A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches
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Title
A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches
Authors
Keywords
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Journal
PeerJ Computer Science
Volume 7, Issue -, Pages e414
Publisher
PeerJ
Online
2021-03-23
DOI
10.7717/peerj-cs.414
References
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Related references
Note: Only part of the references are listed.- Deep learning and big data technologies for IoT security
- (2020) Mohamed Ahzam Amanullah et al. COMPUTER COMMUNICATIONS
- Machine Learning Models for Secure Data Analytics: A taxonomy and threat model
- (2020) Rajesh Gupta et al. COMPUTER COMMUNICATIONS
- Design and Performance Evaluation of an Implantable Ultrasonic Networking Platform for the Internet of Medical Things
- (2020) G. Enrico Santagati et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Internet of things in medicine: A systematic mapping study
- (2020) Farahnaz Sadoughi et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Artificial intelligence and machine learning to fight COVID-19
- (2020) Ahmad Alimadadi et al. PHYSIOLOGICAL GENOMICS
- A Review of Performance, Energy and Privacy of Intrusion Detection Systems for IoT
- (2020) Junaid Arshad et al. Electronics
- An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture
- (2020) Swarna Priya R.M. et al. COMPUTER COMMUNICATIONS
- IoT malicious traffic identification using wrapper-based feature selection mechanisms
- (2020) Muhammad Shafiq et al. COMPUTERS & SECURITY
- Detecting Internet of Things attacks using distributed deep learning
- (2020) Gonzalo De La Torre Parra et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Machine learning based solutions for security of Internet of Things (IoT): A survey
- (2020) Syeda Manjia Tahsien et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Mind your privacy: Privacy leakage through BCI applications using machine learning methods
- (2020) Ofir Landau et al. KNOWLEDGE-BASED SYSTEMS
- Deep Reinforcement Learning for Resource Protection and Real-Time Detection in IoT Environment
- (2020) Wei Liang et al. IEEE Internet of Things Journal
- IoMT amid COVID-19 pandemic: Application, architecture, technology, and security
- (2020) Azana Hafizah Mohd Aman et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments
- (2019) Lorenzo Fernández Maimó et al. SENSORS
- AUDIT: AnomaloUs data Detection and Isolation approach for mobile healThcare systems
- (2019) Lamia Ben Amor et al. EXPERT SYSTEMS
- Internet of Things: A survey on machine learning-based intrusion detection approaches
- (2019) Kelton A.P. da Costa et al. Computer Networks
- Based blockchain-PSO-AES techniques in finger vein biometrics: A novel verification secure framework for patient authentication
- (2019) A.H. Mohsin et al. COMPUTER STANDARDS & INTERFACES
- A lightweight machine learning-based authentication framework for smart IoT devices
- (2019) P. Punithavathi et al. INFORMATION SCIENCES
- IoT Big Data Security and Privacy Versus Innovation
- (2019) Karen R. Sollins IEEE Internet of Things Journal
- LACO: Lightweight Three-Factor Authentication, Access Control and Ownership Transfer Scheme for E-Health Systems in IoT
- (2019) Seyed Farhad Aghili et al. Future Generation Computer Systems-The International Journal of eScience
- Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection
- (2019) Amaal Al Shorman et al. Journal of Ambient Intelligence and Humanized Computing
- A Survey on Internet of Things and Cloud Computing for Healthcare
- (2019) L. Minh Dang et al. Electronics
- Intrusion Detection Based on Stacked Autoencoder for Connected Healthcare Systems
- (2019) Daojing He et al. IEEE NETWORK
- SecLAP: Secure and lightweight RFID authentication protocol for Medical IoT
- (2019) Seyed Farhad Aghili et al. Future Generation Computer Systems-The International Journal of eScience
- Multi-Modal Biometric-Based Implicit Authentication of Wearable Device Users
- (2019) Sudip Vhaduri et al. IEEE Transactions on Information Forensics and Security
- Securing internet of medical things systems: Limitations, issues and recommendations
- (2019) Jean-Paul A. Yaacoub et al. Future Generation Computer Systems-The International Journal of eScience
- Semi-supervised learning based distributed attack detection framework for IoT
- (2018) Shailendra Rathore et al. APPLIED SOFT COMPUTING
- Privacy-preserving data integrity verification by using lightweight streaming authenticated data structures for healthcare cyber–physical system
- (2018) Jian Xu et al. Future Generation Computer Systems-The International Journal of eScience
- A lightweight and robust two-factor authentication scheme for personalized healthcare systems using wireless medical sensor networks
- (2018) Fan Wu et al. Future Generation Computer Systems-The International Journal of eScience
- A lightweight multi-layer authentication protocol for wireless body area networks
- (2018) Jian Shen et al. Future Generation Computer Systems-The International Journal of eScience
- Privacy-preserving fusion of IoT and big data for e-health
- (2018) Yang Yang et al. Future Generation Computer Systems-The International Journal of eScience
- Distributed attack detection scheme using deep learning approach for Internet of Things
- (2018) Abebe Abeshu Diro et al. Future Generation Computer Systems-The International Journal of eScience
- Exploiting smart e-Health gateways at the edge of healthcare Internet-of-Things: A fog computing approach
- (2018) Amir M. Rahmani et al. Future Generation Computer Systems-The International Journal of eScience
- Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare
- (2018) Bahar Farahani et al. Future Generation Computer Systems-The International Journal of eScience
- Privacy in the Internet of Things for Smart Healthcare
- (2018) Daojing He et al. IEEE COMMUNICATIONS MAGAZINE
- PEA: Parallel electrocardiogram-based authentication for smart healthcare systems
- (2018) Yin Zhang et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- A fog-based privacy-preserving approach for distributed signature-based intrusion detection
- (2018) Yu Wang et al. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
- Hybrid Anomaly Detection by Using Clustering for Wireless Sensor Network
- (2018) Bilal Ahmad et al. WIRELESS PERSONAL COMMUNICATIONS
- Multi-Layer Perceptron Model on Chip for Secure Diabetic Treatment
- (2018) Heena Rathore et al. IEEE Access
- A survey on application of machine learning for Internet of Things
- (2018) Laizhong Cui et al. International Journal of Machine Learning and Cybernetics
- IoT Security Techniques Based on Machine Learning: How Do IoT Devices Use AI to Enhance Security?
- (2018) Liang Xiao et al. IEEE SIGNAL PROCESSING MAGAZINE
- Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
- (2018) Takeru Miyato et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Maintaining Security and Privacy in Health Care System Using Learning Based Deep-Q-Networks
- (2018) P. Mohamed Shakeel et al. JOURNAL OF MEDICAL SYSTEMS
- IoT Elements, Layered Architectures and Security Issues: A Comprehensive Survey
- (2018) Muhammad Burhan et al. SENSORS
- Current research on Internet of Things (IoT) security: A survey
- (2018) Mardiana binti Mohamad Noor et al. Computer Networks
- Multi-layer security scheme for implantable medical devices
- (2018) Heena Rathore et al. NEURAL COMPUTING & APPLICATIONS
- Blockchain-Enabled Data Collection and Sharing for Industrial IoT With Deep Reinforcement Learning
- (2018) Chi Harold Liu et al. IEEE Transactions on Industrial Informatics
- Smart health: Big data enabled health paradigm within smart cities
- (2017) Md Ileas Pramanik et al. EXPERT SYSTEMS WITH APPLICATIONS
- Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT
- (2017) Manuel Lopez-Martin et al. SENSORS
- Big Health Application System based on Health Internet of Things and Big Data
- (2017) Yujun Ma et al. IEEE Access
- A Continuous Change Detection Mechanism to Identify Anomalies in ECG Signals for WBAN-Based Healthcare Environments
- (2017) Farrukh Aslam Khan et al. IEEE Access
- Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges
- (2017) IEEE Access
- A Comprehensive Study of Security of Internet-of-Things
- (2017) Arsalan Mosenia et al. IEEE Transactions on Emerging Topics in Computing
- Selection and classification of gene expression in autism disorder: Use of a combination of statistical filters and a GBPSO-SVM algorithm
- (2017) Shilan S. Hameed et al. PLoS One
- Reference Architectures for the Internet of Things
- (2016) Michael Weyrich et al. IEEE SOFTWARE
- BSNCare+: A Robust IoT-Oriented Healthcare System with Non-Repudiation Transactions
- (2016) Kuo-Hui Yeh Applied Sciences-Basel
- Sensor Anomaly Detection in Wireless Sensor Networks for Healthcare
- (2015) Shah Haque et al. SENSORS
- Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare
- (2015) Mehran Mozaffari-Kermani et al. IEEE Journal of Biomedical and Health Informatics
- MedMon: Securing Medical Devices Through Wireless Monitoring and Anomaly Detection
- (2013) Meng Zhang et al. IEEE Transactions on Biomedical Circuits and Systems
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