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As privacy issues have gained social salience, entrepreneurs have begun to offer privacy enhancing technologies (PETs) and the U.S. has begun to enact privacy legislation. But "privacy" is an ambiguous notion. In the liberal tradition, it…

Computers and Society · Computer Science 2007-05-23 David J. Phillips

Privacy-enhancing technologies (PETs) are becoming increasingly crucial for addressing customer needs, security, privacy (e.g., enhancing anonymity and confidentiality), and regulatory requirements. However, applying PETs in organizations…

Cryptography and Security · Computer Science 2022-09-13 Gonzalo Munilla Garrido , Kaja Schmidt , Christopher Harth-Kitzerow , Johannes Klepsch , Andre Luckow , Florian Matthes

Privacy is an instance of a social norm formed through legal, technical, and cultural dimensions. Institutions such as regulators, industry, and researchers act as societal agents that both influence and respond to evolving norms. Attempts…

Cryptography and Security · Computer Science 2025-06-05 Masoumeh Shafieinejad , Xi He , Bailey Kacsmar

The absence of data protection measures in software applications leads to data breaches, threatening end-user privacy and causing instabilities in organisations that developed those software. Privacy Enhancing Technologies (PETs) emerge as…

Cryptography and Security · Computer Science 2024-10-02 Maisha Boteju , Thilina Ranbaduge , Dinusha Vatsalan , Nalin Arachchilage

To create privacy-friendly software designs, architects need comprehensive knowledge of existing privacy-enhancing technologies (PETs) and their properties. Existing works that systemize PETs, however, are outdated or focus on comparison…

Cryptography and Security · Computer Science 2022-06-16 Immanuel Kunz , Andreas Binder

The extensive collection and processing of personal information in big data analytics has given rise to serious privacy concerns, related to wide scale electronic surveillance, profiling, and disclosure of private data. To reap the benefits…

Cryptography and Security · Computer Science 2015-12-21 Giuseppe D'Acquisto , Josep Domingo-Ferrer , Panayiotis Kikiras , Vicenç Torra , Yves-Alexandre de Montjoye , Athena Bourka

Ubiquitous deployment of low-cost smart devices and widespread use of high-speed wireless networks have led to the rapid development of the Internet of Things (IoT). IoT embraces countless physical objects that have not been involved in the…

Cryptography and Security · Computer Science 2018-08-28 Chao Li , Balaji Palanisamy

As people across the world become increasingly aware of how their privacy is compromised in this digital era, the field of Privacy Enhancing Technologies, or PETs, has boomed. The first workshop on Privacy Enhancing Technology was in 2000,…

Cryptography and Security · Computer Science 2020-01-03 Sarah Cline , Jacob Aronoff

With smartphone technologies enhanced way of interacting with the world around us, it has also been paving the way for easier access to our private and personal information. This has been amplified by the existence of numerous embedded…

Cryptography and Security · Computer Science 2020-07-10 Tanusree Sharma , Masooda Bashir

The increasing prevalence of large-scale data collection in modern society represents a potential threat to individual privacy. Addressing this threat, for example through privacy-enhancing technologies (PETs), requires a rigorous…

Cryptography and Security · Computer Science 2022-06-01 Alexander Ziller , Tamara Mueller , Rickmer Braren , Daniel Rueckert , Georgios Kaissis

In the absence of data protection measures, software applications lead to privacy breaches, posing threats to end-users and software organisations. Privacy Enhancing Technologies (PETs) are technical measures that protect personal data,…

Software Engineering · Computer Science 2024-01-03 Maisha Boteju , Thilina Ranbaduge , Dinusha Vatsalan , Nalin Asanka Gamagedara Arachchilage

In an age of financial system digitisation and the increasing adoption of digital currencies, Central Bank Digital Currencies (CBDCs) have emerged as a focal point for technological innovation. Privacy compliance has become a key factor in…

Cryptography and Security · Computer Science 2026-03-02 Jeff Nijsse , Andrea Pinto

Privacy-enhancing technologies (PETs) represent a critical operational challenge for the online advertising industry, requiring substantial infrastructure investment while promising improved consumer privacy protection. Even when PETs may…

General Economics · Economics 2025-12-22 Kinshuk Jerath , Klaus M. Miller , D. Daniel Sokol

Privacy enhancing technologies, or PETs, have been hailed as a promising means to protect privacy without compromising on the functionality of digital services. At the same time, and partly because they may encode a narrow conceptualization…

Cryptography and Security · Computer Science 2023-12-06 Ero Balsa , Yan Shvartzshnaider

Artificial intelligence (AI) models introduce privacy vulnerabilities to systems. These vulnerabilities may impact model owners or system users; they exist during model development, deployment, and inference phases, and threats can be…

Cryptography and Security · Computer Science 2024-04-05 Liv d'Aliberti , Evan Gronberg , Joseph Kovba

Governments around the world are trying to build large data registries for effective delivery of a variety of public services. However, these efforts are often undermined due to serious concerns over privacy risks associated with collection…

Cryptography and Security · Computer Science 2020-06-09 Prashant Agrawal , Anubhutie Singh , Malavika Raghavan , Subodh Sharma , Subhashis Banerjee

In this paper we define the notion of a privacy design strategy. These strategies help IT architects to support privacy by design early in the software development life cycle, during concept development and analysis. Using current data…

Computers and Society · Computer Science 2013-05-07 Jaap-Henk Hoepman

Privacy preservation in Internet of Things (IoT) systems requires the use of privacy-enhancing technologies (PETs) built from innovative technologies such as cryptography and artificial intelligence (AI) to create techniques called privacy…

Cryptography and Security · Computer Science 2026-02-10 Emmanuel Alalade , Ashraf Matrawy

As artificial intelligence (AI) continues to permeate various sectors, safeguarding personal and sensitive data has become increasingly crucial. To address these concerns, privacy-enhancing technologies (PETs) have emerged as a suite of…

Cryptography and Security · Computer Science 2025-06-18 Nouha Oualha

Internet of Things (IoT) applications have the potential to derive sensitive information about individuals. Therefore, developers must exercise due diligence to make sure that data are managed according to the privacy regulations and data…

Cryptography and Security · Computer Science 2022-10-10 Atheer Aljeraisy , Masoud Barati , Omer Rana , Charith Perera
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