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KDD
2005
ACM
169views Data Mining» more  KDD 2005»
16 years 5 months ago
Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation
Significant vulnerabilities have recently been identified in collaborative filtering recommender systems. These vulnerabilities mostly emanate from the open nature of such systems ...
Bamshad Mobasher, Robin D. Burke, Chad Williams, R...
TACAS
2010
Springer
137views Algorithms» more  TACAS 2010»
15 years 12 months ago
Statistical Measurement of Information Leakage
Information theory provides a range of useful methods to analyse probability distributions and these techniques have been successfully applied to measure information flow and the ...
Konstantinos Chatzikokolakis, Tom Chothia, Apratim...
ACNS
2009
Springer
142views Cryptology» more  ACNS 2009»
15 years 11 months ago
Integrity Protection for Revision Control
Abstract. Users of online-collaboration tools and network storage services place considerable trust in their providers. This paper presents a novel approach for protecting data int...
Christian Cachin, Martin Geisler
FGCN
2008
IEEE
144views Communications» more  FGCN 2008»
15 years 11 months ago
A Novel Approach for Infrastructure Deployment for VANET
In last decade intelligent transportation systems (ITS) and vehicular ad hoc network (VANET) became one of the most active and emerging fields of research. It is expected that thi...
Une Thoing Rosi, Chowdhury Sayeed Hyder, Tai-hoon ...
ECWEB
2007
Springer
162views ECommerce» more  ECWEB 2007»
15 years 11 months ago
Impact of Relevance Measures on the Robustness and Accuracy of Collaborative Filtering
The open nature of collaborative recommender systems present a security problem. Attackers that cannot be readily distinguished from ordinary users may inject biased profiles, deg...
Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke