Generations of Machine Learning in Cybersecurity

December 27, 2017

In this white paper, we aim to define generations of machine learning and to explain the maturity levels of artificial intelligence (AI) and machine learning (ML) that are being applied to cybersecurity today. In addition, the paper seeks to explain that while a great deal of progress has been made in the evolution of machine learning’s application to cybersecurity challenges, there remains an immense amount of opportunity for innovation and advancement in the field, and we expect the sophistication of applications of machine learning to continue to evolve over time.

Spotlight

KMD

Together we develop Denmark. KMD is the largest Danish-based IT company and develops and provides software and service solutions for the local, state and corporate segment in Denmark. Our unique domain knowledge, reliability and approach to security and reliability allows KMD today is one of the most recognized and used in the Danish IT industry. KMD's solutions help streamline processes and improve service to citizens every day all year round. Our systems handle example payments of salaries and social benefits. In total, it is to approximately 400 billion. kroner per year, equivalent to more than 20% of Denmark's GDP. KMD also draws tomorrow through new technology. We is behind a new computer for school, which is to make life easier for teachers and increase the learning opportunities. KMD Group has an annual turnover of more than four billion Danish kroner and has about 3,000 employees.

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Together we develop Denmark. KMD is the largest Danish-based IT company and develops and provides software and service solutions for the local, state and corporate segment in Denmark. Our unique domain knowledge, reliability and approach to security and reliability allows KMD today is one of the most recognized and used in the Danish IT industry. KMD's solutions help streamline processes and improve service to citizens every day all year round. Our systems handle example payments of salaries and social benefits. In total, it is to approximately 400 billion. kroner per year, equivalent to more than 20% of Denmark's GDP. KMD also draws tomorrow through new technology. We is behind a new computer for school, which is to make life easier for teachers and increase the learning opportunities. KMD Group has an annual turnover of more than four billion Danish kroner and has about 3,000 employees.

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