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Design of fractional order epidemic model for future generation tiny hardware implants

机译:下一代微型硬件植入物的分数阶流行模型设计

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The purpose of this study is to design an epidemic model that portray the exploitation of hardware through embedded tiny chip based mini-computer within another computer such as Intel management engine (ME). The firmware level bugs allow escalation of privileges and remote execution of code beneath the running operating system for infiltration or completely intervene with computer. A mathematical model is presented for vulnerabilities of embedded tiny chip based hardware that portray exploitation and spread of infection in network infrastructures. Disease free and endemic equilibria are analyzed for the designed model in terms of the basic reproduction number R_0, as well as global and local stability conditions for integer order scenarios of the system. Numerical experimentations are performed for distinct fractional order terms in the system and the results endorsed that fractional regimes provide enrich dynamics by means of super-fast transients as well as super slow evolutions of the steady-state which are rarely substantiated in integer order counterpart models.
机译:这项研究的目的是设计一个流行模型,该模型描述了通过另一台计算机(例如英特尔管理引擎(ME))中基于嵌入式微型芯片的微型计算机对硬件的利用。固件级别的错误允许特权提升和正在运行的操作系统下的代码远程执行,以渗透或完全干预计算机。针对嵌入式微型芯片硬件的漏洞,提出了一个数学模型,该模型描述了网络基础结构中感染的利用和传播。针对设计模型,根据基本繁殖数R_0以及系统整数阶场景的全局和局部稳定性条件,对无病和地方病平衡进行了分析。对系统中不同的分数阶项进行了数值实验,结果证明分数阶态通过超快速瞬态以及稳态的超慢演化提供了丰富的动力学,而稳态在整数阶对应模型中很少得到证实。

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