Privacy Techniques for Edge Computing Systems

Rao, Fang-Yu; Bertino, Elisa

doi:10.1109/jproc.2019.2918749

Cited by 30 publications

(20 citation statements)

References 46 publications

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“…Identified privacy regions are encrypted using a profile based privacy protection algorithm so that only the users with a valid access profile can decrypt the image. Privacy solutions specific to edge computing based applications [265] proposes basic privacy building blocks including differential privacy, paving the way for more sophisticated and application specific privacy solutions.…”

Section: G Privacy 1) Lessons Learnedmentioning

confidence: 99%

A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects

Siriwardhana

Porambage

Liyanage

et al. 2021

IEEE Commun. Surv. Tutorials

398

108

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The Augmented Reality (AR) technology enhances the human perception of the world by combining the real environment with the virtual space. With the explosive growth of powerful, less expensive mobile devices, and the emergence of sophisticated communication infrastructure, Mobile Augmented Reality (MAR) applications are gaining increased popularity. MAR allows users to run AR applications on mobile devices with greater mobility and at a lower cost. The emerging 5G communication technologies act as critical enablers for future MAR applications to achieve ultra-low latency and extremely high data rates while Multi-access Edge Computing (MEC) brings enhanced computational power closer to the users to complement MAR. This paper extensively discusses the landscape of MAR through the past and its future prospects with respect to the 5G systems and complementary technology MEC. The paper especially provides an informative analysis of the network formation of current and future MAR systems in terms of cloud, edge, localized, and hybrid architectural options. The paper discusses key application areas for MAR and their future with the advent of 5G technologies. The paper also discusses the requirements and limitations of MAR technical aspects such as communication, mobility management, energy management, service offloading and migration, security, and privacy and analyzes the role of 5G technologies.

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Section: G Privacy 1) Lessons Learnedmentioning

confidence: 99%

A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects

Siriwardhana

Porambage

Liyanage

et al. 2021

IEEE Commun. Surv. Tutorials

398

108

View full text Add to dashboard Cite

show abstract

“…To protect privacy, access control methods managing how different parties access information are necessary. Edge computing is beneficial to minimize data transmissions through different network elements and enable local processing, improving privacy aspects [33] . Furthermore, users of e-health technology should be made fully aware of what they are consenting to regarding data sharing and processing when they are using such digital solutions.…”

Section: Implementation Challengesmentioning

confidence: 99%

The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges

et al. 2021

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COVID-19 pandemic caused a massive impact on healthcare, social life, and economies on a global scale. Apparently, technology has a vital role to enable ubiquitous and accessible digital health services in pandemic conditions as well as against “re-emergence” of COVID-19 disease in a post-pandemic era. Accordingly, 5G systems and 5G-enabled e-health solutions are paramount. This paper highlights methodologies to effectively utilize 5G for e-health use cases and its role to enable relevant digital services. It also provides a comprehensive discussion of the implementation issues, possible remedies and future research directions for 5G to alleviate the health challenges related to COVID-19.

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“…It is apparent that the proposed change of variables, transformed equation set (8) into the form appearing in equation set (12), after getting through the relations in (11).…”

Section: Equation Preparationmentioning

confidence: 99%

“…Thus, data encryption emerges as a mandatory element. Nowadays, many techniques and approaches are proposed in the context of the IoT, in all hierarchical levels of data communications, others for ensuring privacy [11] and others for practically ensuring security [12]. As a result, there exist numerous proposals in this sense, usually ubiquitous ones; one such promising option seems to lean towards using chaotic-based encoder-decoder schemes to secure and/or authenticate data transmission in general [13][14][15][16].…”

Section: Introductionmentioning

confidence: 99%

Stochastic Computing Implementation of Chaotic Systems

Camps¹,

Stavrinides²,

Picos³

2021

Preprint

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An exploding demand for processing capabilities related to the emergence of the IoT, AI and big data, has led to the quest for increasingly efficient ways to expeditiously process the rapidly increasing amount of data. These ways include different approaches like improved devices capable of going further in the more Moore path, but also new devices and architectures capable of going beyond Moore and getting more than Moore. Among the solutions being proposed, Stochastic Computing has positioned itself as a very reasonable alternative for low-power, low-area, low-speed, and adjustable precision calculations; four key-points beneficial to edge computing. On the other hand, chaotic circuits and systems appear to be an attractive solution for (low-power, green) secure data transmission in the frame of edge computing and IoT in general. Classical implementations of this class of circuits require intensive and precise calculations. This paper discusses the use of the SC framework for the implementation of nonlinear systems, showing that it can provide results comparable to those of classical integration, with much simpler hardware, paving the way for relevant applications.

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Privacy Techniques for Edge Computing Systems

Cited by 30 publications

References 46 publications

A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects

A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects

The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges

Stochastic Computing Implementation of Chaotic Systems

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