ftgroup.com In this paper we present a real-time automatic process to traffic classification and to the detection of abnormal behaviors in IP traffic. The proposed method aims to detect anomalies in the traffic associated to a particular service, or to automatically recognize the service associated to a given sequence of packets at the transport layer. Service classification is becoming a central issue because of the emergence of new services (P2P, VoIP, Streaming video, etc…) which raises new challenges in resource reservation, pricing, network monitoring, etc … In order to identify a specific signature to an application, we first of all model the sequence of its packets at the transport layer by means of a first order Markov chain. Then, ...
Abstract—To manage and monitor their networks in a proper way, network operators are often intereste...
Since its inception until today, the Internet has been in constant transformation. The analysis and ...
We address the problem of classifying Internet packet flows according to the application level proto...
Abstract. Network traffic anomalies detection and characterization has been a hot topic of research ...
This paper proposes and analyzes the performance of a novel technique for the classification of Int...
The rapid growth of Internet in size and complexity, and frequent emergence of new network applicati...
Abstract:- Evolution of Internet has been accompanied by the development of a range of network appli...
Traffic classification has received increasing attention in the last years. It aims at offering the ...
There is widespread interest in the research community for new IP traffic classification techniques,...
Internet Traffic Classification aims at the identification of the Internet application that generate...
Internet Traffic Classification aims at the identification of the Internet application that generate...
The dynamic classification and identification of network applications responsible for network traffi...
The classification of Internet packet traffic aims at associating a sequence of packets (a flow) to ...
The dynamic classification and identification of network applications responsible for network traffi...
Abstract—To manage and monitor their networks in a proper way, network operators are often intereste...
Since its inception until today, the Internet has been in constant transformation. The analysis and ...
We address the problem of classifying Internet packet flows according to the application level proto...
Abstract. Network traffic anomalies detection and characterization has been a hot topic of research ...
This paper proposes and analyzes the performance of a novel technique for the classification of Int...
The rapid growth of Internet in size and complexity, and frequent emergence of new network applicati...
Abstract:- Evolution of Internet has been accompanied by the development of a range of network appli...
Traffic classification has received increasing attention in the last years. It aims at offering the ...
There is widespread interest in the research community for new IP traffic classification techniques,...
Internet Traffic Classification aims at the identification of the Internet application that generate...
Internet Traffic Classification aims at the identification of the Internet application that generate...
The dynamic classification and identification of network applications responsible for network traffi...
The classification of Internet packet traffic aims at associating a sequence of packets (a flow) to ...
The dynamic classification and identification of network applications responsible for network traffi...
Abstract—To manage and monitor their networks in a proper way, network operators are often intereste...
Since its inception until today, the Internet has been in constant transformation. The analysis and ...
We address the problem of classifying Internet packet flows according to the application level proto...
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