Delivering Application Security At The Speed Of Technology With Machine Learning

Henry Ford revolutionized the automobile industry--and manufacturing in general--with the concept of the assembly line. Vehicles existed and were being manufactured before Ford introduced the assembly line but streamlining and automating the manufacturing process allowed vehicles to be produced significantly faster. The world of cybersecurity is at a similar impasse and facing a similar revolution in terms of speed--thanks to machine learning (ML) and artificial intelligence (AI). The concepts of vulnerability scanning and vulnerability management are not new. The idea that organizations need to monitor application activity and behavior to identify indicators of compromise and detect suspicious or malicious activity is also relatively common.