[HTML][HTML] Traffic flow privacy protection with performance guarantee for classification in large networks (minor revision of INS_D_21_805R3)
H Tian - Information Sciences, 2023 - Elsevier
Privacy-preserving traffic flow classification has attracted a significant amount of research
interest because of its increasing importance to both network management and privacy …
interest because of its increasing importance to both network management and privacy …
Differential privacy: Review of improving utility through cryptography‐based technologies
Due to successful applications of data analysis technologies in many fields, various
institutions have accumulated a large amount of data to improve their services. As the speed …
institutions have accumulated a large amount of data to improve their services. As the speed …
Differential Privacy: An Umbrella Review
M Kilpala, T Kärkkäinen, T Hämäläinen - Artificial Intelligence and …, 2022 - Springer
Privacy-preserving analysis of data refers to possibilities of using personal information from
individuals in a completely anonymous fashion. In a statistical sense, this means that …
individuals in a completely anonymous fashion. In a statistical sense, this means that …
Differentially private outlier detection in a collaborative environment
Outlier detection is one of the most important data analytics tasks and is used in numerous
applications and domains. The goal of outlier detection is to find abnormal entities that are …
applications and domains. The goal of outlier detection is to find abnormal entities that are …
Collaborative differentially private outlier detection for categorical data
Collaborative analytics is crucial to extract value from data collected by different
organizations and stored in separate silos. However, privacy and legal concerns often inhibit …
organizations and stored in separate silos. However, privacy and legal concerns often inhibit …
Improving utility of differentially private mechanisms through cryptography-based technologies: a survey
Due to successful applications of data analysis technologies in many fields, various
institutions have accumulated a large amount of data to improve their services. As the speed …
institutions have accumulated a large amount of data to improve their services. As the speed …
Privacy preservation for network traffic classification
Y Lu, H Tian, J Yu - 2019 20th International Conference on …, 2019 - ieeexplore.ieee.org
With the rapid development of Internet technology and massive demands of data sharing,
data privacy issues have attracted more and more attention in recent years. The paper …
data privacy issues have attracted more and more attention in recent years. The paper …
A theory of types for security and privacy
FS Eigner - 2015 - publikationen.sulb.uni-saarland.de
Cryptographic protocols are ubiquitous in the modern web. However, they are notoriously
difficult to design and their manual security analysis is both tedious and error-prone. Due to …
difficult to design and their manual security analysis is both tedious and error-prone. Due to …