Alfred, Find the Attacker - A Primer on AI and ML Applications in the IT Security Domain

Alfred, Find the Attacker - A Primer on AI and ML Applications in the IT Security Domain

Explore AI and machine learning applications in IT security through this 37-minute conference talk. Dive into deep learning concepts, classification, regression, and outlier detection techniques. Learn about supervised and unsupervised learning approaches, and their applications in antivirus systems, endpoint protection, fraud prevention, and user behavior analysis. Discover how these technologies are utilized in network and application security. Gain insights into machine learning testbenches and practical implementation tips for enhancing your organization's cybersecurity defenses.