Describe how machine learning and data analytics could have detected and/or prevented APT32 (cyber espionage actors) you analyzed had the victim organization deployed these technologies at the time of the event.

Cyber Security

Paper is 2 parts, 2 pages each part.

Part 1:
Describe the concepts of machine learning and data analytics and how applying them to cybersecurity will evolve the field.
Are there companies providing innovative defensive cybersecurity measures based on these technologies? If so, what are they? Would you recommend any of these to the CTO?

Part 2:
Describe how machine learning and data analytics could have detected and/or prevented APT32 (cyber espionage actors) you analyzed had the victim organization deployed these technologies at the time of the event. Be specific.