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Thanks for a great Analytics and Data Summit 2019 event. We hope to see you next year Feb 25-27, 2020!
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Thursday, March 14 • 12:00pm - 12:30pm
Finding Malicious Network Packets Using Anomaly Detection with Graph Analytics

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Finding unexpected patterns and results in data is a critical factor in discovering fraud, adverse reactions, and other suspicious behaviors. Graph analysis is an effective data analysis methodology that considers fine-grained relationships among data entities. This session explains how to use graph analysis algorithms to discover anomalous results to identify malicious network packets in network traces. We achieve this by constructing graphs from network traces and computing characteristics of those graphs by applying several graph algorithms with which we can construct a machine learning model for classification.


Speakers
avatar for Sungpack Hong

Sungpack Hong

Research Director, Oracle Labs
Research Director at Oracle Labs.Leading projects regarding large-scale graph and data analysis -- platforms and applications
avatar for Rhicheek Patra

Rhicheek Patra

Oracle
I am interested in topics concerning distributed machine learning, recommender systems, online privacy,     and big data related problems. My research work has led to publications in many premier conferences in       the above-mentioned fields.
avatar for Kevin Madden

Kevin Madden

Chief Software Engineer, Tom Sawyer Software
With more than 20 years of experience in the software industry, Kevin Madden brings an innovative approach to Tom Sawyer Software. Originally the third software engineer at Tom Sawyer Software, today he plays a strategic role in the direction of the company's server-based products... Read More →


Thursday March 14, 2019 12:00pm - 12:30pm
2-Rm 103
  • Field 2 general