April 2016
Intermediate to advanced
604 pages
25h 38m
English
book
Analyzing and Securing Social Networks
by Bhavani Thuraisingham, Satyen Abrol, Raymond Heatherly, Murat Kantarcioglu, Vaibhav Khadilkar, Latifur Khan
Content preview from Analyzing and Securing Social Networks
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464 Analyzing and Securing Social Networks
34.3.3 l-Diversity
l-Diversity (Machanavajjhala et al., 2006) ensures that there are at least l well-represented val-
ues of the attributes for every set of quasi-identier attributes. The weakness is that one can
still estimate the probability of a particular sensitive value. m-Invariance (Xiao and Tao, 2007)
ensures that each set of quasi-identier attributes has at least m tuples, each with a unique set
of sensitive values. There is at most 1/m condence in determining the sensitive values. Others
enhanced the techniques of k-anonymity and l-diversity with personalization, such as personal-
ized anon ...
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