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Differential privacy (DP) provides formal guarantees that the output of a database query does not reveal too much information about any individual present in the database. While many differentially private algorithms have been proposed in…

Cryptography and Security · Computer Science 2019-11-27 Royce J Wilson , Celia Yuxin Zhang , William Lam , Damien Desfontaines , Daniel Simmons-Marengo , Bryant Gipson

Sensitive data leakage is the major growing problem being faced by enterprises in this technical era. Data leakage causes severe threats for organization of data safety which badly affects the reputation of organizations. Data leakage is…

Cryptography and Security · Computer Science 2023-12-22 Kishu Gupta , Ashwani Kush

With the increased use of Internet, governments and large companies store and share massive amounts of personal data in such a way that leaves no space for transparency. When a user needs to achieve a simple task like applying for college…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-08-31 Sinica Alboaie , Doina Cosovan

The Solid specification aims to empower data subjects by giving them direct access control over their data across multiple applications. As governments are manifesting their interest in this framework for citizen empowerment and…

Cryptography and Security · Computer Science 2022-10-18 Christian Esposito , Olaf Hartig , Ross Horne , Chang Sun

A number of data acquisition systems depend on human interface to access computer for measuring, processing and analyzing data and to prepare it for presentation and storage. Data acquisition software is installed on the computer and all…

Human-Computer Interaction · Computer Science 2010-11-01 Shahrukh Khalid , Adnan Ali Khan

Data-driven applications and services have been increasingly deployed in all aspects of life including healthcare and medical services in which a huge amount of personal data is collected, aggregated, and processed in a centralised server…

Cryptography and Security · Computer Science 2024-04-23 Naila Azam , Anna Lito Michala , Shuja Ansari , Nguyen Truong

Empirical auditing has emerged as a means of catching some of the flaws in the implementation of privacy-preserving algorithms. Existing auditing mechanisms, however, are either computationally inefficient requiring multiple runs of the…

Machine Learning · Computer Science 2024-10-30 Saeed Mahloujifar , Luca Melis , Kamalika Chaudhuri

Trigger-action platforms (TAPs) allow users to connect independent web-based or IoT services to achieve useful automation. They provide a simple interface that helps end-users create trigger-compute-action rules that pass data between…

Cryptography and Security · Computer Science 2021-05-26 Yunang Chen , Amrita Roy Chowdhury , Ruizhe Wang , Andrei Sabelfeld , Rahul Chatterjee , Earlence Fernandes

Advances in service personalization are driven by low-cost data collection and processing, in addition to the wide variety of third-party frameworks for authentication, storage, and marketing. New privacy regulations, such as the General…

Software Engineering · Computer Science 2022-06-15 Marco Robol , Travis D. Breaux , Elda Paja , Paolo Giorgini

As large-scale AI systems proliferate, ensuring compliance with data privacy laws such as the General Data Protection Regulation (GDPR) has become critical. This paper introduces Brain Surgery, a transformative methodology for making every…

Artificial Intelligence · Computer Science 2024-09-24 Michele Laurelli

The EU General Data Protection Regulation (GDPR), enforced from 25th May 2018, aims to reform how organisations view and control the personal data of private EU citizens. The scope of GDPR is somewhat unprecedented: it regulates every…

Computers and Society · Computer Science 2018-08-23 Sean Sirur , Jason R. C. Nurse , Helena Webb

There is often a fundamental mismatch between programmable privacy frameworks, on the one hand, and the ever shifting privacy expectations of computer system users, on the other hand. Based on the theory of contextual integrity (CI), our…

The increasing availability of personal data has enabled significant advances in fields such as machine learning, healthcare, and cybersecurity. However, this data abundance also raises serious privacy concerns, especially in light of…

Cryptography and Security · Computer Science 2026-04-24 Napsu Karmitsa , Antti Airola , Tapio Pahikkala , Tinja Pitkämäki

In modern information systems different information features, about the same individual, are often collected and managed by autonomous data collection services that may have different privacy policies. Answering many end-users' legitimate…

Databases · Computer Science 2020-01-08 Mahmoud Barhamgi , Charith Perera , Chia-Mu Yu , Djamal Benslimane , David Camacho , Christine Bonnet

Transparency is one of the most important principles of modern privacy regulations, such as the GDPR or CCPA. To be compliant with such regulatory frameworks, data controllers must provide data subjects with precise information about the…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-06-06 Elias Grünewald , Jannis Kiesel , Siar-Remzi Akbayin , Frank Pallas

Web forms are one of the primary ways to collect personal information online, yet they are relatively under-studied. Unlike web tracking, data collection through web forms is explicit and contextualized. Users (i) are asked to input…

Cryptography and Security · Computer Science 2024-08-30 Hao Cui , Rahmadi Trimananda , Athina Markopoulou

Websites are capable of learning a wide range of information about the platform on which a browser is executing. One major source of such information is the set of standardised Application Programming Interfaces (APIs) provided within the…

Cryptography and Security · Computer Science 2019-10-17 Zhaoyi Fan

Search engines have vast technical capabilities to retain Internet search logs for each user and thus present major privacy vulnerabilities to both individuals and organizations in revealing user intent. Additionally, many of the web search…

Cryptography and Security · Computer Science 2025-06-11 Kato Mivule , Kenneth Hopkinson

With the arrival of the European Union's General Data Protection Regulation (GDPR), several companies are making significant changes to their systems to achieve compliance. The changes range from modifying privacy policies to redesigning…

Computers and Society · Computer Science 2019-07-01 Jayashree Mohan , Melissa Wasserman , Vijay Chidambaram

The web is the prominent way information is exchanged in the 21st century. However, ensuring web-based information is accessible is complicated, particularly with web applications that rely on JavaScript and other technologies to deliver…

Information Retrieval · Computer Science 2019-08-09 Trevor Bostic , Jeff Stanley , John Higgins , Rachael L. Bradley-Montgomery , Justin F. Brunelle , Daniel Chudnov
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