Architecture, Enabling Technologies, Security and Privacy, and Applications of Internet of Things: A Survey

Singh, Kaptan; Tomar, Deepak Singh

doi:10.1109/i-smac.2018.8653708

Cited by 25 publications

(18 citation statements)

References 12 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…• Data Pipeline Cluster(s) -nodes organised in cluster(s) with efficient mechanisms to allow the processing of high volumes of data in real-time, and with data retention policies for off-line analysis. Such clusters can be implemented with multiple Kafka broker nodes that enable stream processing in a scalable fashion and for different types of application/services [38]. • Human Machine Interface (HMI) -nodes with security dashboards for human monitoring.…”

Section: A Elegant Architecturementioning

confidence: 99%

See 1 more Smart Citation

ELEGANT: Security of Critical Infrastructures With Digital Twins

et al. 2021

View full text Add to dashboard Cite

The past years have witnessed an increasing interest and concern regarding the development of security monitoring and management mechanisms for Critical Infrastructures, due to their vital role in ensuring the availability of many essential services. This task is not easy due to the specific characteristics of such systems, and the natural resistance of Critical Infrastructures operators against actions implying downtime. Digital Twins, as accurate virtual models of physical objects or processes, can provide a faithful environment for security analysis or evaluation of potential mitigation strategies to be deployed in face of specific situations. Nonetheless, their on-premises deployment can be expensive, implying a significant CAPEX whose return will depend on the ability to plan and deploy a suitable support infrastructure, as well as implementing efficient and scalable data collection and processing mechanisms capable of taking advantage of the acquired resources. This paper presents an off-premises approach to design and deploy Digital Twins to secure critical infrastructures, developed in the scope of the ELEGANT project. Such Digital Twins are built using real-time, high fidelity replicas of Programming Logic Controllers, coupled with scalable and efficient data collection processes, supporting the development and validation of Machine Learning models to mitigate security threats like Denial of Service attacks. The validation approach of ELEGANT, which leveraged from the capabilities of the Fed4Fire federated testbeds evaluated the feasibility of using cloudified Digital Twins, thus converting a significant part of the projected CAPEX for the in-premises model into on-demand, pay-as-you-go OPEX, eventually paving the way for the establishment of a DTaaS (Digital Twin as a Service) paradigm. The achieved results demonstrate that the data pipelines providing support for the ELEGANT Digital Twins have low impact in terms of resource usage in Denial of Service and Distributed Denial of Service attack scenarios, when higher volumes of data are generated.

show abstract

Section: A Elegant Architecturementioning

confidence: 99%

“…Data pipeline cluster(s) can rely on the distributed streaming capabilities of Kafka for different types of application/services [38]. It is employed in several domains, ranging from IoT security, data collection for automation, event processing in networks, among others.…”

Section: Scalable Pipelines For Securitymentioning

confidence: 99%

ELEGANT: Security of Critical Infrastructures With Digital Twins

et al. 2021

View full text Add to dashboard Cite

show abstract

“…Some parameter must be defined such as integrity, confidentiality, authentication, data management and interoperability to attain secure and reliable communication. [73][74][75][76][77][78] In Internet of things Network, Software and Encryptions attacks are most common attack are now a days. due to absence of the security layer, the attackers gain more chance to hack the data (the ratio of these have been described in Figure 5, (see Figure 5) So.…”

Section: Absence Of Security Layermentioning

confidence: 99%

Security Review in Internet of Things

Ali¹,

Khan²,

Akhtar³

2019

IOTCC

View full text Add to dashboard Cite

In this decade, the exceedingly rising state of the art industry is internet of things where trillion devices will be connected. IoT is being appraised to transform the concept of communication. To support this paradigm shift, companies and organizations are endowing worthwhile attention with researchers and scholars. Internet of thing is lending a hand with its essential role to build a new and smart world in a smarter way where everything will be under the umbrella of it. The internet of things enables an overwhelming smartness to help the humankind with various entities and diverse applications. Although, it is greatest achievement in this decade but some prevails are being engendered calamitous situations with subject to security concerns such as threats, vulnerabilities, attacks in internet of things with its connected and inter-connected devices and objects. Some hazards are critically perilous and alarming to internet of things such as physical attacks, network attack, encryption attacks, software attacks, authorization, surveillance, identity theft, vandalism, secure communication and so on. The most salient concern and important part on internet of things is secure architecture of internet of things. In near future with the connectivity of billion or trillion devices, it would be very difficult to resolve the security issues for impending generations. In this paper, we reviewed different security architecture of IoT and highlighted the absence of security layer in all models.

show abstract

“…So, rest of threats are external. Some parameter or principles must be mandatory such as integrity [76], confidentiality [77], [78], authentication [79], data management [80] and interoperability [81] to achieve reliable and secure communication. The purpose of this section is to validate our idea that security and privacy layer are important part of it.…”

Section: Suggested Layers In Architecture Model Of Iotmentioning

confidence: 99%

A Novel Security Architecture of Internet of Things

Ali¹,

He²,

Ruan³

2019

IJCTE

View full text Add to dashboard Cite

In this era, the preeminent internet of things industry paradigms grasps the pledge to transfigure the concept of communication with the connectivity of billions of devices and objects, that's why, IoT persuasion is being appraised for this revaluation. Thousands of scientists, researchers, scholars and organizations are endowing worthwhile attention to support this regime change. Reasoning from this fact, security and privacy issues of IoT are getting highest cogitations in this decade. In this paper, we reviewed previous presented models, which have unanimously great efforts by it selves. But did not pay significant attention towards security and privacy layers as independent layers, so, we suggested that privacy and security layers must be considered in architecture of IoT, because sooner or later, both layers will be the parts of IoT model. We also included different types of threats of IoT layers and their perspective solutions. This contribution of work will be helpful to design and achieve a better security solution regarding IoT to overcome security risks and privacy breaches.

show abstract

Architecture, Enabling Technologies, Security and Privacy, and Applications of Internet of Things: A Survey

Cited by 25 publications

References 12 publications

ELEGANT: Security of Critical Infrastructures With Digital Twins

ELEGANT: Security of Critical Infrastructures With Digital Twins

Security Review in Internet of Things

A Novel Security Architecture of Internet of Things

Contact Info

Product

Resources

About