AITopics | Matherly, John

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Matherly, John

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

Amit, Idan, Matherly, John, Hewlett, William, Xu, Zhi, Meshi, Yinnon, Weinberger, Yigal

arXiv.org Machine LearningDec-19-2018

We present cyber-security problems of high importance. We show that in order to solve these cyber-security problems, one must cope with certain machine learning challenges. We provide novel data sets representing the problems in order to enable the academic community to investigate the problems and suggest methods to cope with the challenges. We also present a method to generate labels via pivoting, providing a solution to common problems of lack of labels in cyber-security.

deep learning, malware, neural network, (18 more...)

arXiv.org Machine Learning

1812.07858

Country: North America > United States > New York (0.14)

Genre: Research Report (0.50)

Industry: Information Technology > Security & Privacy (1.00)

Technology:

Information Technology > Security & Privacy (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.68)

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