Results 111 to 120 of about 64,907 (298)
Differential Privacy: A Primer for a Non-Technical Audience
, 2019 Differential privacy is a formal mathematical framework for quantifying and managing privacy risks. It provides provable privacy protection against a wide range of potential attacks, including those currently unforeseen. Differential privacy is primarily
Honaker, James +9 more
core
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Cognitive impairment is a common non‐motor symptom in Multiple Sclerosis (MS), negatively affecting autonomy and Quality of Life (QoL). Innovative rehabilitation strategies, such as semi‐immersive virtual reality (VR) and computerized cognitive training (CCT), may offer advantages over traditional cognitive rehabilitation (TCR ...
Maria Grazia Maggio +8 more
wiley +1 more source
Between Pure and Approximate Differential Privacy
, 2017 We show a new lower bound on the sample complexity of (ε,δ)-differentially private algorithms that accurately answer statistical queries on high-dimensional databases. The novelty of our bound is that it depends optimally on the parameter δ, which
Thomas Steinke, Jonathan Ullman
core +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective This study aimed to investigate the immunological response to influenza vaccination, the incidence and severity of influenza infection, and the side effects of the vaccination in patients with ischemic stroke. Methods This prospective observational study was conducted between 2023 and 2024 at Ramathibodi Hospital.
Achiraya Pakngao +5 more
wiley +1 more source
Noiseless Privacy-Preserving Decentralized Learning
Decentralized learning (DL) enables collaborative learning without a server and without training data leaving the users' devices. However, the models shared in DL can still be used to infer training data.
Biswas, Sayan +6 more
core +1 more source
Special Issue on the Theory and Practice of Differential Privacy
, 2017 This special issue presents papers based on contributions to the first international workshop on the “Theory and Practice of Differential Privacy” (TPDP) held in London, UK, 18 April 2015, as part of the European joint conference on Theory And Practice ...
Marco Gaboardi, Chris J. Skinner
core +1 more source
Differential-Privacy Preserving Trajectory Data Publishing for Road Networks
, 2023 In the sharing of user trajectory data of road networks, privacy leakage emerges to be a major concern because attackers may make aggressive reasoning and analysis based on the published trajectory data with certain background knowledge to obtain the ...
Tian, H, Sang, Y, Shen, H, Li, S
core +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Isolated rapid eye movement sleep behavior disorder (iRBD) is a prodromal state for Lewy body disorders and exhibits biological heterogeneity that may influence clinical expression and progression. We examined clinical features in individuals with iRBD and biomarker‐defined synucleinopathy.
Daniel Weintraub +24 more
wiley +1 more source
Privacy-Preserving Deep Reinforcement Learning based on Differential Privacy
Deep reinforcement learning, with its extensive applications and remarkable performance, is emerging as a pivotal technology garnering researchers' attention.
Tian, H, Zhao, W, Sang, Y, Xiong, N
core +1 more source
Privacy-Enhanced and Multifunctional Health Data Aggregation under Differential Privacy Guarantees
, 2016 With the rapid growth of the health data scale, the limited storage and computation resources of wireless body area sensor networks (WBANs) is becoming a barrier to their development. Therefore, outsourcing the encrypted health data to the cloud has been
Hao Ren (331165) +5 more
core +1 more source