Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 216 for “"Privacy-preserving"”.
-
Privacy-Preserving Video Analytics
… resolve this tension between utility and privacy, as they rely on perfect detection of all private information in each video frame—an unrealistic assumption. In this dissertation, we present Privid, a privacy-preserving video analytics system that aims to provide both a meaningful …
-
Privacy-preserving social network analysis
<p>Data privacy in social networks is a growing concern that threatens to limit access to important information contained in these data structures. Analysis of the graph structure of social networks can provide valuable information for revenue generation and social science research, but …
-
Privacy-preserving network congestion control
… facing users on the Internet is maintaining privacy, especially when facing widespread surveillance. Anonymity networks have emerged as a solution to this problem by allowing users to conceal their identities online. The most successful anonymous communications network to date is currently …
-
Privacy-preserving seedbased data synthesis
… utility while simultaneously safeguarding privacy? This thesis proposes an answer to this question by re-framing the problem of sharing sensitive datasets as a data synthesis task. Specifically, we propose a framework to synthesize full data records in a privacy-preserving way so that they …
-
Privacy-preserving decentralised collaborative applications
Cloud-based applications are problematic from a privacy perspective because they typically have access to large amounts of user data and metadata. This centralisation of user data creates an attractive target for actors such as criminals, suppressive governments, and companies selling the data. At …
-
Privacy-preserving encoding for cloud computing
… cyber criminals as profitability increases; user privacy is also at risk with data being mined for monetary value – the new gold. A single leak could have devastating consequences for a person or organisation, yet users have limited control over their privacy. It is becoming clear that the current …
-
Privacy-Preserving Application of Blockchain Technologies
… questions and concerns regarding user and data privacy; An important topic that is typically overlooked due to the lack of proper standards and procedures in an under-regulated technology. Identity theft and data breaches are already impacting users on the internet since enterprises are …
-
Privacy Preserving on Delay Tolerant Networks
… or quality of service. Despite the fact privacy related issues are generally considered critical, they do not arouse the same interest as the other reported aspects. For instance, when the carried information contains sensitive data, it should be protected from malicious intent. …
-
Privacy-Preserving Natural Language Dataset Generation
… that we design guarantees for protecting the privacy of such data. Recent research has shown the ease with which attacks such as membership inference or model inversion can extract potentially sensitive training data given the model alone. To prevent curious or malevolent users from gleaning …
-
Learning Privacy-Preserving Transferable Video Representations
… datasets are accompanied with issues related to privacy, ethics, and data protec-tion, often preventing them to be publicly shared with the community for reproducible research. Existing work has attempted to alleviate these problems by blurring faces, downsampling videos, or training on synthetic …
-
Privacy Preserving Network Security Data Analytics
… statistics about a population while maintaining privacy of individuals is extensively studied in several related disciplines. Statisticians, information security experts, and computational theory researchers, to name a few, have produced extensive bodies of work regarding privacy preservation. …
-
Privacy Preserving Authentication Schemes and Applications
… preferences, likes/dislikes etc. The concept of privacy is totally lost with this gamut of technology. The ability to separate one's on-line identity from their personal identity is near impossible. The conflicting interests of the two parties - service providers' need for authentication and the …
-
Adversarial Resilient and Privacy Preserving Deep learning
… a fundamental understanding of the security and privacy vulnerabilities inherent in deep neural network training and inference. Second, it develops an adversarial resilient framework and a set of optimization techniques to safeguard the deep learning systems, services, and applications against …
-
Design and analysis of privacy-preserving protocols
… overall utility, by designing and analysing privacy preserving protocols.
-
Privacy-Preserving Vehicle Miles Traveled (PPVMT) tax
… odometer. Collection of fine-grained GPS data is privacy invasive and has been a strong reason against adoption of VMT tax. Coarsening the location dependent data does not help either. Ensuring secure computation of the data, and validation of GPS signals also of prime concern as the user might …
-
A privacy-preserving personal sensor data ecosystem
… visualizing it in a manner that preserves the privacy of the user generating the data. This thesis shows the design and implementation of such a system, named openPDS, from both the client and server perspectives. Two server-side components are implemented: a centralized registry server for …
-
Analysis of privacy preserving distributed data mining protocols
… thesis studies the features and performance of privacy-preserving distributed data mining protocols published as journal articles and conference proceedings from 1999 to 2009. It examines the topics and settings of various privacy-preserving distributed data mining protocols. This thesis aims to …
-
Secure and privacy-preserving fog-assisted vehicular crowdsensing
… it may encounter various security threats and privacy concerns that could jeopardize public safety and become the main barrier to the acceptance of such a new technology. This thesis presents the proposal of a secure and privacy-preserving framework for FVCS. Its objective is to allow vehicles …
-
Privacy-preserving techniques for computer and network forensics
… and law enforcement personnel have many privacy concerns when it comes to network forensics. Clients would like to use network services in a freedom-friendly environment that protects their privacy and personal data. Administrators would like to monitor their network, and audit its …
Page 1 of 11