%0 Conference Proceedings
%T Flexible and Robust Privacy-Preserving Implicit Authentication
%+ Universitat Rovira i Virgili
%+ Beihang University (BUAA)
%A Domingo-Ferrer, Josep
%A Wu, Qianhong
%A Blanco-Justicia, Alberto
%Z Part 1: Privacy
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 30th IFIP International Information Security Conference (SEC)
%C Hamburg, Germany
%Y Hannes Federrath
%Y Dieter Gollmann
%3 ICT Systems Security and Privacy Protection
%V AICT-455
%P 18-34
%8 2015-05-26
%D 2015
%R 10.1007/978-3-319-18467-8_2
%K Privacy-preserving implicit authentication
%K Privacy-preserving set intersection
%K Implicit authentication
%K Active authentication
%K Transparent authentication
%K Risk mitigation
%K Data brokers
%Z Computer Science [cs]Conference papers
%X Implicit authentication consists of a server authenticating a user based on the user’s usage profile, instead of/in addition to relying on something the user explicitly knows (passwords, private keys, etc.). While implicit authentication makes identity theft by third parties more difficult, it requires the server to learn and store the user’s usage profile. Recently, the first privacy-preserving implicit authentication system was presented, in which the server does not learn the user’s profile. It uses an ad hoc two-party computation protocol to compare the user’s fresh sampled features against an encrypted stored user’s profile. The protocol requires storing the usage profile and comparing against it using two different cryptosystems, one of them order-preserving; furthermore, features must be numerical. We present here a simpler protocol based on set intersection that has the advantages of: i) requiring only one cryptosystem; ii) not leaking the relative order of fresh feature samples; iii) being able to deal with any type of features (numerical or non-numerical).
%G English
%Z TC 11
%2 https://inria.hal.science/hal-01345093/document
%2 https://inria.hal.science/hal-01345093/file/337885_1_En_2_Chapter.pdf
%L hal-01345093
%U https://inria.hal.science/hal-01345093
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC11
%~ IFIP-AICT-455
%~ IFIP-SEC