SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

Experience SANS training through course previews.
Learn MoreLet us help.
Contact usBecome a member for instant access to our free resources.
Sign UpWe're here to help.
Contact UsMuch attention is given to enterprise security with expensive solutions and teams of both IT and security personnel, but the home office may only ever be proactively defended by a single amateur or hobbyist. Large scale corporate solutions may deal with Advanced Persistent Threats (APTs) and corporate espionage, but there are far fewer solutions to home office threats. This paper focuses on best practices for a home network running minimal servers to protect from casual browsing and careless home users. This research intends to demonstrate meaningful defense of endpoints in a local network by drastically reducing potential communication to C2 nodes and data exfiltration with proper filtering and minimal extra hardware.