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October 23-26, 2017 - Prague, Czech Republic
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Monday, October 23 • 11:15 - 11:55
Big Data: Analytics From the Cyber Security Side – An Approach to Secure Your Datacenter - Cloud (Private / Public) - Carlos Villavicencio, Intel

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Carlos will start describing the components that we use to showcase our use cases, first we are using Apache Spot (incubating) ingesting flows and http logs and generating suspicious connects. Currently, Spot uses Latent Dirichlet Allocation (LDA) as our machine learning algorithm to score the connections, where values close to zero are more likely to be suspicious. In this matter, a threshold can be specified by the analyst to retrieve the N most suspicious connects. After the fact that we select a couple of cases that depict suspicious connections to our datacenter, Apache Spot have a new capability to share this results with other security tools one of them it’s the Open Security Controller, The Open Security Controller help us to deploy our security infrastructure in an automated way, we also include the virtual IPS appliance of McAfee and the virtual infrastructure its being manage

Speakers
CV

Carlos Villavincencio

Security Researcher, Intel
Carlos Villavicencio works as a security researcher at Intel, He have been working on the security field for 12 years (different roles on pre-post sales and engineering teams). He is interested on how the Big Data and Analytics models can be used in the cybersecurity field also h... Read More →


Monday October 23, 2017 11:15 - 11:55
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