy and Research Frontier

  2026cites this paper
• NOMA-Assisted Multi-BS MEC Networks for Delay-Sensitive and Computation-Intensive IoT Applications

  2026cites this paper
• Symbol-Aware Precoder Design for Physical-Layer Anonymous Communications

  2026cites this paper
• Unknown Attack Detection in IoT Networks using Large Language Models: A Robust, Data-efficient Approach

  2026cites this paper
• Covert and Secure Communication in Untrusted UAV-Assisted Wireless Systems

  2025cites this paper
• Efficient Radio Frequency Fingerprint Identification Using Spiking Neural Networks with Spike-based Self-Attention Mechanism

  2025cites this paper
• Intelligent Data Processing for IoT Real-Time Analytics and Predictive Modeling

  2025cites this paper
• Lightweight Error Correction Scheme for Quantum Key Distribution in IoT

  2025cites this paper
• Social and Ethical Challenges in Future 6G Networks

  2025cites this paper
• Cancelable Binary Face Templates Generation Based on Partial Cake-Cutting Transformation and Spherical Hashing

  2025cites this paper
• Understanding the role of artificial intelligence in improving human well-being within the built environment

  2025influential citation
• Integrated Sensing and Edge AI: Realizing Intelligent Perception in 6G

  2025cites this paper
• Decentralized IoT Systems Over Peer-to-Peer Architectures

  2025cites this paper
• RTCS: An Improved Real-Time Credibility-Based Intrusion Detection System

  2025cites this paper
• Designing a Lightweight, Multi-Layer Security Framework for IoT Devices: Adaptive and Scalable Protection against Emerging Threats in Connected Environments

  2025cites this paper
• Reducing Label Dependencies in Multi-Class IoT Intrusion Detection with Semi-Supervised Mean Teacher Approach

  2025cites this paper
• Feature Reduction and Anomaly Detection in IoT Using Machine Learning Algorithms

  2025cites this paper
• Safeguarding Individuals and Organizations From Privacy Breaches: A Comprehensive Review of Problem Domains, Solution Strategies, and Prospective Research Directions

  2025cites this paper
• Enhancing Cybersecurity in Wireless Sensor Networks: AI Solutions to Simulated Attacks

  2025cites this paper
• Cloaked Cryptography: Attribute-Driven Privacy Preservation

  2025cites this paper
• Policy Landscape for Future Sustainable Blockchain Solutions in IoT and IIoT

  2025cites this paper
• A Comparative Evaluation of Zero Knowledge Proof Techniques

  2025cites this paper
• LPWAN Protocol Selection for IoT-Based Energy Measurement Systems: A Comparative Analysis of Mioty and NB-IoT Technologies

  2025cites this paper
• Botnet Detection Through Flow-Based Deep Feature Extraction and Ensemble Classification

  2025cites this paper
• BSAGIoT: A Bayesian Security Aspect Graph for Internet of Things (IoT)

  2025influential citation
• Smart Contract Honeytoken System using Blockchain for Internet of Things Device Security

  2025cites this paper
• INTERNET OF THINGS (IOT) NETWORKS: AI-POWERED SECURE INTRUSION DETECTION

  2025cites this paper
• Lightweight Group Handover for Uncrewed Aerial Vehicles (UAVs)

  2025cites this paper
• SARP: A Secure and Adaptive Machine Learning-Driven Routing Protocol for Dynamic IoT Networks

  2025cites this paper
• Determinant Factors Influencing Intention to Use IoT Among Academics

  2025cites this paper
• A Dynamic Threshold Approach to EdDSA for Secure IoT Transactions on Blockchain Networks

  2025cites this paper
• Adaptive Federated Edge Intelligence for Real-Time Cyberthreat Detection in Resource-Constrained IoT Environments: A Lightweight Deep Learning Approach

  2025cites this paper
• Privacy-Preserving Strategies for Secure Cloud of Things: A Review of Current Approaches

  2025cites this paper
• A Performance Evaluation of Two-Factor Authentication Plugins in WordPress for Resource-Constrained Environments

  2025cites this paper
• A Flexible Architecture for Securing Transactions and Data Flows in Smart Home IoT

  2025cites this paper
• A Game Theory-Based Proactive Defense Mechanism for Link Prediction Attacks

  2025cites this paper
• Applications of blockchain in internet of things: a survey, actual challenges and future perspectives

  2025cites this paper
• Cyber Attack Prediction: From Traditional Machine Learning to Generative Artificial Intelligence

  2025cites this paper
• Abnormality Detection Using Power Rising and Descending Signature (PRIDES)

  2025cites this paper
• Accelerating Iot-Based Sensing Technologies for Secure and Energy-Efficient Systems

  2025cites this paper
• Novel ML Approach for Securing Smart Home IoT Systems: Cyber Attack Detection Using ACI IoT Network Trafic Dataset −2023

  2025cites this paper
• Qualitative Assessment of Low Power Wide Area Network Protocols and their Security Aspect

  2025cites this paper
• Threat Modelling and Vulnerability Assessment for IoT Solutions: A Case Study

  2025cites this paper
• An efficient multi-objective framework for wireless sensor network using machine learning

  2025cites this paper
• Factors Influencing Consumer Satisfaction in Online Shopping in Klang, Malaysia

  2025cites this paper
• Leveraging Kolmogorov-Arnold Networks for Enhanced IoT Security Threat Detection

  2025cites this paper
• A Resilient Framework for Industry 5.0 WSNs: Enhancing Network Lifetime via a Lightweight Reputation Ledger and Hybrid AI

  2025cites this paper
• A Novel Radio Frequency Fingerprint Identification Scheme for Few-Shot Open-Set Recognition

  2025cites this paper
• Blockchain Integration in IoT: Applications, Opportunities, and Challenges

  2025cites this paper
• A scientometric analysis of reviews on the Internet of Things

  2025cites this paper
• Edge and Fog Computing in Cyber-Physical Systems

  2025cites this paper
• Lightweight Cryptography and Physically Unclonable Functions for Secure In-Vehicle Communications

  2025cites this paper
• Evaluating The Effectiveness Of Marketing Strategies In Financial Services: A Comparative Study Of Banks And Fintech Firms

  2025cites this paper
• Systematic exploration of fuzzing in IoT: techniques, vulnerabilities, and open challenges

  2025cites this paper
• STEALTH: Space-Time Encryption via Constellation Hiding for MIMO Two-Way Untrusted Relay Systems

  2025cites this paper
• Method of detecting anomalies in IOT device traffic based on statistical analysis using the modified z score 284-298

  2025cites this paper
• Research on Intelligent Monitoring System for Special Vehicles Based on Cloud Computing and Internet of Things

  2025cites this paper
• Application of Internet of Things Technology in Sustainable Community Environmental Monitoring and Governance

  2025cites this paper
• Internet of Things to Internet of Humans: A Perception

  2025cites this paper
• IoT Security Innovations: Recent Technologies, Threats, and Solutions

  2025cites this paper
• Hierarchical Blockchain Framework for Node Authentication in IoT Networks: A Comprehensive Analysis

  2025cites this paper
• A Systematic Review of Security Vulnerabilities in Smart Home Devices and Mitigation Techniques

  2025influential citation
• Supply Chain Management With Generative Artificial Intelligence and Internet of Behaviors

  2025cites this paper
• A Novel Machine learning and Internet of Things (IoT) Based Dual Monitoring System for Proactive Botnet Attack Prevention

  2025cites this paper
• A modified advanced encryption standard based on lora for monitoring and protecting distributed systems

  2025cites this paper
• A Comparative Study Between Solutions Proposed to Secure IoT Networks

  2025cites this paper
• Mobile Application Security Risk Score: A sensitive user input-based approach

  2024cites this paper
• Risk-Aware Mobile App Security Testing: Safeguarding Sensitive User Inputs

  2024cites this paper
• IDA: Hybrid Attestation with Support for Interrupts and TOCTOU

  2024cites this paper
• Cross-Device Radio Frequency Fingerprinting Identification Based on Domain Adaptation

  2024cites this paper
• IoT Device Authentication Using Adversarial Machine Learning

  2024influential citation
• DCI-PFGL: Decentralized Cross-Institutional Personalized Federated Graph Learning for IoT Service Recommendation

  2024cites this paper
• Cost-effective internet of things privacy-aware data storage and real-time analysis

  2024cites this paper
• ML Based Light-Weight Security Protocol for IoFT Device

  2024cites this paper
• Spectrum Mask-Based Multi-Antenna Covert Communications in IoT Networks

  2024cites this paper
• Privacy-Preserving Average Consensus: Fundamental Analysis and a Generic Framework Design

  2024cites this paper
• Exploring secure and private data aggregation techniques for the internet of things: a comprehensive review

  2024cites this paper
• Dependable Connectivity for Cyber–Physical–Human Systems in Open Fields

  2024cites this paper
• Securing the Internet of Things: Challenges and Complementary Overview of Machine Learning-Based Intrusion Detection

  2024cites this paper
• Enabling blockchain-IoT convergence for industrial revolution 4.0 innovation: A critical review

  2024cites this paper
• Cryptanalysis of PiLike: An Impersonation Attack on the Lightweight Identity-Based Authenticated Key Exchange Protocol Using Bi-ISIS

  2024cites this paper
• Security analysis and provision of authentication protocol, based on peer-to-peer structure in IOT platform

  2024cites this paper
• An Improved and Effective Approach for User Attention in the IoT Through the Hybrid Lightweight Security Framework (HLSF) with Data Mining

  2024cites this paper
• Deep Learning-Based Intrusion Detection Systems For Network Security in IoT System

  2024cites this paper
• CAP: Detecting Unauthorized Data Usage in Generative Models via Prompt Generation

  2024cites this paper
• A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions

  2024cites this paper
• Iot and Cybersecurity: Addressing Emerging Threats Through Innovative Computer Science Solutions

  2024cites this paper
• IoT-V2E: An Uncertainty-Aware Cross-Modal Hashing Retrieval Between Infrared-Videos and EEGs for Automated Sleep State Analysis

  2024cites this paper
• Securing the future: exploring post-quantum cryptography for authentication and user privacy in IoT devices

  2024cites this paper
• Robustness and Security Enhancement of Radio Frequency Fingerprint Identification in Time-Varying Channels

  2024cites this paper
• Cloud-Cyber Physical Systems: Enhanced Metaheuristics with Hierarchical Deep Learning-based Cyberattack Detection

  2024cites this paper
• Achieving Covertness and Secrecy: The Interplay Between Detection and Eavesdropping Attacks

  2024cites this paper
• New Complex Sinusoidal Waveform-Based Zero-Knowledge Proof Systems for Efficient Anonymous Authentication

  2024cites this paper
• Optimizing IoT Device Networks with Edge Computing to Address Latency and Bandwidth Constraints

  2024cites this paper
• Transparent use-case management for AIoT devices

  2024cites this paper
• Sustainable Business Practices through IoT: Energy Efficiency and Cost Reductions

  2024cites this paper
• Improved OSN Privacy Preservation Approach using the Data Normalization Algorithm

  2024cites this paper