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114
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WWIC
2010
Springer
193views Communications» more  WWIC 2010»
15 years 7 months ago
0day Anomaly Detection Made Possible Thanks to Machine Learning
Abstract. This paper proposes new cognitive algorithms and mechanisms for detecting 0day attacks targeting the Internet and its communication performances and behavior. For this pu...
Philippe Owezarski, Johan Mazel, Yann Labit
124
Voted
ICPP
2002
IEEE
15 years 8 months ago
Linux/SimOS - A Simulation Environment for Evaluating High-Speed Communication Systems
This paper presents Linux/SimOS, a Linux operating system port to SimOS, which is a complete machine simulator from Stanford. The motivation for Linux/SimOS is to alleviate the li...
Chulho Won, Ben Lee, Chansu Yu, Sangman Moh, Yong-...
138
Voted
ICDCS
2007
IEEE
15 years 7 months ago
Communication-Efficient Tracking of Distributed Cumulative Triggers
In recent work, we proposed D-Trigger, a framework for tracking a global condition over a large network that allows us to detect anomalies while only collecting a very limited amo...
Ling Huang, Minos N. Garofalakis, Anthony D. Josep...
121
Voted
CORR
2010
Springer
64views Education» more  CORR 2010»
15 years 3 months ago
Efficient Upload Bandwidth Estimation and Communication Resource Allocation Techniques
: - In this paper we address two problems, for which we present novel, efficient, algorithmic solutions. The first problem is motivated by practical situations and is concerned wit...
Mugurel Ionut Andreica, Nicolae Tapus
136
Voted
IPSN
2010
Springer
15 years 10 months ago
Consensus-based distributed linear support vector machines
This paper develops algorithms to train linear support vector machines (SVMs) when training data are distributed across different nodes and their communication to a centralized no...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...