Results 41 to 50 of about 1,813,618 (360)
LocPriS: A Security and Privacy Preserving Location Based Services Development Framework [PDF]
, 2010 With the ever increasing pervasiveness of devices with functionality to provide location based services comes the increased importance and reliance upon those services to provide user privacy and security.
Gareth Ayres +3 more
core +1 more source
Privacy-Preserving Aggregation in Federated Learning: A Survey [PDF]
IEEE Transactions on Big Data, 2022 Over the recent years, with the increasing adoption of Federated Learning (FL) algorithms and growing concerns over personal data privacy, Privacy-Preserving Federated Learning (PPFL) has attracted tremendous attention from both academia and industry ...
Ziyao Liu +5 more
semanticscholar +1 more source
A privacy preserving authorisation system for the cloud [PDF]
, 2012 In this paper we describe a policy based authorisation infrastructure that a cloud provider can run as an infrastructure service for its users. It will protect the privacy of users’ data by allowing the users to set their own privacy policies, and then ...
Fatema, Kaniz +3 more
core +1 more source
Privacy-Preserving Monotonicity of Differential Privacy Mechanisms
Applied Sciences, 2018 Differential privacy mechanisms can offer a trade-off between privacy and utility by using privacy metrics and utility metrics. The trade-off of differential privacy shows that one thing increases and another decreases in terms of privacy metrics and ...
Hai Liu +5 more
doaj +1 more source
Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning
Future Internet, 2021 Privacy protection has been an important concern with the great success of machine learning. In this paper, it proposes a multi-party privacy preserving machine learning framework, named PFMLP, based on partially homomorphic encryption and federated ...
H. Fang, Q. Qian
semanticscholar +1 more source
On Privacy-Preserving Histograms
CoRR, 2012 We advance the approach initiated by Chawla et al. for sanitizing (census) data so as to preserve the privacy of respondents while simultaneously extracting "useful" statistical information. First, we extend the scope of their techniques to a broad and rich class of distributions, specifically, mixtures of highdimensional balls, spheres, Gaussians, and
Shuchi Chawla 0001 +3 more
openaire +3 more sources
On the use of fake sources for source location privacy : trade-offs between energy and privacy [PDF]
, 2011 Wireless sensor networks have enabled novel applications such as monitoring, where security is invariably a requirement. One aspect of security, namely source location privacy, is becoming an increasingly important property of some wireless sensor ...
Jhumka, Arshad +5 more
core +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
Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT
IEEE Transactions on Industrial Informatics, 2023 Federated learning (FL) has attracted significant interest given its prominent advantages and applicability in many scenarios. However, it has been demonstrated that sharing updated gradients/weights during the training process can lead to privacy ...
Pedro Ruzafa-Alcazar +6 more
semanticscholar +1 more source
Privacy Preserving Image Registration
Medical Image Analysis, 2022 v4 Accepted at Medical Image Computing and Computer Assisted Intervention (2022) 130 ...
Riccardo Taiello +4 more
openaire +5 more sources