Enforcing Policy-Based Security Models for Embedded SoCs within the Internet of Things

Hagan, Matthew; Siddiqui, Fahad; Sezer, Sakir; Kang, BooJoong; McLaughlin, Kieran

doi:10.1109/desec.2018.8625140

Cited by 8 publications

(9 citation statements)

References 15 publications

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“…When compared to other mosquito-borne diseases, the symptoms are mild to moderate. There is an incubation period of around 5 days for the virus [ 32 ]. If the symptoms linger for more than 7days, the individual should consult for an early prediction approach that employs our suggested method.…”

Section: Resultsmentioning

confidence: 99%

Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare

Dadheech

Mehbodniya

Tiwari

et al. 2022

Journal of Healthcare Engineering

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The Zika virus presents an extraordinary public health hazard after spreading from Brazil to the Americas. In the absence of credible forecasts of the outbreak's geographic scope and infection frequency, international public health agencies were unable to plan and allocate surveillance resources efficiently. An RNA test will be done on the subjects if they are found to be infected with Zika virus. By training the specified characteristics, the suggested Hybrid Optimization Algorithm such as multilayer perceptron with probabilistic optimization strategy gives forth a greater accuracy rate. The MATLAB program incorporates numerous machine learning algorithms and artificial intelligence methodologies. It reduces forecast time while retaining excellent accuracy. The projected classes are encrypted and sent to patients. The Advanced Encryption Standard (AES) and TRIPLE Data Encryption Standard (TEDS) are combined to make this possible (DES). The experimental outcomes improve the accuracy of patient results communication. Cryptosystem processing acquires minimal timing of 0.15 s with 91.25 percent accuracy.

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Section: Resultsmentioning

confidence: 99%

Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare

Dadheech

Mehbodniya

Tiwari

et al. 2022

Journal of Healthcare Engineering

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“…To approach these diverse security challenges, there is a need for secure-by-design active-defence platform architecture rather than an afterthought [1], [2], [3], [4]. This needs active defences [3], [8], [9], [10] embedded within the platform's hardware and software stack complimenting each other. These defence mechanisms facilitate detection of malicious activities, initiate active respond against these activities and recover the platform and its services back to its trusted secure state [2], [3].…”

Section: Secure-by-design and Security Methodsmentioning

confidence: 99%

“…These defence mechanisms can facilitate designing detect, respond and recover functions in case of malicious activity, software malfunction or adversarial attack [3], [4], [8], [9]. Since such incidents cause severe damage to the business reputation and safety of their users, the need for strong and robust platform security has become an obligatory design and operational security requirement for nextgeneration intelligent embedded technologies [3], [2], [10].…”

Section: Introductionmentioning

confidence: 99%

Evolution of Embedded Platform Security Technologies: Past, Present & Future Challenges

Siddiqui

Sezer

2020

2020 IEEE 33rd International System-on-Chip Conference (SOCC)

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In recent years, the proliferation of intelligent embedded technologies is opening venues to new service and computing models, providing diverse socio-economic benefits. These intelligent technologies are giving rise to a wide range of public and private applications by sharing and analysing generated data. This includes smart home, smart health, smart city, autonomous vehicles, smart grid and smart manufacturing etc. However, where this sharing of data brings benefits and opportunities, it simultaneously presents security risks and challenges. The realisation and prototyping of such technologies require a computing hardware widely available in the form of an embedded platform. The security perimeter and the attack surface of these platforms rely on their supported security and defence mechanisms. This paper aims to build a body-of-knowledge in this area for the security research community. It present the state-of-theart security frameworks and architectures, discuss architectural shortcomings and root-causes of leading security technologies rather than discussing vulnerabilities and attacks. The paper concludes advocating secure-by-design platform approach and classifying platform security methods to realise robust embedded platform security architecture.

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“…In embedded domain this process is well established which involves creating an abstraction of the embedded system [24] known as Threat and Security Modelling [25], [26]. This builds profiles of a potential attacker, their goals and methods, which then used to define and deploy countermeasures either to mitigate, minimise the impact of the attack or making less attractive for an attacker.…”

Section: Security Requirements Of Cyber Resilient Embedded Systemmentioning

confidence: 99%

Establishing Cyber Resilience in Embedded Systems for Securing Next-Generation Critical Infrastructure

Siddiqui¹,

Hagan²,

Sezer³

2020

Preprint

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The mass integration and deployment of intelligent technologies within critical commercial, industrial and public environments have a significant impact on business operations and society as a whole. Though integration of these critical intelligent technologies pose serious embedded security challenges for technology manufacturers which are required to be systematically approached, in-line with international security regulations. This paper establish security foundation for such intelligent technologies by deriving embedded security requirements to realise the core security functions laid out by international security authorities, and proposing microarchitectural characteristics to establish cyber resilience in embedded systems. To bridge the research gap between embedded and operational security domains, a detailed review of existing embedded security methods, microarchitectures and design practises is presented. The existing embedded security methods have been found ad-hoc, passive and strongly rely on building and maintaining trust. To the best of our knowledge to date, no existing embedded security microarchitecture or defence mechanism provides continuity of data stream or security once trust has broken. This functionality is critical for embedded technologies deployed in critical infrastructure to enhance and maintain security, and to gain evidence of the security breach to effectively evaluate, improve and deploy active response and mitigation strategies. To this end, the paper proposes three microarchitectural characteristics that shall be designed and integrated into embedded architectures to establish, maintain and improve cyber resilience in embedded systems for next-generation critical infrastructure.

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Enforcing Policy-Based Security Models for Embedded SoCs within the Internet of Things

Cited by 8 publications

References 15 publications

Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare

Zika Virus Prediction Using AI-Driven Technology and Hybrid Optimization Algorithm in Healthcare

Evolution of Embedded Platform Security Technologies: Past, Present & Future Challenges

Establishing Cyber Resilience in Embedded Systems for Securing Next-Generation Critical Infrastructure

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