Sökning: "Data privacy"

Visar resultat 1 - 5 av 203 avhandlingar innehållade orden Data privacy.

  1. 1. Towards Privacy Preserving Micro-data Analysis : A machine learning based perspective under prevailing privacy regulations

    Författare :Navoda Senavirathne; Vicenç Torra; Maria Riveiro; Sonja Buchegger; Högskolan i Skövde; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES; Data anonymization; data privacy; privacy-preserving machine learning; privacy preserving data publishing; personal data protection; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

    Sammanfattning : Machine learning (ML) has been employed in a wide variety of domains where micro-data (i.e., personal data) are used in the training process. LÄS MER

  2. 2. Data Privacy for Big Automotive Data

    Författare :Boel Nelson; Chalmers University of Technology; []
    Nyckelord :data privacy; differential privacy; big data; vehicular data; privacy;

    Sammanfattning : In an age where data is becoming increasingly more valuable as itallows for data analysis and machine learning, big data has become ahot topic. With big data processing, analyses can be carried out onhuge amounts of user data. LÄS MER

  3. 3. Measuring Apps' Privacy-Friendliness : Introducing transparency to apps' data access behavior

    Författare :Nurul Momen; Lothar Fritsch; Tobias Pulls; Einar Snekkenes; Karlstads universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES; Mobile Apps; User data; Transparency; Privacy; Data protection; Computer Science; Datavetenskap;

    Sammanfattning : Mobile apps brought unprecedented convenience to everyday life, and nowadays, hardly any interactive service exists without having an interface through an app. The rich functionalities of apps rely on the pervasive capabilities of the mobile device, such as its cameras and other types of sensors. LÄS MER

  4. 4. Privacy-guardian : the vital need in machine learning with big data

    Författare :Xuan-Son Vu; Jiang Lili; Erik Elmroth; Stan Matwin; Umeå universitet; []
    Nyckelord :NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES;

    Sammanfattning : Social Network Sites (SNS) such as Facebook and Twitter, play a great role in our lives. On one hand, they help to connect people who would not otherwise be connected. Many recent breakthroughs in AI such as facial recognition [Kow+18], were achieved thanks to the amount of available data on the Internet via SNS (hereafter Big Data). LÄS MER

  5. 5. Differential Privacy - A Balancing Act

    Författare :Boel Nelson; Chalmers University of Technology; []
    Nyckelord :privacy; big data; data privacy; vehicular data; accuracy; accuracy privacy trade-off; utility; differential privacy;

    Sammanfattning : Data privacy is an ever important aspect of data analyses. Historically, a plethora of privacy techniques have been introduced to protect data, but few have stood the test of time. LÄS MER