DLWIoT: Deep Learning-based Watermarking for Authorized IoT Onboarding

Mastorakis, Spyridon; Zhong, Xia; Huang, Pei-Chi; Tourani, Reza

doi:10.48550/arxiv.2010.10334

Cited by 2 publications

(2 citation statements)

References 21 publications

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“…IoT is considered to be the future of the Internet, where things communicate with/over the Internet using any network, any service, from any place. Most IoT sensors have limitations in computation and memory [89,118].…”

Section: Resource-constrained Devicesmentioning

confidence: 99%

Access Control Mechanisms in Named Data Networks: A Comprehensive Survey

Nour,

Khelifi,

Hussain

et al. 2020

Preprint

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Information-Centric Networking (ICN) has recently emerged as a prominent candidate for the Future Internet Architecture (FIA) that addresses existing issues with the host-centric communication model of the current TCP/IP-based Internet. Named Data Networking (NDN) is one of the most recent and active ICN architectures that provides a clean slate approach for Internet communication. NDN provides intrinsic content security where security is directly provided to the content instead of communication channel. Among other security aspects, Access Control (AC) rules specify the privileges for the entities that can access the content. In TCP/IP-based AC systems, due to the client-server communication model, the servers control which client can access a particular content. In contrast, ICN-based networks use content names to drive communication and decouple the content from its original location. This phenomenon leads to the loss of control over the content causing different challenges for the realization of efficient AC mechanisms. To date, considerable efforts have been made to develop various AC mechanisms in NDN. In this paper, we provide a detailed and comprehensive survey of the AC mechanisms in NDN. We follow a holistic approach towards AC in NDN where we first summarize the ICN paradigm, describe the changes from channel-based security to content-based security and highlight different cryptographic algorithms and security protocols in NDN. We then classify the existing AC mechanisms into two main categories: Encryption-based AC and Encryption-independent AC. Each category has different classes based on the working principle of AC (e.g., Attribute-based AC, Name-based AC, Identity-based AC, etc). Finally, we present the lessons learned from the existing AC mechanisms and identify the challenges of NDN-based AC at large, highlighting future research directions for the community. CCS Concepts: • Networks → Network design principles; Security protocols.

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Section: Resource-constrained Devicesmentioning

confidence: 99%

Access Control Mechanisms in Named Data Networks: A Comprehensive Survey

Nour,

Khelifi,

Hussain

et al. 2020

Preprint

Self Cite

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“…Edge computing solutions open opportunities for future computer networking research. Such opportunities include mechanisms for the allocation and discovery of computing resources at the edge [36], [37], as well as the dynamic offloading of computational tasks at the edge [38]. For example, if multiple edge servers are available, we may need consecutive computational tasks to be offloaded to the same edge server.…”

Section: Cloud and Edge Computing Technologiesmentioning

confidence: 99%

Irregular Metronomes as Assistive Devices to Promote Healthy Gait Patterns

Likens¹,

Mastorakis²,

Skiadopoulos³

et al. 2020

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Older adults and people suffering from neurodegenerative disease often experience difficulty controlling gait during locomotion, ultimately increasing their risk of falling. To combat these effects, researchers and clinicians have used metronomes as assistive devices to improve movement timing in hopes of reducing their risk of falling. Historically, researchers in this area have relied on metronomes with isochronous interbeat intervals, which may be problematic because normal healthy gait varies considerably from one step to the next. More recently, researchers have advocated the use of irregular metronomes embedded with statistical properties found in healthy populations. In this paper, we explore the effect of both regular and irregular metronomes on many statistical properties of interstride intervals. Furthermore, we investigate how these properties react to mechanical perturbation in the form of a halted treadmill belt while walking. Our results demonstrate that metronomes that are either isochronous or random metronome break down the inherent structure of healthy gait. Metronomes with statistical properties similar to healthy gait seem to preserve those properties, despite a strong mechanical perturbation. We discuss the future development of this work in the context of networked augmented reality metronome devices.

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DLWIoT: Deep Learning-based Watermarking for Authorized IoT Onboarding

Cited by 2 publications

References 21 publications

Access Control Mechanisms in Named Data Networks: A Comprehensive Survey

Access Control Mechanisms in Named Data Networks: A Comprehensive Survey

Irregular Metronomes as Assistive Devices to Promote Healthy Gait Patterns

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