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A Survey on IoT Profiling, Fingerprinting, and Identification

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What this work says

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

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A machine learning based framework for IoT device identification and abnormal traffic detection
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Proceedings of the Future Technologies Conference (FTC) 2018
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8th International Conference on Computer Science and its Applications (CSA-16) and the 11st International Conference on Ubiquitous Information Technologies and Applications (CUTE 2016)
inferredcites →https://doi.org/10.1007/s00779-014-0813-0openalex-snapshot
Smart homes and their users: a systematic analysis and key challenges
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User privacy-enhanced security architecture for home area network of Smartgrid
inferredcites →https://doi.org/10.1016/j.cities.2018.04.011openalex-snapshot
Smart cities with big data: Reference models, challenges, and considerations
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An exhaustive survey on security and privacy issues in Healthcare 4.0
inferredcites →https://doi.org/10.1016/j.comnet.2014.11.008openalex-snapshot
Security, privacy and trust in Internet of Things: The road ahead
inferredcites →https://doi.org/10.1016/j.compeleceng.2018.03.005openalex-snapshot
Network traffic classification based on transfer learning
inferredcites →https://doi.org/10.1016/j.enpol.2011.05.024openalex-snapshot
Smart grids: Another step towards competition, energy security and climate change objectives
inferredcites →https://doi.org/10.1016/j.future.2015.09.003openalex-snapshot
A risk analysis of a smart home automation system
inferredcites →https://doi.org/10.1016/j.future.2018.07.049openalex-snapshot
Enabling technologies for fog computing in healthcare IoT systems
inferredcites →https://doi.org/10.1016/j.iot.2018.08.009openalex-snapshot
IoT-based smart homes: A review of system architecture, software, communications, privacy and security
inferredcites →https://doi.org/10.1016/j.iot.2019.100129openalex-snapshot
A survey on internet of things security: Requirements, challenges, and solutions
inferredcites →https://doi.org/10.1016/j.jare.2014.02.006openalex-snapshot
Cyber security challenges in Smart Cities: Safety, security and privacy
inferredcites →https://doi.org/10.1016/j.jnca.2018.09.014openalex-snapshot
Multimedia big data computing and Internet of Things applications: A taxonomy and process model
inferredcites →https://doi.org/10.1016/j.measurement.2018.07.067openalex-snapshot
Internet of Things-enabled smart cities: State-of-the-art and future trends
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A Crop Monitoring System Based on Wireless Sensor Network
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Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities
inferredcites →https://doi.org/10.1016/s1005-8885(13)60219-8openalex-snapshot
Security and privacy mechanism for health internet of things
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1080/10496505.2017.1417859openalex-snapshot
A Prediction Model Framework for Cyber-Attacks to Precision Agriculture Technologies
inferredcites →https://doi.org/10.1109/access.2017.2747560openalex-snapshot
Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things
inferredcites →https://doi.org/10.1109/access.2017.2775180openalex-snapshot
Internet of Things for Smart Healthcare: Technologies, Challenges, and Opportunities
inferredcites →https://doi.org/10.1109/access.2019.2949703openalex-snapshot
A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming
inferredcites →https://doi.org/10.1109/access.2020.2975142openalex-snapshot
Security and Privacy in Smart Farming: Challenges and Opportunities
inferredcites →https://doi.org/10.1109/access.2021.3065123openalex-snapshot
Role of Device Identification and Manufacturer Usage Description in IoT Security: A Survey
inferredcites →https://doi.org/10.1109/bigdata.2018.8622243openalex-snapshot
IoT Devices Recognition Through Network Traffic Analysis
inferredcites →https://doi.org/10.1109/cns.2014.6997467openalex-snapshot
Securing smart home: Technologies, security challenges, and security requirements
inferredcites →https://doi.org/10.1109/cns.2014.6997469openalex-snapshot
An experimental study of security and privacy risks with emerging household appliances
inferredcites →https://doi.org/10.1109/comst.2014.2320093openalex-snapshot
Survey in Smart Grid and Smart Home Security: Issues, Challenges and Countermeasures
inferredcites →https://doi.org/10.1109/comst.2017.2736886openalex-snapshot
Smart Cities: A Survey on Data Management, Security, and Enabling Technologies
inferredcites →https://doi.org/10.1109/dessert.2018.8409101openalex-snapshot
Cybersecurity of healthcare IoT-based systems: Regulation and case-oriented assessment
inferredcites →https://doi.org/10.1109/icc.1995openalex-snapshot
Proceedings IEEE International Conference on Communications ICC '95
inferredcites →https://doi.org/10.1109/icdcs.2017.283openalex-snapshot
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT
inferredcites →https://doi.org/10.1109/icdcs.2019.00080openalex-snapshot
DÏoT: A Federated Self-learning Anomaly Detection System for IoT
inferredcites →https://doi.org/10.1109/icirca.2018.8597331openalex-snapshot
Proceedings of the International Conference on Inventive Research in Computing Applications (ICIRCA 2018)
inferredcites →https://doi.org/10.1109/ieom.2015.7093757openalex-snapshot
e-Health cloud implementation issues and efforts
inferredcites →https://doi.org/10.1109/isncc49221.2020.9297267openalex-snapshot
Security Analysis of IoT Networks and Platforms
inferredcites →https://doi.org/10.1109/jiot.2017.2683200openalex-snapshot
A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications
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.2018.2865604openalex-snapshot
DEFT: A Distributed IoT Fingerprinting Technique
inferredcites →https://doi.org/10.1109/jiot.2019.2903739openalex-snapshot
Towards Semantic Sensitive Feature Profiling of IoT Devices
inferredcites →https://doi.org/10.1109/jiot.2020.2983983openalex-snapshot
Vulnerability Studies and Security Postures of IoT Devices: A Smart Home Case Study
inferredcites →https://doi.org/10.1109/jiot.2020.2987070openalex-snapshot
Edge-Computing-Enabled Smart Cities: A Comprehensive Survey
inferredcites →https://doi.org/10.1109/jiot.2020.3035087openalex-snapshot
Locality-Sensitive IoT Network Traffic Fingerprinting for Device Identification
inferredcites →https://doi.org/10.1109/jsac.2019.2904364openalex-snapshot
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication
inferredcites →https://doi.org/10.1109/lcn.2018.8638232openalex-snapshot
Automatic Device Classification from Network Traffic Streams of Internet of Things
inferredcites →https://doi.org/10.1109/lcn.workshops.2017.72openalex-snapshot
Security and Privacy in the Internet of Medical Things: Taxonomy and Risk Assessment
inferredcites →https://doi.org/10.1109/mc.2011.187openalex-snapshot
Smarter Cities and Their Innovation Challenges
inferredcites →https://doi.org/10.1109/mcom.2013.6525606openalex-snapshot
The pursuit of citizens' privacy: a privacy-aware smart city is possible
inferredcites →https://doi.org/10.1109/mnet.001.1900063openalex-snapshot
Tactile-Internet-Based Telesurgery System for Healthcare 4.0: An Architecture, Research Challenges, and Future Directions
inferredcites →https://doi.org/10.1109/mwc.2012.6231161openalex-snapshot
Secure wireless monitoring and control systems for smart grid and smart home
inferredcites →https://doi.org/10.1109/sas.2015.7133587openalex-snapshot
b+WSN: Smart beehive for agriculture, environmental, and honey bee health monitoring — Preliminary results and analysis
inferredcites →https://doi.org/10.1109/tc.2021.3049543openalex-snapshot
Voltage Over-Scaling-Based Lightweight Authentication for IoT Security
inferredcites →https://doi.org/10.1109/tce.2008.4711235openalex-snapshot
A new design of wearable token system for mobile device security
inferredcites →https://doi.org/10.1109/tcom.1967.1089532openalex-snapshot
The Divergence and Bhattacharyya Distance Measures in Signal Selection
inferredcites →https://doi.org/10.1109/tii.2014.2300753openalex-snapshot
Internet of Things in Industries: A Survey
inferredcites →https://doi.org/10.1109/tmc.2018.2866249openalex-snapshot
Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics
inferredcites →https://doi.org/10.1109/trustcom/bigdatase.2019.00023openalex-snapshot
IoT Device Identification via Network-Flow Based Fingerprinting and Learning
inferredcites →https://doi.org/10.1109/trustcom50675.2020.00258openalex-snapshot
Enabling Security Analysis of IoT Device-to-Cloud Traffic
inferredcites →https://doi.org/10.1109/tse.2006.28openalex-snapshot
CP-Miner: finding copy-paste and related bugs in large-scale software code
inferredcites →https://doi.org/10.1109/wf-iot.2015.7389144openalex-snapshot
Towards a model of privacy and security for smart homes
inferredcites →https://doi.org/10.1145/3019612.3019878openalex-snapshot
ProfilIoT
inferredcites →https://doi.org/10.1145/3055245.3055253openalex-snapshot
IoTScanner
inferredcites →https://doi.org/10.1145/3139243.3139250openalex-snapshot
A Privacy Preserving Mobile Crowdsensing Architecture for a Smart Farming Application
inferredcites →https://doi.org/10.1145/3355369.3355577openalex-snapshot
Information Exposure From Consumer IoT Devices
inferredcites →https://doi.org/10.1145/3377454openalex-snapshot
A Survey on Distributed Machine Learning
inferredcites →https://doi.org/10.1145/3395351.3399421openalex-snapshot
Peek-a-boo
inferredcites →https://doi.org/10.1145/3417313.3429384openalex-snapshot
Position paper
inferredcites →https://doi.org/10.1155/2013/302147openalex-snapshot
SSE: A Secure Searchable Encryption Scheme for Urban Sensing and Querying
inferredcites →https://doi.org/10.1155/2021/2713211openalex-snapshot
Identifying IoT Devices Based on Spatial and Temporal Features from Network Traffic
inferredcites →https://doi.org/10.1155/2021/8873195openalex-snapshot
Deep Learning-Based Security Behaviour Analysis in IoT Environments: A Survey
inferredcites →https://doi.org/10.1155/2022/8486080openalex-snapshot
A Lightweight Flow Feature-Based IoT Device Identification Scheme
inferredcites →https://doi.org/10.1201/9781003338659-5openalex-snapshot
Security and Privacy Challenge in Data Aggregation for the IoT in Smart Cities
inferredcites →https://doi.org/10.14569/ijacsa.2016.070277openalex-snapshot
Smart Cities: A Survey on Security Concerns
inferredcites →https://doi.org/10.17705/1cais.03602openalex-snapshot
Anonymity vs. Security: The Right Balance for the Smart Grid
inferredcites →https://doi.org/10.23919/cnsm50824.2020.9269044openalex-snapshot
An IoT Device Identification Method based on Semi-supervised Learning
inferredcites →https://doi.org/10.23919/mipro.2017.7973622openalex-snapshot
Security and privacy issues for an IoT based smart home
inferredcites →https://doi.org/10.26782/jmcms.2019.10.00014openalex-snapshot
Role of Internet of Things (IoT) with Blockchain Technology for the Development of Smart Farming
inferredcites →https://doi.org/10.4108/icst.bodynets.2012.250550openalex-snapshot
Security and Privacy Threats in IoT Architectures
inferredcites →https://doi.org/10.48550/arxiv.1804.03852openalex-snapshot
IoTSense: Behavioral Fingerprinting of IoT Devices
inferredcites →https://doi.org/10.5120/15764-4454openalex-snapshot
A Survey on Internet of Things: Security and Privacy Issues
inferredcites →https://doi.org/10.5120/ijca2018914779openalex-snapshot
Design and Implementation of IOT based Smart Security and Monitoring for Connected Smart Farming

What points at this work

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

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GPU-Accelerated Deep Learning-Based Correlation Attack on Tor Networks
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Behavioral Fingerprinting of IoT Devices for Forensic Identification Post-Attack
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A Period-Adaptive Traffic Fingerprint-Based Method for Smart Home Device Identification
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Towards a Uniform Description Language for the Social Integration of Smart Objects
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Adaptive IoT Device Fingerprinting with Dynamic Feature Optimization on Fine-Grained Network Packet Characteristics for IoT Security
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Enhancing Security in dynamic IoT networks through Incremental Meta-learning
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A Feature-Weighted Clustering approach for Context Discovery and Selection of Devices in IoT
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A Survey on Machine Learning Applications for Operating System Fingerprinting
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Unmasking IoT Devices: A Dynamic and Adaptive Classification Approach
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FiSH: Feature-informed Similarity Hashing for Edge-based Traffic Fingerprinting
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A Multi-Layered Security Concept Model for SDN-Enabled Smart Grids
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Analysing Network Traffic and Implementing Diverse Technologies to Examine Different Components of the Network
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A Survey on Physical Event Verification in User-centric Smart Home Systems
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Efficient IoT Device Identification via Network Behavior Analysis Based on Time Series Dictionary
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Unmasking IoT Devices: A Dynamic and Adaptive Classification Approach
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Internet of Audio Things, Future Vision, Open Challenges, and Research Opportunities
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An IoT Device Identification Method Using Extracted Fingerprint From Sequence of Traffic Grayscale Images
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Phase-Difference-Based Single-Anchor Visible Light Positioning Enhanced by Graph Neural Networks
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Take a Deep Look at Network Traffic Analysis Based Internet of Things Device Fingerprinting
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Real-Time and Trustworthy Classification of IoT Traffic Using Lightweight Deep Learning
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Survey and Experimentation to Compare IoT Device Model Identification Methods
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Automated Security Compliance Reporting of Internet of Things Devices: A Literature Review
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Device Fingerprinting for Cyber-Physical Systems: A Survey
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Efficient IoT Traffic Inference: From Multi-view Classification to Progressive Monitoring
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Designing Privacy-Aware IoT Applications for Unregulated Domains
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SoK: A Taxonomy for Hardware-Based Fingerprinting in the Internet of Things
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Research on Teaching IoT Courses in the New Engineering Education Framework for Postgraduate Students
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TOAD: Profiling and Evaluating 3D Printed IoT Rapid Prototype Designs
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Leveraging machine learning for profiling IoT devices to identify malicious activities
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The Impact of IoT and Sensor Integration on Real-Time Weather Monitoring Systems: A Systematic Review
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Comprehensive Analysis of IoT Security: Threats, Detection Methods, and Defense Strategies
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Software Supply Chain Risk Precise Detection Method (SSCRPDM) Based on Dynamic Bytecode Instrumentation
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Real-Time Large-Scale Intrusion Detection and Prevention System (IDPS) CICIoT Dataset Traffic Assessment Based on Deep Learning
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Theoretical Bases of Methods of Counteraction to Modern Forms of Information Warfare
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Overview of AI-Models and Tools in Embedded IIoT Applications
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Mitigating Adversarial Attacks against IoT Profiling
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IoT Device Fingerprinting via Frequency Domain Analysis
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Wavelet-Based IoT Device Fingerprinting
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The Dual Challenges for Radio Frequency Fingerprinting Trustworthiness: Feature Drift Modeling and the Privacy Imperative for Deployable Physical Layer Security
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Lightweight Multi-Label IoT Device Classification and Unknown Device Detection Using Early DHCP and DNS Metadata
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IoT Device Identification Using Unsupervised Machine Learning
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A Survey on the Security Challenges of Low-Power Wireless Communication Protocols for Communicating Concrete in Civil Engineerings
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CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment
inferred← citeshttps://doi.org/10.3390/s24092690openalex-snapshot
Reducing DNS Traffic to Enhance Home IoT Device Privacy
inferred← citeshttps://doi.org/10.3390/s24134411openalex-snapshot
A Comprehensive Survey on Deep Learning-Based LoRa Radio Frequency Fingerprinting Identification
inferred← citeshttps://doi.org/10.3390/s25195936openalex-snapshot
The Untapped Potential of Ascon Hash Functions: Benchmarking, Hardware Profiling, and Application Insights for Secure IoT and Blockchain Systems
inferred← citeshttps://doi.org/10.4018/979-8-3693-0766-3.ch002openalex-snapshot
A Review of Artificial Intelligence Techniques for Improved Cloud and IoT Security
inferred← citeshttps://doi.org/10.4018/979-8-3693-3226-9.ch011openalex-snapshot
Identifying New Vulnerabilities Embedded in Consumer Internet of Things (IoT) Devices
inferred← citeshttps://doi.org/10.5753/sbrc_estendido.2026.23244openalex-snapshot
IoT-ID: Deterministic Device Identity from Hybrid Network Fingerprinting
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