有效信息安全训练的神经进化

Kushal Anjaria, Arun Mishra
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引用次数: 1

摘要

如今,信息安全相关的培训对各种组织来说都是极其重要的。但是对于培训者来说,很难从培训中了解受训人员在信息安全领域的现有技能水平和期望。因此,决定每个级别的培训时间分配也成为培训师的一个难题。为了解决这一挑战,目前的工作提出了基于神经进化的算法。该算法也可用于在线培训或基于web服务/移动应用程序的培训。培训师需要在预训练时间内执行该算法,并根据执行结果调整或修改每个训练级别的训练内容和时间分配。
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Neuroevolution for effective information security training
Information security related training is extremely important nowadays for various organizations. But for the trainer, it is difficult to know the existing skill levels of trainees in information security area and their expectations from the training. As a result, to decide the time allocation for each level of training also becomes a difficult task for the trainer. To solve this challenge, present work proposes neuroevolution based algorithm. The algorithm can also be useful for online training or web service/mobile app based training. The trainer needs to execute the algorithm in pre-training time and based on the result he/she can adjust or modify training content and time allocation for each training level.
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