Machine Learning vs. Deep Learning in Cybersecurity – Demystifying AI’s Siblings
Beginning in the 1950s, artificial intelligence (AI) was used as an umbrella term for all methods and disciples that result in any form of intelligence exhibited by machines. Today, nearly all software in every industry – especially in security – use at least some form of AI, even if it is limited to basic manually coded procedures. ESG research found that 12 percent of enterprise organizations have already deployed AI-based security analytics extensively, and 27 percent have deployed AI-based security analytics on a limited basis. It is expected that these implementation trends will only gain momentum in 2018. During the past few years, the major subsets of AI – machine learning and deep learning – have progressed, transforming nearly every field they touch. Nowadays the terms "artificial intelligence, "machine learning," and "deep learning" are used wide...