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» Secure Distributed Data Aggregation
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SPRINGSIM
2007
13 years 11 months ago
Bringing knowledge to network defense
Security managers must scan through multiple continuous data streams issuing from diverse sources in an effort to defend computer networks from attack. However, manual aggregation...
Leigh Flagg, Gordon Streeter, Andrew Potter
FAST
2003
13 years 11 months ago
Data Staging on Untrusted Surrogates
We show how untrusted computers can be used to facilitate secure mobile data access. We discuss a novel architecture, data staging, that improves the performance of distributed ï¬...
Jason Flinn, Shafeeq Sinnamohideen, Niraj Tolia, M...
TOCS
2002
70views more  TOCS 2002»
13 years 9 months ago
Secure program partitioning
This paper presents secure program partitioning, a language-based technique for protecting confidential data during computation in distributed systems containing mutually untruste...
Steve Zdancewic, Lantian Zheng, Nathaniel Nystrom,...
KDD
2010
ACM
203views Data Mining» more  KDD 2010»
14 years 2 months ago
Collusion-resistant privacy-preserving data mining
Recent research in privacy-preserving data mining (PPDM) has become increasingly popular due to the wide application of data mining and the increased concern regarding the protect...
Bin Yang, Hiroshi Nakagawa, Issei Sato, Jun Sakuma
NCA
2011
IEEE
13 years 5 months ago
Privacy preserving Back-propagation neural network learning over arbitrarily partitioned data
—Neural Networks have been an active research area for decades. However, privacy bothers many when the training dataset for the neural networks is distributed between two parties...
Ankur Bansal, Tingting Chen, Sheng Zhong