Essays about: "conditional privacy"

Showing result 1 - 5 of 6 essays containing the words conditional privacy.

  1. 1. Generative AI for Synthetic Data

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Esaias Belfrage; August Borna; [2023]
    Keywords : Technology and Engineering;

    Abstract : Synthetic data generation has emerged as a valuable technique for addressing data scarcity and privacy concerns and improving machine learning algorithms. This thesis focuses on progressing the field of synthetic data generation, which may play a crucial role in AI-heavy industries such as telecommunications. READ MORE

  3. 2. Implementing and Investigating Partial Consent for Privacy Management of Android

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Mohan Krishna Reddy Nallamilli; Satya Venkat Naidu Jagatha; [2022]
    Keywords : Partial consent; Access control; Data Privacy; Data Security; Usability Aspect;

    Abstract : Background: Data privacy and security has been a big concern in recent years. Data privacy is a concern for everybody who owns a smartphone or accesses a website. This is due to the applications that have been installed on the device or the cookies that have been acquired via websites in the form of advertising cookies. READ MORE

  4. 3. Geospatial Trip Data Generation Using Deep Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Aditya Deepak Udapudi; [2022]
    Keywords : Deep Learning; Geospatial; Generative Adversarial Network GAN ; Deep Learning; Geospatial; Generativa Motståndsnätverk GAN ;

    Abstract : Development of deep learning methods is dependent majorly on availability of large amounts of high quality data. To tackle the problem of data scarcity one of the workarounds is to generate synthetic data using deep learning methods. READ MORE

  5. 4. Publicly Auditable Privacy Revocation in Practice

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Wilmer Nilsson; Patrik Kron; [2021]
    Keywords : crypto; cryptography; PAPR; conditional privacy; pseudonymous credentials; bitcoin; secret sharing schemes; secret sharing; VANETs; money laundering; trustless; publicly auditable privacy revocation; Technology and Engineering;

    Abstract : PAPR Credentials is the name of a not yet published credential scheme that provides conditional privacy for its users. This means that an administrator can choose to revoke a user's anonymity. READ MORE

  6. 5. Privacy-preserving Synthetic Data Generation for Healthcare Planning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ruizhi Yang; [2021]
    Keywords : Synthetic data generation; differential privacy; generative network; GAN; Moments Accountant; Markov modeling.; Syntetisk datagenerering; differentiell integritet; generativt nätverk; GAN; Moments Accountant; Markov -modellering.;

    Abstract : Recently, a variety of machine learning techniques have been applied to different healthcare sectors, and the results appear to be promising. One such sector is healthcare planning, in which patient data is used to produce statistical models for predicting the load on different units of the healthcare system. READ MORE