An additive and multiplicative privacy homomorphism is an encryption function mapping addition and multiplication of cleartext data into two operations on encrypted data. One such privacy homomorphism is introduced which has the novel property of seeming secure against a known-cleartext attack. An application to multilevel statistical computation is presented, namely classiied retrieval of exac...

objective(s) as an important class of natural products, coumarins exhibit many biological activities and the diversity of their bioactivity is so huge that the pharmacological promiscuity has been applied on their case. oxypeucedanine also named as prangolarin is a linear furanocoumarin with an oxygenated prenylated substitution at c-5 of the nucleus. to our knowledge, there are few reports on ...

Empirical observations suggest that in practice, community membership does not completely explain the dependency between edges of an observation graph. The residual dependence graph are modeled this paper, to first order, by auxiliary node latent variables affect statistics but carry no information...