Results 31 to 40 of about 814,610 (249)
A Balance Privacy-Preserving Data Aggregation Model in Wireless Sensor Networks
International Journal of Distributed Sensor Networks, 2015 Wireless sensor networks are always deployed in remote and hostile environments to gather sensitive information, in which sensor nodes are apt to encounter some serious leakage of sensitive data.
Changlun Zhang, Chao Li, Yi Zhao
doaj +1 more source
Privacy Preserving Large-Scale Rating Data Publishing
EAI Endorsed Transactions on Scalable Information Systems, 2013 Large scale rating data usually contains both ratings of sensitive and non-sensitive issues, and the ratings of sensitive issues belong to personal privacy.
Xiaoxun Sun, Lili Sun
doaj +1 more source
Deconvoluting kernel density estimation and regression for locally differentially private data
Scientific Reports, 2020 Local differential privacy has become the gold-standard of privacy literature for gathering or releasing sensitive individual data points in a privacy-preserving manner.
Farhad Farokhi
doaj +1 more source
I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies
, 2022 Genome-wide Association Studies (GWASes) identify genomic variations that are statistically associated with a trait, such as a disease, in a group of individuals.
Decouchant, Jérémie (author) +3 more
core +1 more source
Molecular Oncology, EarlyView.Matched spatial transcriptomics and single‐nuclei RNA‐seq were generated for anaplastic and BRAFV600E papillary thyroid cancers revealing generic and tumor‐specific states occurring in cancer cells and in the tumor microenvironment. In this context, cancer dedifferentiation mirrored organoid maturation through ordered thyroid marker gain/loss ...
Adrien Tourneur +11 more
wiley +1 more source
Privacy-Preserving Random Kernel Classification of Checkerboard Partitioned Data [PDF]
, 2008 We propose a privacy-preserving support vector machine (SVM) classifier for a data matrix A whose input feature columns as well as individual data point rows are divided into groups belonging to different entities.
Mangasarian, Olvi, Wild, Edward
core
K-means clustering with local dᵪ-privacy for privacy-preserving data analysis
, 2022 Privacy-preserving data analysis is an emerging area that addresses the dilemma of performing data analysis on user data while protecting users' privacy.
Tjuawinata, Ivan +2 more
core +1 more source
Molecular Oncology, EarlyView.This study integrates publicly available transcriptomic datasets to identify molecular signatures associated with response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer. By analyzing a combination of multiple cohorts with bioinformatics approaches, we reveal biological pathways and immune‐related features that may improve ...
Aleksandra Stanojevic +10 more
wiley +1 more source
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels [PDF]
, 2007 We propose a novel privacy-preserving nonlinear support vector machine (SVM) classifier for a data matrix A whose columns represent input space features and whose individual rows are divided into groups of rows.
Mangasarian, Olvi, Wild, E
core
FEBS Open Bio, EarlyView.Research is strongest when conducted alongside patients, not just about them. Patient research organizations help integrate patient perspectives into research priorities, study design, and scientific meetings, leading to meaningful patient outcomes and development of relevant therapies.
Jenica H. Kakadia +9 more
wiley +1 more source