Improving Cybersecurity Systems Using Artificial Intelligence Techniques

سال انتشار: 1402
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 135

فایل این مقاله در 20 صفحه با فرمت PDF قابل دریافت می باشد

این مقاله در بخشهای موضوعی زیر دسته بندی شده است:

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

CYSP02_071

تاریخ نمایه سازی: 23 تیر 1403

چکیده مقاله:

Cyberattacks and threats are in complexity every day. With the number ofattacks growing every day around the world, there are a variety of methods andstrategies for penetrating business systems and individual devices. Individual attackers,organizations, and whole nations are responsible for these attacks. Attackresources are growing and cyberattacks can have severe global impact and consequences.These variables make it difficult for security teams to keep pace, sosmarter solutions are needed. This research provides an overview of how two areasof artificial intelligence (AI), machine learning and deep learning, can be usedto meet cybersecurity challenges. The research can also show how existing AItechnologies can improve cybersecurity. Security systems can use AI to automatetime-consuming manual security operations and make detection and response moreproactive and predictive. As part of this research, a workshop was held with officialfrom government and private agencies, who are responsible for network monitoringand security. During this workshop, a discussion occurred what problems individualshad at work. Thus, this research includes potential AI-based remedies foridentifying issues.

نویسندگان

Ismail A. Humied

Associate Professor, Faculty of Police, Policy Academic, Ministry of Interior, Sana’a, Yemen