Cognitive Dynamic Systems for Cybersecurity

网络安全认知动态系统

• 批准号: RGPIN-2019-06931
• 负责人: Haykin, Simon
• 金额: $ 2.48万
• 依托单位: McMaster University
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2019
• 资助国家: 加拿大
• 起止时间: 2019-01-01 至 2020-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=685193
• 关键词: Cognitive; Dynamic; Systems; Cybersecurity

This research program is aimed at bringing Cybersecurity under control in the unexpected presence of uncertainty particularly, so in the environment; all the more so, Cybersecurity has been going back for over twenty years with it getting worse from one year to the next. The solution to this challenging problem resides in Cognitive Dynamic System (CDS) under four topics:***i) Cognition, which is rooted under five principles: perception-action cycle (PAC), attention, memory, intelligence, and language.***ii) Complex predictive adaptation, which involves past experience gained during the absence of uncertainty.***iii) Switches, which function in two different folds, namely On in the absence of uncertainty and Off in the unexpected presence of uncertainty.***iv) Shunt Cycles, which are reciprocally coupled vertically as well as horizontally that involve both perception and executive for multiple-layers that result in large numbers of feedback loops.******An example of Cybersecurity is Artificial Intelligence (AI) on one side of a brand new machine that embodies and CDS on the other side. The net result is described as follows:*** Absence of uncertainty: AI is On and CDS is Off; in this first scenario, AI functions in a regular fashion while CDS is inactive.*** Unexpected presence of uncertainty: AI is Off and CDS is On; in this second scenario, AI is protected from Cyberattack while CDS is positioned to exploit the complex predictive adaptation to bring Cybersecurity under control.*** Cyberattack is a mechanism that is introduced as a form of uncertainty in the system.******For this research program, I will pursue four short-term objectives:******i) Cognitive dynamic system for vehicle-to-vehicle communications for self-driving cars***ii) Cognitive dynamic system for secure complex wireless communications***iii) Cognitive dynamic system for secure smart gird***iv) Artificial intelligence and cognitive dynamic system functioning together for cybersecurity******The four projects described herein are all rooted in Cybersecurity and its special case: Cyber-physical Systems. The determination for Cybersecurity goes back five years, in the context of which the first paper on bringing Cognitive Risk Control for Physical Systems, another way of referring to Cyber-physical Systems, was first published in August 2017. The first paper on Cybersecurity was presented for publication at the beginning of July, 2018; most importantly, this new way of thinking is rooted in Cognitive Neuroscience with emphasis on cognition, complex predictive adaptation, switches, and shunt cycles. Lastly, the ides of Cognitive Dynamic System simulated by the brain originated in my lab in the year 2012.

该研究计划旨在使网络安全在不确定性的意外存在下受到控制，尤其是在环境中。更重要的是，网络安全已经恢复了二十多年，从一年到下一年就变得越来越糟。解决这个具有挑战性问题的解决方案在四个主题下存在于认知动态系统（CD）：*** i）认知植根于五个原则：感知 - 行动周期（PAC），注意力，记忆，智力和语言。在不确定性的意外存在中。*** iv）分流循环，它们在垂直方面和水平上是相互耦合的，既涉及多层的感知和执行，从而导致大量反馈回路。**************************的一个示例是一个在全新机器上的人工智能（AI）的示例，这些示例是全新机器和其他机器上的一面。最终结果描述如下：***缺乏不确定性：AI打开并且CD熄灭；在第一种情况下，AI在CD不活动的情况下以常规方式起作用。在第二种情况下，AI受到保护免受网络攻击，而CD则可以利用复杂的预测适应来控制网络安全。***网络攻击是一种引入系统的机制，作为系统中的不确定性形式。汽车*** ii）用于安全复杂的无线通信的认知动态系统*** iii）智能智能gird的认知动态系统*** iv）iv）人工智能和认知动态系统，用于网络安全性******网络安全的确定可以追溯到五年中，在2017年8月首次发表了有关物理系统认知风险控制的另一种论文，另一种参考网络物理系统的方式。2018年7月初，颁发了有关网络安全性的第一篇论文供网络系统。最重要的是，这种新的思维方式植根于认知神经科学，重点是认知，复杂的预测适应，开关和分流周期。最后，由大脑模拟的认知动态系统的IDES起源于2012年的实验室。