Matches in SemOpenAlex for { <https://semopenalex.org/work/W2954742044> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2954742044 abstract "Large scale cellular network accessing records are generated by mobile users on daily basis, which leave fine-grained footprints that have potential to compromise the privacy of user mobility. Abundant previous researches have demonstrated that simple anonymization has limited effect in preserving user’s privacy due to prevalence of re-identification attacks. As a result, the mobile operators and application vendors usually turn to a more aggressive solution that is removing the identifier (ID) of each entry in the records. Cellular data sets owners believe that such procedure is sufficient for preserving user’s privacy, since the attackers cannot directly put together the cellular records that belong to one individual, let alone recover user’s identity. However, in this paper, we argue and prove that simply removing the IDs is not sufficient for preserving mobile users’ privacy. We develop a mechanism that is able to extract the mobility patterns of users from cellular records and associate ID-removed records belonging to same individuals. Extensive experiments show that 70%~80% records of each user on average can be accurately recovered for two data sets collected from both mobile application and mobile operator side at the scale of several thousands to tens of thousands users. We find that the number of users released, the temporal and spatial granularity, and the speed of user movement are key factors that determine the privacy leakage in the ID-removed cellular data sets." @default.
- W2954742044 created "2019-07-12" @default.
- W2954742044 creator A5013394195 @default.
- W2954742044 creator A5039378396 @default.
- W2954742044 creator A5062365263 @default.
- W2954742044 date "2020-03-01" @default.
- W2954742044 modified "2023-10-16" @default.
- W2954742044 title "Connecting the Dots: User Privacy is not Preserved in ID-Removed Cellular Data" @default.
- W2954742044 cites W1578473173 @default.
- W2954742044 cites W1873763122 @default.
- W2954742044 cites W1972309850 @default.
- W2954742044 cites W1982300822 @default.
- W2954742044 cites W1987228002 @default.
- W2954742044 cites W1992470436 @default.
- W2954742044 cites W1993599520 @default.
- W2954742044 cites W2017481266 @default.
- W2954742044 cites W2027029143 @default.
- W2954742044 cites W2069434875 @default.
- W2954742044 cites W2073193131 @default.
- W2954742044 cites W2078101615 @default.
- W2954742044 cites W2082894754 @default.
- W2954742044 cites W2108215372 @default.
- W2954742044 cites W2115240023 @default.
- W2954742044 cites W2115911119 @default.
- W2954742044 cites W2118994807 @default.
- W2954742044 cites W2131458019 @default.
- W2954742044 cites W2133400794 @default.
- W2954742044 cites W2134167315 @default.
- W2954742044 cites W2154592552 @default.
- W2954742044 cites W2154923088 @default.
- W2954742044 cites W2159024459 @default.
- W2954742044 cites W2159548212 @default.
- W2954742044 cites W2165792232 @default.
- W2954742044 cites W2172211955 @default.
- W2954742044 cites W2173102402 @default.
- W2954742044 cites W2253988004 @default.
- W2954742044 cites W2295629854 @default.
- W2954742044 cites W2323121671 @default.
- W2954742044 cites W2395560332 @default.
- W2954742044 cites W2533657018 @default.
- W2954742044 cites W2593227599 @default.
- W2954742044 cites W2593493160 @default.
- W2954742044 cites W2790227466 @default.
- W2954742044 cites W2807732503 @default.
- W2954742044 cites W2808008404 @default.
- W2954742044 cites W2893136476 @default.
- W2954742044 cites W2898288652 @default.
- W2954742044 cites W3102058818 @default.
- W2954742044 doi "https://doi.org/10.1109/tnsm.2019.2926488" @default.
- W2954742044 hasPublicationYear "2020" @default.
- W2954742044 type Work @default.
- W2954742044 sameAs 2954742044 @default.
- W2954742044 citedByCount "0" @default.
- W2954742044 crossrefType "journal-article" @default.
- W2954742044 hasAuthorship W2954742044A5013394195 @default.
- W2954742044 hasAuthorship W2954742044A5039378396 @default.
- W2954742044 hasAuthorship W2954742044A5062365263 @default.
- W2954742044 hasConcept C111919701 @default.
- W2954742044 hasConcept C123201435 @default.
- W2954742044 hasConcept C136764020 @default.
- W2954742044 hasConcept C153646914 @default.
- W2954742044 hasConcept C154504017 @default.
- W2954742044 hasConcept C177774035 @default.
- W2954742044 hasConcept C186967261 @default.
- W2954742044 hasConcept C31258907 @default.
- W2954742044 hasConcept C38652104 @default.
- W2954742044 hasConcept C41008148 @default.
- W2954742044 hasConceptScore W2954742044C111919701 @default.
- W2954742044 hasConceptScore W2954742044C123201435 @default.
- W2954742044 hasConceptScore W2954742044C136764020 @default.
- W2954742044 hasConceptScore W2954742044C153646914 @default.
- W2954742044 hasConceptScore W2954742044C154504017 @default.
- W2954742044 hasConceptScore W2954742044C177774035 @default.
- W2954742044 hasConceptScore W2954742044C186967261 @default.
- W2954742044 hasConceptScore W2954742044C31258907 @default.
- W2954742044 hasConceptScore W2954742044C38652104 @default.
- W2954742044 hasConceptScore W2954742044C41008148 @default.
- W2954742044 hasLocation W29547420441 @default.
- W2954742044 hasOpenAccess W2954742044 @default.
- W2954742044 hasPrimaryLocation W29547420441 @default.
- W2954742044 hasRelatedWork W1152574 @default.
- W2954742044 hasRelatedWork W11840961 @default.
- W2954742044 hasRelatedWork W13768885 @default.
- W2954742044 hasRelatedWork W192912 @default.
- W2954742044 hasRelatedWork W3026724 @default.
- W2954742044 hasRelatedWork W4910581 @default.
- W2954742044 hasRelatedWork W8114543 @default.
- W2954742044 hasRelatedWork W8297740 @default.
- W2954742044 hasRelatedWork W8677904 @default.
- W2954742044 hasRelatedWork W8934659 @default.
- W2954742044 isParatext "false" @default.
- W2954742044 isRetracted "false" @default.
- W2954742044 magId "2954742044" @default.
- W2954742044 workType "article" @default.