A Guide To Machine Learning
For Cybersecurity
How Computer Algorithms Find Malicious Content and Defend Against the Modern Threat Landscape
If you're considering adding machine learning to your cybersecurity defenses, this white paper provides an introduction to key concepts.
HOW MACHINES LEARN
The difference between the two ways machines learn: supervised and unsupervised
DETECTING THE UNKNOWN
The best approach for detecting previously undiscovered or zero-day malware
THE IMPORTANCE OF ACCURACY
How accuracy is determined and affected depending on the learning approach and the role security professionals play