Introduction to Artificial Intelligence and Machine Learning for Cyber Security
Course Description
Cyber security is a top concern for businesses and IT leaders across all industries. They have a great deal of potential threats to deal with, ranging from ransomware and phishing, to advanced threats and cyber espionage. They may soon have something else to worry about: Artificial intelligence (AI).
This is an introductory course on Artificial Intelligence for cybersecurity. The topics may include:
- AI methodology and fundamentals; intelligent agents; search algorithms; supervised and unsupervised learning; decision tree learning; neural networks; deep Learning; nearest neighbour methods.
- The course will try to tackle several critical issues related to AI and ML, such as the AI/ML impact on cybersecurity; how they are used in applications that are currently used in my organization; are there any downside for AI/ML; how the hackers get a good used of such technologies, and many more questions that might come into your mind when thinking about AI/ML.
Learning Outcomes
- Have insight into the main methods used in artificial intelligence (AI) and machine learning (ML)
- have knowledge of the historical development of the field
- Why are AI and ML important for cybersecurity?
- What are the faces of the Good Old Fashioned Artificial Intelligence (GOFAI)
- How is AI/ML Used in Security Today?
- Are There Downsides to Using AI/ML?
- How Adversaries benefit from AI/ML?
- What about AI/ML as a service?
- What is the future of AI & ML in Cybersecurity?
- What are the Implications of AI in privacy?
- What are the Applications of machine learning in security?
- What are the Machine Learning Techniques?
Target Audience
Information Security and IT staff that are dealing with security related technologies.
Prerequisite
BIBF : None
Other : None
Duration
Course Days: 2
Hours per day: 5
Self-study hours: N/A
Others: N/A
Date(s)
20-21 March 2019
29-30 September 2019
Register Now
To register for the course, please fill in the details below and a BIBF representative will attend to you within the next 24 hours.