Privacy Preservation in e-Healthcare Environments: State of the Art and Future Directions

Sahi, Muneeb Ahmed; Abbas, Haider; Saleem, Kashif; Yang, Xiaodong; Derhab, Abdelouahid; Orgun, Mehmet A.; Iqbal, Waseem; Rashid, Imran; Yaseen, Asif

doi:10.1109/access.2017.2767561

Cited by 118 publications

(57 citation statements)

References 53 publications

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“…Privacy and security is a major concern in health institutions due to the vast amount of sensitive data they hold [24]. Several authors have discussed the adaptation of Cloud computing in Healthcare to overcome some of the challenges posed by the ageing infrastructure however Cloud computing has it own privacy and security issues which is why some providers are hesitant to embrace the Cloud paradigm [25], [26], [27], [28].…”

Section: A Ageing Infrastructurementioning

confidence: 99%

Cybersecurity Metrics for Enhanced Protection of Healthcare IT Systems

Ahmed

Naqvi

Josephs

2019

2019 13th International Symposium on Medical Information and Communication Technology (ISMICT)

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Cybersecurity incidents are on the rise in the healthcare sector and it is becoming a growing concern for the senior executives. The attack surface is expanding due to the large number of connected medical devices and the proliferation of portable devices such as smart phones, tablets and USB devices. In this paper, we will discuss some of the security challenges facing this sector and propose a set of cybersecurity metrics that could be used to enhance the protection of the IT systems.

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Section: A Ageing Infrastructurementioning

confidence: 99%

Cybersecurity Metrics for Enhanced Protection of Healthcare IT Systems

Ahmed

Naqvi

Josephs

2019

2019 13th International Symposium on Medical Information and Communication Technology (ISMICT)

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“…This promises to be the next giant wave in healthcare. It provides all the benefits conceivable by patient and user [12]. Healthcare Management System is patient controlled in some enterprises, some have committed healthcare monitors for maintaining HMS.…”

Section: Iiihealthcare Management Systemmentioning

confidence: 99%

Enhancement of Cloud Stationed Healthcare Information Security by Dimensionality Reduction

Sophia¹,

Thanammal²

2019

IJIES

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The security of healthcare information can be secured by the use of cloud environment, and takes finite estimating power. The security of patient’s data shared over the internet can be distressed by healthcare institutions because of growing high popularity. The Eigen decomposition (ED) and Single Value Decomposition (SVD) of a matrix are relevant to maintain the security and the study of Dimension Reduction and its advantages are also applicable. To reduce the data without loss, Principal Component Analysis (PCA) is used. Fast retrieval methods are critical for many large-scale and data-driven vision applications. Recent work has explored ways to embed highdimensional features or complex distance functions into a lowdimensional space where items can be efficiently searched. However, existing methods do not apply for high-dimensional kernel based data The proposed method covers how to generalize locality-sensitive hashing and the implementation of Kernel PCA based methods for Dimensionality Reduction can be applied to Medical data provides high security and utilize the resources of the cloud to inhibit data efficiently.

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“…The secure use of wirelessly communicating medical sensor-based devices and the related networks are maybe not guaranteed now, but security issues could hopefully be resolved since the techniques are improving. [59][60][61][62][63][64][65][66][67][68] In addition, attempts to place unethical uses in medicine to gain acceptance and positioning unethical uses that are not a medical application need to be prevented. For instance, bio-engineered viruses or organisms can be a weapon 69 or medical treatment.…”

Section: Perspective On the Dystopian Viewsmentioning

confidence: 99%

Medical Use of Sensor-Based Devices, the Debates Around and Implementation in Education

Adıgüzel

Valdez

Yürür

2018

Rep. Adv. Phys. Sci.

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Sensor-based diagnostics are increasing rapidly and in clinics, they can transform the health care as they will be in use out of clinics as well, namely, by the non-clinicians and people without expertise. The trade-off between the advantages and disadvantages of their implementation into the clinical settings should be decisive in their use, at the current state. Yet, disadvantages must be carefully worked out and tried to be eliminated in any case, while keeping the inborn benefits. Therefore, we would like to draw attention to the reliability and security risks of personal health data and associated concerns. We further discuss the related issues of sensor-based diagnostics, mobile health (mHealth) and eHealth. The debate starts with the current states of the rules and regulations. It is argued that there is prompt need for internationally consolidated solutions for vast device types and uses onto which the local needs may have to be implemented without violating the basic assets such as the inherent privacy rights of the users/patients. The resistance factors against the sensor-based healthcare devices and applications are also conferred. There are additionally data quality and assessment issues, and in relation to the data assessment, concerns that are associated with the psychological responses of the layman to the health data are mentioned. For these and more reasons, and finally for proper use and implementation of sensor-based tests and devices in the clinical settings, education of both professionals and non-professionals seems to be the key. All these require much work and maybe even more workforces to be allocated for the emerging, associated tasks. However, there are economic benefits, and beyond those, they bring new features in the health care that were deemed to be impossible. Besides, despite the apparent unethical use risks, they can result in better ethical practices, e.g., possible prevention of unnecessary tests on animals when similar test on organ-on-chips would be failing.

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Privacy Preservation in e-Healthcare Environments: State of the Art and Future Directions

Cited by 118 publications

References 53 publications

Cybersecurity Metrics for Enhanced Protection of Healthcare IT Systems

Cybersecurity Metrics for Enhanced Protection of Healthcare IT Systems

Enhancement of Cloud Stationed Healthcare Information Security by Dimensionality Reduction

Medical Use of Sensor-Based Devices, the Debates Around and Implementation in Education

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