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"Using Machine Learning for Detecting Timing Side-Channel Attacks in SD" by Faizan Shoaib, Yang Wai Chow et al.

Software-Defined Networking (SDN) is a networking technology that allows for the programming and efficient management of networks. Due to the separation of the data plane and the control plane, SDN is prone to timing side-channel attacks. The adversary can use timing information to obtain data about the network such as flow tables, routes, controller types, ports, and so on. The focus of current mitigation strategies for timing side-channel attacks is largely on minimizing them through network architectural changes. This adds considerable overhead to the SDNs and makes establishing the origin of the attack a challenge. In this paper, we propose a machine learning-based approach for detecting timing side-channel attacks and identifying their source in SDNs. We adopt the machine learning methodology for this solution since it delivers faster and more accurate output. As opposed to conventional methods, it can precisely detect timing side-channel activity in SDN and determine the attacker ....

Defined Networking , Machine Learning Based Detection , Side Channel Attack , Software Defined Network ,

NASA Awards Millions to Historically Black Colleges, Universities

These awards will enable HBCU students and faculty to conduct innovative data science research that contributes to NASA's missions. ....

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NASA Awards Millions to Historically Black Colleges, Universities

NASA Awards Millions to Historically Black Colleges, Universities
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Daytona Beach , United States , North Carolina , North Carolina Central University , Fayetteville State University , Lincoln University , Prairie View , Jefferson City , Pam Melroy , Steven Crawford , Mike Kincaid , Science Mission Directorate , Priority In Research , Minority University Research , Institute For Perception , Carolina Agricultural Technical State University , Floridaam University , Morgan State University , Prairie Viewam University , Department Of Environmental , Geospatial Sciences At North Carolina Central University , Resolution Urban Aerosol Database For Research , Propulsion Laboratory In Silicon Valley , Institute In Research , Carolina Central University , Bethune Cookman University Inc ,

NASA Awards Millions to Historically Black Colleges, Universities

NASA Awards Millions to Historically Black Colleges, Universities
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

Daytona Beach , United States , North Carolina , North Carolina Central University , Fayetteville State University , Lincoln University , Prairie View , Jefferson City , Pam Melroy , Cory Huston , Steven Crawford , Mike Kincaid , Science Mission Directorate , Priority In Research , Minority University Research , Institute For Perception , Carolina Agricultural Technical State University , Floridaam University , Morgan State University , Prairie Viewam University , Department Of Environmental , Geospatial Sciences At North Carolina Central University , Resolution Urban Aerosol Database For Research , Nasas Office , Nasas Jet Propulsion Laboratory In Silicon Valley , Institute In Research ,