DocumentCode
1807456
Title
Modelling of Pseudonymity under Probabilistic Linkability Attacks
Author
Neubauer, Martin
Author_Institution
Inst. of Commun. Networks & Comput. Eng. (IKR), Univ. Stuttgart, Stuttgart, Germany
Volume
3
fYear
2009
fDate
29-31 Aug. 2009
Firstpage
160
Lastpage
167
Abstract
This paper contributes to the field of measuring (un)linkability in communication systems; a subproblem of privacy protection. We propose an attacker state model for attacks on unlinkability of partial identities named linkability graph. It covers probabilistic linkability attacks based on heterogeneous and time-variant characteristics. From our model, we derive linkability measures and argue prospects for safeguard design. Our model reduces space and time complexity compared to other contributions in literature. This enables simulative privacy analysis of complex context-aware systems that employ multiple partial identities per user.
Keywords
data privacy; graph theory; probability; ubiquitous computing; attacker state model; communication systems; context-aware systems; linkability graph; partial identities; privacy protection; probabilistic linkability attacks; pseudonymity; Analytical models; Communication networks; Computer networks; Context modeling; Data privacy; Data processing; Government; Protection; Surveillance; Transportation; partial identity; privacy; pseudonymity; unlinkability;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Science and Engineering, 2009. CSE '09. International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
978-1-4244-5334-4
Electronic_ISBN
978-0-7695-3823-5
Type
conf
DOI
10.1109/CSE.2009.376
Filename
5283415
Link To Document