HEDGE: Efficient Traffic Classification of Encrypted and Compressed Packets
نویسندگان
چکیده
منابع مشابه
Classification of encrypted traffic for applications based on statistical features
Traffic classification plays an important role in many aspects of network management such as identifying type of the transferred data, detection of malware applications, applying policies to restrict network accesses and so on. Basic methods in this field were using some obvious traffic features like port number and protocol type to classify the traffic type. However, recent changes in applicat...
متن کاملA survey of methods for encrypted traffic classification and analysis
With the widespread use of encrypted data transport network traffic encryption is becoming a standard nowadays. This presents a challenge for traffic measurement, especially for analysis and anomaly detection methods which are dependent on the type of network traffic. In this paper, we survey existing approaches for classification and analysis of encrypted traffic. First, we describe the most w...
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Many network management tasks such as managing bandwidth budget and ensuring quality of service objectives rely on accurate classification of network traffic. But the statistical features of encrypted traffics are not stable and do not contain sufficient information for classification all the time. Some applications support multiple protocols, and the behaviors of these applications are complic...
متن کاملEncrypted Internet Traffic Classification Method based on Host Behavior
Accurate network traffic classification plays important roles in many areas such as traffic engineering, QoS and intrusion detection etc. Encrypted Peer-to-Peer (P2P) applications have dramatically grown in popularity over the past few years, and now constitute a significant share of the total traffic in many networks. To solve the drawback of the previous classification scheme for encrypted ne...
متن کاملEfficient Processing of Multi-connection Compressed Web Traffic
Compressing web traffic using standard GZIP is becoming both popular and challenging due to the huge increase in wireless web devices, where bandwidth is limited. Security and other content based networking devices are required to decompress the traffic of tens of thousands concurrent connections in order to inspect the content for different signatures. The major limiting factor in this process...
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ژورنال
عنوان ژورنال: IEEE Transactions on Information Forensics and Security
سال: 2019
ISSN: 1556-6013,1556-6021
DOI: 10.1109/tifs.2019.2911156