AI-Based Cyber Defense for More Secure Cyberspace
| Autor: | Dimitar Bogatinov, Mitko Bogdanoski, Slavko Angelevski |
|---|---|
| Přispěvatelé: | Khosrow-Pour, Mehdi |
| Rok vydání: | 2016 |
| Předmět: |
Engineering
Government Computer and information sciences business.industry Process (engineering) ComputerApplications_COMPUTERSINOTHERSYSTEMS computer.software_genre Computer security Expert system Intelligent agent Cyber defense Electrical engineering electronic engineering information engineering business Cyberspace computer Cyber threats |
| Popis: | The growing network attacks and intrusions have put the government organizations at a great risk. In cyberspace, humans have great limitations in data analyze and cyber defense because of the amount of data they have to process and the limited response time. Considering these parameters one of the best solutions is when the cyber defense mechanisms are AI (Artificial intelligence)-based because they can easily determine and respond to the attacks that are underway. The responses can be easily managed using man in the loop or fully atomized techniques. This chapter gives brief review of the usage of artificial intelligence in support of cyber defense, explains some useful applications that already exist, emphasizing the neural nets, expert systems and intelligent agents in cyber defense. Furthermore the chapter will propose a technical AI-based cyber defense model which can support the governmental and non-governmental efforts against cyber threats and can improve the success against malicious attack in the cyberspace. |
| Databáze: | OpenAIRE |
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