Results 31 to 40 of about 11,103,942 (339)
Ensuring Privacy with Constrained Additive Noise by Minimizing Fisher Information [PDF]
, 2018 The problem of preserving the privacy of individual entries of a database when responding to linear or nonlinear queries with constrained additive noise is considered.
Farokhi, Farhad, Sandberg, Henrik
core +2 more sources
From the Information Bottleneck to the Privacy Funnel
, 2014 We focus on the privacy-utility trade-off encountered by users who wish to disclose some information to an analyst, that is correlated with their private data, in the hope of receiving some utility.
Fawaz, Nadia +3 more
core +1 more source
From omics to AI—mapping the pathogenic pathways in type 2 diabetes
FEBS Letters, EarlyView.Integrating multi‐omics data with AI‐based modelling (unsupervised and supervised machine learning) identify optimal patient clusters, informing AI‐driven accurate risk stratification. Digital twins simulate individual trajectories in real time, guiding precision medicine by matching patients to targeted therapies.
Siobhán O'Sullivan +2 more
wiley +1 more source
, 2017 Many attempts to define privacy have been made over the last century. Early definitions and theories of privacy had little to do with the concept of information and, when they did, only in an informal sense. With the advent of information technology, the
Gryz, Jarek
core
On-line privacy behavior: using user interfaces for salient factors [PDF]
, 2014 The problem of privacy in social networks is well documented within literature; users have privacy concerns however, they consistently disclose their sensitive information and leave it open to unintended third parties.
Hughes-Roberts, T, Kani-Zabihi, E
core +2 more sources
Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime [PDF]
IEEE Transactions on Information Forensics and Security, 2017 Hypothesis testing is a statistical inference framework for determining the true distribution among a set of possible distributions for a given data set. Privacy restrictions may require the curator of the data or the respondents themselves to share data
Jiachun Liao +3 more
semanticscholar +1 more source
Molecular Oncology, EarlyView.Alectinib resistance in ALK+ NSCLC depends on treatment sequence and EML4‐ALK variants. Variant 1 exhibited off‐target resistance after first‐line treatment, while variant 3 and later lines favored on‐target mutations. Early resistance involved off‐target alterations, like MET and NF2, while on‐target mutations emerged with prolonged therapy.
Jie Hu +11 more
wiley +1 more source
On the relation between Differential Privacy and Quantitative Information Flow [PDF]
, 2011 Differential privacy is a notion that has emerged in the community of statistical databases, as a response to the problem of protecting the privacy of the database's participants when performing statistical queries.
A. Ghosh +13 more
core +7 more sources
Molecular Oncology, EarlyView.This nationwide study evaluated KRAS and NRAS mutations in 10 754 Turkish patients with metastatic colorectal cancer. The results revealed a mutation frequency of 51.1%, with 46.6% having KRAS mutations, 4.5% having NRAS mutations, and 48.5% being wild‐type for both.
Gozde Kavgaci +6 more
wiley +1 more source
An information privacy culture instrument to measure consumer privacy expectations and confidence
Information and Computer Security, 2018 Purpose This paper aims to propose an information privacy culture index framework (IPCIF) with a validated information privacy culture index instrument (IPCII) to measure information privacy culture across nations.
A. D. Veiga
semanticscholar +1 more source