This course overviews an emerging topic in cybersecurity, the employment of Artificial Intelligence (AI) in the area of Cyber Security. Artificial Intelligence (AI) is considered one of the dominant rising approaches to cybersecurity and cyberthreat intelligence, which offers strategic defense mechanisms for malware, addressing cybercrime, and assessing vulnerabilities to yield proactive rather than reactive countermeasures. So, in this course the basics of AI and its approaches in the field of Cybersecurity will be introduced. Students will be given an in- depth understanding of artificial intelligence concepts, principles and technologies that affect cyber security. Basically, classical machine learning, and deep learning will be introduced and how they can be applied to the cybersecurity space.