Recipe. Robust and efficient traffic classification in IP nEtworks

RECIPE: Robust and Efficient Classification of IP nEtwork traffic (2007-2009) Sponsored in part by Italian Ministry for University and Research (MIUR) Robust traffic classification, with applications to the classification of encrypted traffic. SmartPay (2007-2010) Sponsored by Imunant srl. Novel architectures for secure mobile transactions

a new scheme of Robust statistical Traffic Classification (RTC) by combining ... vised machine learning algorithms to classify network traffic ... A flow consists of successive IP packets with the same. 5-tuple: source ... which is very efficient. Fig.

Robust Smartphone App Identification Via Encrypted Network Traffic Analysis Vincent F. Taylor, Riccardo Spolaor, Mauro Conti and Ivan Martinovic Abstract—The apps installed on a smartphone can reveal much information about a user, such as their medical conditions, sexual orientation, or religious beliefs. Additionally, the presence

Desktops and laptops can be maliciously exploited to violate privacy. In this paper, we consider the daily battle between the passive attacker who is targeting a specific user against a user that may be adversarial opponent.

Robust Networks Sanjeev Goyal ∗ Adrien Vigier† May 14, 2009 First draft: July 2008 Abstract A network is said to be robust if it performs well against attacks. We first study random uniform attacks. Robust networks consist of equal size groups whose number increases in the intensity of the attack. We then turn to intelligent attack: