Matches in SemOpenAlex for { <https://semopenalex.org/work/W4242688137> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4242688137 abstract "With the rapid development of the Internet, network traffic is growing explosively. It brings great challenges to the traditional traffic identification technology using full traffic analysis, which requires more resources to achieve the collection and analysis of full traffic. And, handling the raw traffic may lead to the compromise of user privacy. NetFlow has good compatibility with the existing routing or switching devices, can aggregate network traffic information, support traffic sampling, reduce the invasion of user privacy, and can effectively deal with the challenges. However, as NetFlow is usually output after traffic sampling to ensure the performance of network devices and only contains session-level statistical information, existing NetFlow research mostly focuses on the binary classification problems (e.g., specific anomaly traffic detection), and less exploration has been conducted on traffic multi-classification problems. And NetFlow is even less involved in the currently popular field of encrypted traffic classification. In this paper, we focus on how to perform encrypted traffic multi-classification research based on sampled NetFlow records and propose a multi-classification method based on the multi-source extension of sampled NetFlow records. To improve the distinguishability and applicability of the sampled NetFlow records, we extend and enrich the records with full consideration of the head or payload information in traffic data, including TTL values, Cipher Suites, etc. For different application scenarios, the methods based on head information extension and payload information extension are proposed, respectively. Through comprehensive experiments, the results show that the proposed method is more applicable and effective than the method based on a single N etFlow record in dealing with multi-classification problems in different encryption application scenarios." @default.
- W4242688137 created "2022-05-12" @default.
- W4242688137 creator A5010444377 @default.
- W4242688137 creator A5038814362 @default.
- W4242688137 creator A5046638971 @default.
- W4242688137 creator A5052269317 @default.
- W4242688137 creator A5065643676 @default.
- W4242688137 creator A5070081476 @default.
- W4242688137 creator A5070965266 @default.
- W4242688137 creator A5081635779 @default.
- W4242688137 date "2021-10-01" @default.
- W4242688137 modified "2023-09-23" @default.
- W4242688137 title "Towards Multi-source Extension: A Multi-classification Method Based on Sampled NetFlow Records" @default.
- W4242688137 doi "https://doi.org/10.1109/trustcom53373.2021.00146" @default.
- W4242688137 hasPublicationYear "2021" @default.
- W4242688137 type Work @default.
- W4242688137 citedByCount "0" @default.
- W4242688137 crossrefType "proceedings-article" @default.
- W4242688137 hasAuthorship W4242688137A5010444377 @default.
- W4242688137 hasAuthorship W4242688137A5038814362 @default.
- W4242688137 hasAuthorship W4242688137A5046638971 @default.
- W4242688137 hasAuthorship W4242688137A5052269317 @default.
- W4242688137 hasAuthorship W4242688137A5065643676 @default.
- W4242688137 hasAuthorship W4242688137A5070081476 @default.
- W4242688137 hasAuthorship W4242688137A5070965266 @default.
- W4242688137 hasAuthorship W4242688137A5081635779 @default.
- W4242688137 hasConcept C110875604 @default.
- W4242688137 hasConcept C124101348 @default.
- W4242688137 hasConcept C134066672 @default.
- W4242688137 hasConcept C136764020 @default.
- W4242688137 hasConcept C148730421 @default.
- W4242688137 hasConcept C158379750 @default.
- W4242688137 hasConcept C188067584 @default.
- W4242688137 hasConcept C31258907 @default.
- W4242688137 hasConcept C41008148 @default.
- W4242688137 hasConcept C63969886 @default.
- W4242688137 hasConceptScore W4242688137C110875604 @default.
- W4242688137 hasConceptScore W4242688137C124101348 @default.
- W4242688137 hasConceptScore W4242688137C134066672 @default.
- W4242688137 hasConceptScore W4242688137C136764020 @default.
- W4242688137 hasConceptScore W4242688137C148730421 @default.
- W4242688137 hasConceptScore W4242688137C158379750 @default.
- W4242688137 hasConceptScore W4242688137C188067584 @default.
- W4242688137 hasConceptScore W4242688137C31258907 @default.
- W4242688137 hasConceptScore W4242688137C41008148 @default.
- W4242688137 hasConceptScore W4242688137C63969886 @default.
- W4242688137 hasFunder F4320335777 @default.
- W4242688137 hasLocation W42426881371 @default.
- W4242688137 hasOpenAccess W4242688137 @default.
- W4242688137 hasPrimaryLocation W42426881371 @default.
- W4242688137 hasRelatedWork W10804110 @default.
- W4242688137 hasRelatedWork W2995805 @default.
- W4242688137 hasRelatedWork W4366406 @default.
- W4242688137 hasRelatedWork W4966380 @default.
- W4242688137 hasRelatedWork W5082662 @default.
- W4242688137 hasRelatedWork W5757854 @default.
- W4242688137 hasRelatedWork W790158 @default.
- W4242688137 hasRelatedWork W9226648 @default.
- W4242688137 hasRelatedWork W9731154 @default.
- W4242688137 hasRelatedWork W9853814 @default.
- W4242688137 isParatext "false" @default.
- W4242688137 isRetracted "false" @default.
- W4242688137 workType "article" @default.