Reputation-Based Security Framework for Internet of Things

Bica, Ion; Chifor, Bogdan-Cosmin; Arseni, Ștefan-Ciprian; Matei, Ioana

doi:10.1007/978-3-030-41025-4_14

Cited by 3 publications

(5 citation statements)

References 15 publications

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“…Furthermore, the gateway may host another set of IoT applications, thus not being fully dedicated in running a reputation or security algorithm. In [5], we presented an implementation of the Naive Bayes algorithm on an IoT platform. The core of that Naive Bayes implementation was re-used in RESFIT, with several structural modifications.…”

Section: Reputation Mechanismmentioning

confidence: 99%

“…One of the main drawbacks from [5] was the assumption of a homogeneous IoT network from the sensor capabilities standpoint. This assumption consists of having IoT devices equipped with the same set of sensors and compute a reputation score per IoT device and not per sensor.…”

Section: Reputation Mechanismmentioning

confidence: 99%

“…The platform architecture was also one of our research topics of [4][5][6], but, while our previous work was focused more on the design of the platform, the current effort is focused on implementing and analyzing the challenges of deploying the system in a real environment. Having a gateway-centric architecture, RESFIT ensures minimal resource consumption at the device layer and good response time in detecting malfunctions or malicious actions.…”

Section: Introductionmentioning

confidence: 99%

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RESFIT: A Reputation and Security Monitoring Platform for IoT Applications

et al. 2021

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The fast-paced adoption of smart devices has changed the Internet of Things (IoT) landscape, leading to the growth of smart environments and inclusion in many aspects of our society. In IoT applications, data collected from sensors and mobile devices are aggregated, processed, and analyzed to extract useful information and develop intelligent services. If the collected data is not trustworthy due to the damage or malicious input of some sensors, the quality of the service will be impacted. For reliable data collection and mining, it is mandatory to define robust security and trust models, suitable for the IoT application context. In this paper, we propose RESFIT, a platform that implements a reputation-based trust mechanism and an advanced application level firewall to cope with the above mentioned issues. Having a gateway-centric architecture, the proposed platform ensures minimal resource consumption at the node layer, and an integrated overview and control of the system state, through the cloud component and smartphone management application.

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Section: Reputation Mechanismmentioning

confidence: 99%

Section: Reputation Mechanismmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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RESFIT: A Reputation and Security Monitoring Platform for IoT Applications

et al. 2021

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“…With this thesis, we will present our framework in order to fill the gaps discovered, providing a holistic framework for trust in the IoT. Analysing the fact that mobile technologies are an enabler for the IoT, Bica et al [19] proposed a "security framework with a multi-layer architecture that addresses the trust evaluation of sensing devices based on reputation scores calculated using a naive Bayes algorithm".…”

Section: Trust In the Iotmentioning

confidence: 99%

“…we will show only how to verify the requirement USAB01 according to the modeled SMD1 diagram (it was presented in Figure5 19…”

mentioning

confidence: 99%

A Trust-by-Design Framework for the Internet of Things

Ferraris

Fernández-Gago

López

2018

2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS)

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A survey on IoT trust model frameworks

Ferraris,

Fernandez-Gago,

Roman

et al. 2023

J Supercomput

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Trust can be considered as a multidisciplinary concept, which is strongly related to the context and it falls in different fields such as Philosophy, Psychology or Computer Science. Trust is fundamental in every relationship, because without it, an entity will not interact with other entities. This aspect is very important especially in the Internet of Things (IoT), where many entities produced by different vendors and created for different purposes have to interact among them through the internet often under uncertainty. Trust can overcome this uncertainty, creating a strong basis to ease the process of interaction among these entities. We believe that considering trust in the IoT is fundamental, and in order to implement it in any IoT entity, it is fundamental to consider it through the whole System Development Life Cycle. In this paper, we propose an analysis of different works that consider trust for the IoT. We will focus especially on the analysis of frameworks that have been developed in order to include trust in the IoT. We will make a classification of them providing a set of parameters that we believe are fundamental in order to properly consider trust in the IoT. Thus, we will identify important aspects to be taken into consideration when developing frameworks that implement trust in the IoT, finding gaps and proposing possible solutions.

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Reputation-Based Security Framework for Internet of Things

Cited by 3 publications

References 15 publications

RESFIT: A Reputation and Security Monitoring Platform for IoT Applications

RESFIT: A Reputation and Security Monitoring Platform for IoT Applications

A Trust-by-Design Framework for the Internet of Things

A survey on IoT trust model frameworks

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