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May 2018

Kyle Millar – Deep Learning for Classifying Malicious Network Traffic

May 25 @ 3:10 pm - 3:35 pm
S112, Engineering South

Abstract As the sophistication of cyber malicious attacks increase, so too must the techniques used to detect and classify them. Deep learning has become one of the most publicised techniques of machine learning in recent years. Its ability to draw complex inferences from data without requiring any predefined domain knowledge has allowed it to adapt to many areas of research, such as image classification, natural language processing, and self-driving cars. The recent successes of deep learning and the growing need…

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