Browsing TKD - Institutt for informasjonsteknologi by Subject "Passive measurements"
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Advanced passive operating system fingerprinting using machine learning and deep learning
(International Conference on Computer Communications and Networks (ICCCN); 2020 29th International Conference on Computer Communications and Networks (ICCCN), Journal article; Peer reviewed, 2020-09-30)Securing and managing large, complex enterprise network infrastructure requires capturing and analyzing network traffic traces in real-time. An accurate passive Operating System (OS) fingerprinting plays a critical role ... -
A Deep Learning Approach to Dynamic Passive RTT
(2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC);, Conference object, 2019)The Round-Trip Time (RTT) is a property of the path between a sender and a receiver communicating with Transmission Control Protocol (TCP) over an IP network and over the public Internet. The end-to-end RTT value influences ... -
General TCP state inference model from passive measurements using machine learning techniques
(IEEE Access;VOLUME 6, 2018, Journal article; Peer reviewed, 2018-05-04)Many applications in the Internet use the reliable end-to-end Transmission Control Protocol (TCP) as a transport protocol due to practical considerations. There are many different TCP variants widely in use, and each ...