A Review on Security and Privacy of Internet of Medical Things

The Internet of Medical Things (IoMT) are increasing the accuracy, reliability, and the production capability of electronic devices by playing a very important part in the industry of healthcare. The available medical resources and services related to healthcare are working to get an interconnection with each other by the digital healthcare system by the contribution of the researchers. Sensors, wearable devices, medical devices, and clinical devices are all connected to form an ecosystem of the Internet of Medical Things. The different applications of healthcare are enabled by the Internet of Medical Things to reduce the healthcare costs, to attend the medical responses on time and it also helps in increasing the quality of the medical treatment. The healthcare industry is transformed by the Internet of Medical Things as it delivers targeted and personalized medical care and it also seamlessly enables the communication of medical data. Devices used in the medical field and their application are connected to the system of healthcare of Information technology with the help of the digital world.

[1]  Abderrazak Jemai,et al.  A survey on security of IoT in the context of eHealth and clouds , 2016, 2016 11th International Design & Test Symposium (IDT).

[2]  Wazir Zada Khan,et al.  A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks , 2020, IEEE Access.

[3]  Praveen Kumar Reddy Maddikunta,et al.  Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model , 2020, Electronics.

[4]  Saad Rehman,et al.  Internet of Medical Things (IOMT): Applications, Benefits and Future Challenges in Healthcare Domain , 2017, J. Commun..

[5]  Navod Neranjan Thilakarathne,et al.  Security and Privacy Issues in IoT Environment , 2020, International Journal of Engineering and Management Research.

[6]  Mohsen Guizani,et al.  Predictive analysis in outpatients assisted by the Internet of Medical Things , 2019, Future Gener. Comput. Syst..

[7]  Gautam Srivastava,et al.  A Light and Secure Healthcare Blockchain for IoT Medical Devices , 2019, 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE).

[8]  Fang Liu,et al.  Security and Privacy in the Medical Internet of Things: A Review , 2018, Secur. Commun. Networks.

[9]  Yuehong Yin,et al.  The internet of things in healthcare: An overview , 2016, J. Ind. Inf. Integr..

[10]  Gautam Srivastava,et al.  Green Internet of Things Application of a Medical Massage Robot With System Interruption , 2019, IEEE Access.

[11]  Praveen Kumar Reddy Maddikunta,et al.  A metaheuristic optimization approach for energy efficiency in the IoT networks , 2020, Softw. Pract. Exp..

[12]  Muthoni Masinde.  IoT applications that work for the African continent: Innovation or adoption? , 2014, 2014 12th IEEE International Conference on Industrial Informatics (INDIN).

[13]  M. Bhat,et al.  E-Health with Internet of Things , 2017 .

[14]  Youakim Badr,et al.  Internet of Medical Things: A Review of Recent Contributions Dealing With Cyber-Physical Systems in Medicine , 2018, IEEE Internet of Things Journal.

[15]  Praveen Kumar Reddy Maddikunta,et al.  An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture , 2020, Comput. Commun..

[16]  Gautam Srivastava,et al.  Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis , 2019, Evolutionary Intelligence.

[17]  B. Prabadevi,et al.  An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier , 2020, The Journal of Supercomputing.

[18]  Kyung-Sup Kwak,et al.  The Internet of Things for Health Care: A Comprehensive Survey , 2015, IEEE Access.

[19]  Sugata Sanyal,et al.  Survey of Security and Privacy Issues of Internet of Things , 2015, ArXiv.

[20]  Roderic Broadhurst,et al.  Malicious Spam Emails Developments and Authorship Attribution , 2013, 2013 Fourth Cybercrime and Trustworthy Computing Workshop.

[21]  Aditya Kulkarni,et al.  Healthcare applications of the Internet of Things : A Review , 2014 .

[22]  F. Vogenberg,et al.  Healthcare Trends for 2018. , 2018, American health & drug benefits.

[23]  Praveen Kumar Reddy Maddikunta,et al.  A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU , 2020, Electronics.

[24]  Amit Kumar Singh,et al.  Effective features to classify ovarian cancer data in internet of medical things , 2019, Comput. Networks.

[25]  Ciira wa Maina,et al.  IoT at the grassroots — Exploring the use of sensors for livestock monitoring , 2017, 2017 IST-Africa Week Conference (IST-Africa).

[26]  Praveen Kumar Reddy Maddikunta,et al.  Predictive model for battery life in IoT networks , 2020, IET Intelligent Transport Systems.

[27]  Jonathan Oliver,et al.  Mining Malware to Detect Variants , 2014, 2014 Fifth Cybercrime and Trustworthy Computing Conference.

[28]  Praveen Kumar Reddy Maddikunta,et al.  Green communication in IoT networks using a hybrid optimization algorithm , 2020, Comput. Commun..

[29]  Ahmad Almogren,et al.  A deep learning based medical image segmentation technique in Internet-of-Medical-Things domain , 2020, Future Gener. Comput. Syst..

[30]  P. Gondim,et al.  IoMT Platform for Pervasive Healthcare Data Aggregation, Processing, and Sharing Based on OneM2M and OpenEHR , 2019, Sensors.

[31]  Joe Cecil,et al.  WITHDRAWN: An IoMT-based Cyber Training Framework for Orthopedic Surgery using Next Generation Internet Technologies , 2019, Informatics in Medicine Unlocked.

[32]  Gautam Srivastava,et al.  Blockchain Technology and Neural Networks for the Internet of Medical Things , 2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[33]  Mohsen Guizani,et al.  Achieving Data Utility-Privacy Tradeoff in Internet of Medical Things: A Machine Learning Approach , 2019, Future Gener. Comput. Syst..

[34]  Mahdi Aiash,et al.  Machine Learning Based Botnet Identification Traffic , 2016, 2016 IEEE Trustcom/BigDataSE/ISPA.

[35]  S. Saranya,et al.  Smart Healthcare Monitoring using IoT , 2018 .

[36]  Geyong Min,et al.  Advanced internet of things for personalised healthcare systems: A survey , 2017, Pervasive Mob. Comput..

[37]  Patricia A. H. Williams,et al.  Always connected: The security challenges of the healthcare Internet of Things , 2016, 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT).

[38]  Sajjan G. Shiva,et al.  IoMT-SAF: Internet of Medical Things Security Assessment Framework , 2019, Internet Things.

[39]  Fadi Al-Turjman,et al.  Intelligence in the Internet of Medical Things era: A systematic review of current and future trends , 2020, Comput. Commun..

[40]  Fei Tao,et al.  IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing , 2014, IEEE Transactions on Industrial Informatics.

[41]  Mohamed Elhoseny,et al.  A secure real-time internet of medical smart things (IOMST) , 2018, Comput. Electr. Eng..

[42]  Praveen Kumar Reddy Maddikunta,et al.  Deep neural networks to predict diabetic retinopathy , 2020, Journal of Ambient Intelligence and Humanized Computing.

[43]  Haider Abbas,et al.  Cloud-Assisted IoT-Based SCADA Systems Security: A Review of the State of the Art and Future Challenges , 2016, IEEE Access.

[44]  Wazir Zada Khan,et al.  A deep neural networks based model for uninterrupted marine environment monitoring , 2020, Comput. Commun..

[45]  Fernand Meyer,et al.  A comparative study of LPWAN technologies for large-scale IoT deployment , 2019, ICT Express.

[46]  Mohammad Sayad Haghighi,et al.  Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT , 2020, IEEE Transactions on Industrial Informatics.

[47]  Mohsen Guizani,et al.  Softwarization of Internet of Things Infrastructure for Secure and Smart Healthcare , 2017, Computer.

[48]  Peng Liu,et al.  The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved , 2018, IEEE Internet of Things Journal.

[49]  Harshita Patel,et al.  A review on classification of imbalanced data for wireless sensor networks , 2020, Int. J. Distributed Sens. Networks.

[50]  Praveen Kumar Reddy Maddikunta,et al.  Load balancing of energy cloud using wind driven and firefly algorithms in internet of everything , 2020, J. Parallel Distributed Comput..