The Internet of Medical Things(IoMT)is a collection of smart healthcare devices,hardware infrastructure,and related software applications,that facilitate the connection of healthcare information technology system via ...The Internet of Medical Things(IoMT)is a collection of smart healthcare devices,hardware infrastructure,and related software applications,that facilitate the connection of healthcare information technology system via the Internet.It is also called IoT in healthcare,facilitating secure communication of remote healthcare devices over the Internet for quick and flexible analysis of healthcare data.In other words,IoMT is an amalgam of medical devices and applications,which improves overall healthcare outcomes.However,this system is prone to securityand privacy-related attacks on healthcare data.Therefore,providing a robust security mechanism to prevent the attacks and vulnerability of IoMT is essential.To mitigate this,we proposed a new Artificial-Intelligence envisioned secure communication scheme for IoMT.The discussed network and threat models provide details of the associated network arrangement of the IoMT devices and attacks relevant to IoMT.Furthermore,we provide the security analysis of the proposed scheme to show its security against different possible attacks.Moreover,a comparative study of the proposed scheme with other similar schemes is presented.Our results show that the proposed scheme outperforms other similar schemes in terms of communication and computation costs,and security and functionality attributes.Finally,we provide a pragmatic study of the proposed scheme to observe its impact on various network performance parameters.展开更多
The optimized Grok algorithm can significantly improve the accuracy of time series analysis and understanding the dynamics of climate change.Fine-tuned Grok architecture can be used to monitor and analyze climate proc...The optimized Grok algorithm can significantly improve the accuracy of time series analysis and understanding the dynamics of climate change.Fine-tuned Grok architecture can be used to monitor and analyze climate processes.The main aim is to analyze the Fine-tuned Grok architecture for research on climate change,world ecology,carbon dioxide growth,and carbon funds.The global challenges of climate change and ecological degradation demand innovative analytical approaches capable of processing vast,multivariate,and non-linear datasets.Concurrently,the global financial system,deeply intertwined with energy transitions and sustainable development,requires sophisticated tools for risk assessment and investment strategy in a changing world.Fine-tuned Grok architecture model helps to plan strategies for adaptation to climate change by calculating the optimal allocation of resources,taking into account risks and reducing losses.Due to its ability to respond quickly to new conditions,the system will be able to quickly adjust evacuation plans,deploy protective structures,and distribute assistance to affected regions.The use of artificial intelligence significantly expands the capabilities of the scientific community and authorities in monitoring,assessing,and managing climate change.The optimized Fine-tuned Grok architecture opens the way to a new level of informed decision-making about climate change and ensuring the safety of our future generations.展开更多
There has been much discussion in the recent decade on the universality or particularity or relativism or on the relations between the universal values and standard systems and cultural diversity or pluralism. But mos...There has been much discussion in the recent decade on the universality or particularity or relativism or on the relations between the universal values and standard systems and cultural diversity or pluralism. But most of the discussions are concentrated on the abstract or conceptual terms, with few touching upon international human fights standards. This is strange, because the disputes will never end and it is impossible to arrive at any conclusions of value if discussions only focus on the different concepts and systems of different countries or civilizations instead of on what has been universally accepted or at least on the international human rights treaties and the customary international human rights laws that are binding to the great number of state parties.展开更多
基金The authors would like to thank the reviewers and the Associate Editor for their valuable suggestions that helped in improving the quality,readability and presentation of the paper.This work was supported by FCT/MCTES through national funds and when applicable co-funded EU funds under the Project UIDB/50008/2020by the Brazilian National Council for Research and Development(CNPq)via Grants No.431726/2018-3 and 313036/2020-9.
文摘The Internet of Medical Things(IoMT)is a collection of smart healthcare devices,hardware infrastructure,and related software applications,that facilitate the connection of healthcare information technology system via the Internet.It is also called IoT in healthcare,facilitating secure communication of remote healthcare devices over the Internet for quick and flexible analysis of healthcare data.In other words,IoMT is an amalgam of medical devices and applications,which improves overall healthcare outcomes.However,this system is prone to securityand privacy-related attacks on healthcare data.Therefore,providing a robust security mechanism to prevent the attacks and vulnerability of IoMT is essential.To mitigate this,we proposed a new Artificial-Intelligence envisioned secure communication scheme for IoMT.The discussed network and threat models provide details of the associated network arrangement of the IoMT devices and attacks relevant to IoMT.Furthermore,we provide the security analysis of the proposed scheme to show its security against different possible attacks.Moreover,a comparative study of the proposed scheme with other similar schemes is presented.Our results show that the proposed scheme outperforms other similar schemes in terms of communication and computation costs,and security and functionality attributes.Finally,we provide a pragmatic study of the proposed scheme to observe its impact on various network performance parameters.
基金financed as part of the project“Development of a methodology for instrumental base formation for analysis and modeling of the spatial socio-economic development of systems based on internal reserves in the context of digitalization”(FSEG-2023-0008).
文摘The optimized Grok algorithm can significantly improve the accuracy of time series analysis and understanding the dynamics of climate change.Fine-tuned Grok architecture can be used to monitor and analyze climate processes.The main aim is to analyze the Fine-tuned Grok architecture for research on climate change,world ecology,carbon dioxide growth,and carbon funds.The global challenges of climate change and ecological degradation demand innovative analytical approaches capable of processing vast,multivariate,and non-linear datasets.Concurrently,the global financial system,deeply intertwined with energy transitions and sustainable development,requires sophisticated tools for risk assessment and investment strategy in a changing world.Fine-tuned Grok architecture model helps to plan strategies for adaptation to climate change by calculating the optimal allocation of resources,taking into account risks and reducing losses.Due to its ability to respond quickly to new conditions,the system will be able to quickly adjust evacuation plans,deploy protective structures,and distribute assistance to affected regions.The use of artificial intelligence significantly expands the capabilities of the scientific community and authorities in monitoring,assessing,and managing climate change.The optimized Fine-tuned Grok architecture opens the way to a new level of informed decision-making about climate change and ensuring the safety of our future generations.
文摘There has been much discussion in the recent decade on the universality or particularity or relativism or on the relations between the universal values and standard systems and cultural diversity or pluralism. But most of the discussions are concentrated on the abstract or conceptual terms, with few touching upon international human fights standards. This is strange, because the disputes will never end and it is impossible to arrive at any conclusions of value if discussions only focus on the different concepts and systems of different countries or civilizations instead of on what has been universally accepted or at least on the international human rights treaties and the customary international human rights laws that are binding to the great number of state parties.
