Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297394940> ?p ?o ?g. }
Showing items 1 to 55 of
55
with 100 items per page.
- W4297394940 abstract "The browser history reveals highly sensitive information about users, such as financial status, health conditions, or political views. Private browsing modes and anonymity networks are consequently important tools to preserve the privacy not only of regular users but in particular of whistleblowers and dissidents. Yet, in this work we show how a malicious application can infer opened websites from Google Chrome in Incognito mode and from Tor Browser by exploiting hardware performance events (HPEs). In particular, we analyze the browsers' microarchitectural footprint with the help of advanced Machine Learning techniques: k-th Nearest Neighbors, Decision Trees, Support Vector Machines, and in contrast to previous literature also Convolutional Neural Networks. We profile 40 different websites, 30 of the top Alexa sites and 10 whistleblowing portals, on two machines featuring an Intel and an ARM processor. By monitoring retired instructions, cache accesses, and bus cycles for at most 5 seconds, we manage to classify the selected websites with a success rate of up to 86.3%. The results show that hardware performance events can clearly undermine the privacy of web users. We therefore propose mitigation strategies that impede our attacks and still allow legitimate use of HPEs." @default.
- W4297394940 created "2022-09-28" @default.
- W4297394940 creator A5055744879 @default.
- W4297394940 creator A5060182940 @default.
- W4297394940 creator A5066592325 @default.
- W4297394940 creator A5075079896 @default.
- W4297394940 date "2017-05-11" @default.
- W4297394940 modified "2023-09-23" @default.
- W4297394940 title "PerfWeb: How to Violate Web Privacy with Hardware Performance Events" @default.
- W4297394940 doi "https://doi.org/10.48550/arxiv.1705.04437" @default.
- W4297394940 hasPublicationYear "2017" @default.
- W4297394940 type Work @default.
- W4297394940 citedByCount "0" @default.
- W4297394940 crossrefType "posted-content" @default.
- W4297394940 hasAuthorship W4297394940A5055744879 @default.
- W4297394940 hasAuthorship W4297394940A5060182940 @default.
- W4297394940 hasAuthorship W4297394940A5066592325 @default.
- W4297394940 hasAuthorship W4297394940A5075079896 @default.
- W4297394940 hasBestOaLocation W42973949401 @default.
- W4297394940 hasConcept C108827166 @default.
- W4297394940 hasConcept C115537543 @default.
- W4297394940 hasConcept C136764020 @default.
- W4297394940 hasConcept C154945302 @default.
- W4297394940 hasConcept C178005623 @default.
- W4297394940 hasConcept C31258907 @default.
- W4297394940 hasConcept C38652104 @default.
- W4297394940 hasConcept C41008148 @default.
- W4297394940 hasConcept C81363708 @default.
- W4297394940 hasConcept C99221444 @default.
- W4297394940 hasConceptScore W4297394940C108827166 @default.
- W4297394940 hasConceptScore W4297394940C115537543 @default.
- W4297394940 hasConceptScore W4297394940C136764020 @default.
- W4297394940 hasConceptScore W4297394940C154945302 @default.
- W4297394940 hasConceptScore W4297394940C178005623 @default.
- W4297394940 hasConceptScore W4297394940C31258907 @default.
- W4297394940 hasConceptScore W4297394940C38652104 @default.
- W4297394940 hasConceptScore W4297394940C41008148 @default.
- W4297394940 hasConceptScore W4297394940C81363708 @default.
- W4297394940 hasConceptScore W4297394940C99221444 @default.
- W4297394940 hasLocation W42973949401 @default.
- W4297394940 hasOpenAccess W4297394940 @default.
- W4297394940 hasPrimaryLocation W42973949401 @default.
- W4297394940 hasRelatedWork W1996841315 @default.
- W4297394940 hasRelatedWork W2046868646 @default.
- W4297394940 hasRelatedWork W2095697673 @default.
- W4297394940 hasRelatedWork W2103299932 @default.
- W4297394940 hasRelatedWork W2514158739 @default.
- W4297394940 hasRelatedWork W2796585648 @default.
- W4297394940 hasRelatedWork W2811393546 @default.
- W4297394940 hasRelatedWork W2982321743 @default.
- W4297394940 hasRelatedWork W3018538267 @default.
- W4297394940 hasRelatedWork W3089115757 @default.
- W4297394940 isParatext "false" @default.
- W4297394940 isRetracted "false" @default.
- W4297394940 workType "article" @default.