Search for dissertations about: "differential privacy"

Showing result 1 - 5 of 18 swedish dissertations containing the words differential privacy.

  1. 1. Differential Privacy - A Balancing Act

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

    Abstract : 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. READ MORE

  2. 2. Data Privacy for Big Automotive Data

    Author : Boel Nelson; Chalmers University of Technology; []
    Keywords : data privacy; differential privacy; big data; vehicular data; privacy;

    Abstract : 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. READ MORE

  3. 3. Secure and Privacy-Preserving Cloud-Assisted Computing

    Author : Georgia Tsaloli; Chalmers University of Technology; []
    Keywords : cloud computing; decentralization; privacy-preservation; differential privacy; verifiability; secret sharing; privacy; secure aggregation;

    Abstract : Smart devices such as smartphones, wearables, and smart appliances collect significant amounts of data and transmit them over the network forming the Internet of Things (IoT). Many applications in our daily lives (e.g., health, smart grid, traffic monitoring) involve IoT devices that often have low computational capabilities. READ MORE

  4. 4. Go the Extra Mile for Accountability : Privacy Protection Measures for Emerging Information Management Systems

    Author : Jenni Reuben; Simone Fischer-Hübner; Sabrina Kirrane; Karlstads universitet; []
    Keywords : NATURAL SCIENCES; NATURVETENSKAP; NATURVETENSKAP; NATURAL SCIENCES; accountability; Privacy By Design PdD ; privacy risks; Privacy Impact Assessment PIA ; audits; privacy compliance; access control; differential privacy; graphs; edge-labeled graphs; Semantic Web; Computer Science; Datavetenskap;

    Abstract : The thesis considers a systematic approach to design and develop techniques for preventing personal data exposure in next generation information management systems with the aim of ensuring accountability of data controllers (entities that process personal data).With a rapid growth in the communication technologies, heterogenous computing environments that offer cost-effective data processing alternatives are emerging. READ MORE

  5. 5. Dynamic Enforcement of Differential Privacy

    Author : Hamid Ebadi Tavallaei; Chalmers University of Technology; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; differential privacy;

    Abstract : With recent privacy failures in the release of personal data, differential privacy received considerable attention in the research community. This mathematical concept, despite its young age (Dwork et al. READ MORE