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NIPS
2008
13 years 10 months ago
Privacy-preserving logistic regression
This paper addresses the important tradeoff between privacy and learnability, when designing algorithms for learning from private databases. We focus on privacy-preserving logisti...
Kamalika Chaudhuri, Claire Monteleoni
CRYPTO
2010
Springer
201views Cryptology» more  CRYPTO 2010»
13 years 10 months ago
Protecting Cryptographic Keys against Continual Leakage
Side-channel attacks have often proven to have a devastating effect on the security of cryptographic schemes. In this paper, we address the problem of storing cryptographic keys a...
Ali Juma, Yevgeniy Vahlis
TDSC
2010
172views more  TDSC 2010»
13 years 3 months ago
Proactive Detection of Computer Worms Using Model Checking
Although recent estimates are speaking of 200,000 different viruses, worms, and Trojan horses, the majority of them are variants of previously existing malware. As these variants m...
Johannes Kinder, Stefan Katzenbeisser, Christian S...
CRYPTO
2006
Springer
149views Cryptology» more  CRYPTO 2006»
14 years 20 days ago
On Combining Privacy with Guaranteed Output Delivery in Secure Multiparty Computation
In the setting of multiparty computation, a set of parties wish to jointly compute a function of their inputs, while preserving security in the case that some subset of them are co...
Yuval Ishai, Eyal Kushilevitz, Yehuda Lindell, Ere...
ALT
1995
Springer
14 years 16 days ago
Learning Unions of Tree Patterns Using Queries
This paper characterizes the polynomial time learnability of TPk, the class of collections of at most k rst-order terms. A collection in TPk de nes the union of the languages de n...
Hiroki Arimura, Hiroki Ishizaka, Takeshi Shinohara