FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2066647546> ?p ?o ?g. }

• W2066647546 abstract "Modern network security research has demonstrated a clear necessity for open sharing of traffic datasets between organizations - a need that has so far been superseded by the challenges of removing sensitive content from the data beforehand. Network Data Anonymization is an emerging field dedicated to solving this problem, with a main focus on removal of identifiable artifacts that might pierce privacy, such as usernames and IP addresses. However, recent research has demonstrated that more subtle statistical artifacts may yield fingerprints that are just as differen-tiable as the former. This result highlights certain shortcomings in current anonymization frameworks; particularly, ignoring the behavioral idiosyncrasies of network protocols, applications, and users. Network traffic synthesis (or simulation) is a closely related complimentary approach which, while more difficult to execute accurately, has the potential for far greater flexibility. This paper leverages the statistical-idiosyncrasies of network behavior to augment anonymization and traffic-synthesis techniques through machine-learning models specifically designed to capture host-level behavior. We present the design of a system that can automatically learn models for network host behavior across time, then use these models to replicate the original behavior, to interpolate across gaps in the original traffic, and demonstrate how to generate new diverse behaviors. Further, we measure the similarity of the synthesized data to the original, providing us with a quantifiable estimate of data fidelity." @default.
• W2066647546 created "2016-06-24" @default.
• W2066647546 creator A5068077704 @default.
• W2066647546 creator A5081116636 @default.
• W2066647546 creator A5084213178 @default.
• W2066647546 date "2011-11-01" @default.
• W2066647546 modified "2023-09-23" @default.
• W2066647546 title "Behavior-based network traffic synthesis" @default.
• W2066647546 cites W1505413782 @default.
• W2066647546 cites W2118226475 @default.
• W2066647546 cites W2151531457 @default.
• W2066647546 cites W2169171233 @default.
• W2066647546 doi "https://doi.org/10.1109/ths.2011.6107893" @default.
• W2066647546 hasPublicationYear "2011" @default.
• W2066647546 type Work @default.
• W2066647546 sameAs 2066647546 @default.
• W2066647546 citedByCount "4" @default.
• W2066647546 countsByYear W20666475462012 @default.
• W2066647546 countsByYear W20666475462013 @default.
• W2066647546 countsByYear W20666475462015 @default.
• W2066647546 countsByYear W20666475462016 @default.
• W2066647546 crossrefType "proceedings-article" @default.
• W2066647546 hasAuthorship W2066647546A5068077704 @default.
• W2066647546 hasAuthorship W2066647546A5081116636 @default.
• W2066647546 hasAuthorship W2066647546A5084213178 @default.
• W2066647546 hasBestOaLocation W20666475462 @default.
• W2066647546 hasConcept C103278499 @default.
• W2066647546 hasConcept C105795698 @default.
• W2066647546 hasConcept C115961682 @default.
• W2066647546 hasConcept C119857082 @default.
• W2066647546 hasConcept C120665830 @default.
• W2066647546 hasConcept C121332964 @default.
• W2066647546 hasConcept C124101348 @default.
• W2066647546 hasConcept C126831891 @default.
• W2066647546 hasConcept C142724271 @default.
• W2066647546 hasConcept C154945302 @default.
• W2066647546 hasConcept C182590292 @default.
• W2066647546 hasConcept C18903297 @default.
• W2066647546 hasConcept C192209626 @default.
• W2066647546 hasConcept C202444582 @default.
• W2066647546 hasConcept C204787440 @default.
• W2066647546 hasConcept C2522767166 @default.
• W2066647546 hasConcept C2776459999 @default.
• W2066647546 hasConcept C2779965156 @default.
• W2066647546 hasConcept C2780598303 @default.
• W2066647546 hasConcept C2781162219 @default.
• W2066647546 hasConcept C33923547 @default.
• W2066647546 hasConcept C38652104 @default.
• W2066647546 hasConcept C41008148 @default.
• W2066647546 hasConcept C71924100 @default.
• W2066647546 hasConcept C76155785 @default.
• W2066647546 hasConcept C86803240 @default.
• W2066647546 hasConcept C9652623 @default.
• W2066647546 hasConceptScore W2066647546C103278499 @default.
• W2066647546 hasConceptScore W2066647546C105795698 @default.
• W2066647546 hasConceptScore W2066647546C115961682 @default.
• W2066647546 hasConceptScore W2066647546C119857082 @default.
• W2066647546 hasConceptScore W2066647546C120665830 @default.
• W2066647546 hasConceptScore W2066647546C121332964 @default.
• W2066647546 hasConceptScore W2066647546C124101348 @default.
• W2066647546 hasConceptScore W2066647546C126831891 @default.
• W2066647546 hasConceptScore W2066647546C142724271 @default.
• W2066647546 hasConceptScore W2066647546C154945302 @default.
• W2066647546 hasConceptScore W2066647546C182590292 @default.
• W2066647546 hasConceptScore W2066647546C18903297 @default.
• W2066647546 hasConceptScore W2066647546C192209626 @default.
• W2066647546 hasConceptScore W2066647546C202444582 @default.
• W2066647546 hasConceptScore W2066647546C204787440 @default.
• W2066647546 hasConceptScore W2066647546C2522767166 @default.
• W2066647546 hasConceptScore W2066647546C2776459999 @default.
• W2066647546 hasConceptScore W2066647546C2779965156 @default.
• W2066647546 hasConceptScore W2066647546C2780598303 @default.
• W2066647546 hasConceptScore W2066647546C2781162219 @default.
• W2066647546 hasConceptScore W2066647546C33923547 @default.
• W2066647546 hasConceptScore W2066647546C38652104 @default.
• W2066647546 hasConceptScore W2066647546C41008148 @default.
• W2066647546 hasConceptScore W2066647546C71924100 @default.
• W2066647546 hasConceptScore W2066647546C76155785 @default.
• W2066647546 hasConceptScore W2066647546C86803240 @default.
• W2066647546 hasConceptScore W2066647546C9652623 @default.
• W2066647546 hasLocation W20666475461 @default.
• W2066647546 hasLocation W20666475462 @default.
• W2066647546 hasOpenAccess W2066647546 @default.
• W2066647546 hasPrimaryLocation W20666475461 @default.
• W2066647546 hasRelatedWork W1665456856 @default.
• W2066647546 hasRelatedWork W1921811973 @default.
• W2066647546 hasRelatedWork W194177765 @default.
• W2066647546 hasRelatedWork W1982271627 @default.
• W2066647546 hasRelatedWork W1991332482 @default.
• W2066647546 hasRelatedWork W2078411287 @default.
• W2066647546 hasRelatedWork W2142542599 @default.
• W2066647546 hasRelatedWork W2340301009 @default.
• W2066647546 hasRelatedWork W2465709165 @default.
• W2066647546 hasRelatedWork W2623187518 @default.
• W2066647546 hasRelatedWork W2766555043 @default.
• W2066647546 hasRelatedWork W2902948286 @default.
• W2066647546 hasRelatedWork W2952212367 @default.
• W2066647546 hasRelatedWork W2989682002 @default.
• W2066647546 hasRelatedWork W3004260745 @default.
• W2066647546 hasRelatedWork W3098649382 @default.

• next