Search for dissertations about: "differential privacy"

Showing result 11 - 15 of 24 swedish dissertations containing the words differential privacy.

  2. 11. Cryptographic Tools for Privacy Preservation

    Author : Carlo Brunetta; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Outsourced Computation; Verifiability; Cryptography; Privacy; Cloud Computing;

    Abstract : Data permeates every aspect of our daily life and it is the backbone of our digitalized society. Smartphones, smartwatches and many more smart devices measure, collect, modify and share data in what is known as the Internet of Things. READ MORE

  4. 12. Language-Based Differential Privacy with Accuracy Estimations and Sensitivity Analyses

    Author : Elisabet Lobo Vesga; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; haskell; accuracy; parametricity; Program reasoning; Functional Programming; concentration bounds; differential privacy;

    Abstract : This thesis focuses on the development of programming frameworks to enforce, by construction, desirable properties of software systems. Particularly, we are interested in enforcing differential privacy -- a mathematical notion of data privacy -- while statically reasoning about the accuracy of computations, along with deriving the sensitivity of arbitrary functions to further strengthen the expressiveness of these systems. READ MORE

  5. 13. Controlling Dependencies for Security and Privacy

    Author : Arnar Birgisson; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; dependency analysis; information security; information flow; privacy; information integrity; information confidentiality;

    Abstract : This thesis explores several ways to diversify the field of Information Flow Control. At the heart of the field lie on one hand policies for describing limitations on information dependencies induced by a program, and on the other hand mechanisms to enforce such policies. READ MORE

  6. 14. Privacy in the Age of Artificial Intelligence

    Author : Aristide Tossou; Chalmers tekniska högskola; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; sequential decision problem; multi-armed bandit; differential privacy;

    Abstract : An increasing number of people are using the Internet in their daily life. Indeed, more than 40% of the world population have access to the Internet, while Facebook (one of the top social network on the web) is actively used by more than 1.3 billion users each day (Statista 2017). READ MORE

  7. 15. Privacy preserving behaviour learning for the IoT ecosystem

    Author : Sana Imtiaz; Vladimir Vlassov; Ramin Sadre; Sarunas Girdzijauskas; Omer Rana; KTH; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Internet of things; big data; privacy; smart health care; machine learning; synthetic data generation; generative adversarial networks; time-series data; distributed machine learning; Informations- och kommunikationsteknik; Information and Communication Technology;

    Abstract : IoT has enabled the creation of a multitude of personal applications and services for a better understanding and improvement of urban environments and our personal lives. These services are driven by the continuous collection and analysis of sensitive and private user data to provide personalised experiences. READ MORE