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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

While Privacy by Design (PbD) is prescribed by modern privacy regulations such as the EU's GDPR, achieving PbD in real software systems is a notoriously difficult task. One emerging technique to realize PbD is Runtime enforcement (RE), in…

Cryptography and Security · Computer Science 2024-02-28 François Hublet , Alexander Kvamme , Srđan Krstić

Since the introduction of the European General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), software developers increasingly have to make privacy-related decisions during system design and…

Software Engineering · Computer Science 2025-12-09 Stefan Albert Horstmann , Sandy Hong , Maziar Niazian , Cristiana Santos , Alena Naiakshina

Privacy Policies are the legal documents that describe the practices that an organization or company has adopted in the handling of the personal data of its users. But as policies are a legal document, they are often written in extensive…

Cryptography and Security · Computer Science 2021-02-25 Ayesha Qamar , Tehreem Javed , Mirza Omer Beg

Processing personal data is regulated in Europe by the General Data Protection Regulation (GDPR) through data processing agreements (DPAs). Checking the compliance of DPAs contributes to the compliance verification of software systems as…

Software Engineering · Computer Science 2023-06-21 Orlando Amaral , Muhammad Ilyas Azeem , Sallam Abualhaija , Lionel C Briand

Today's massive scale of data collection coupled with recent surges of consumer data leaks has led to increased attention towards data privacy and related risks. Conventional data privacy protection systems focus on reducing custodial risk…

Cryptography and Security · Computer Science 2021-01-11 Usmann Khan , Lun Wang , Jithendaraa Subramanian , Joseph P. Near , Dawn Song

Dataflow diagrams (DFDs) are a valuable asset for securing applications, as they are the starting point for many security assessment techniques. Their creation, however, is often done manually, which is time-consuming and introduces…

Software Engineering · Computer Science 2023-04-26 Simon Schneider , Riccardo Scandariato

Privacy and data protection constitute core values of individuals and of democratic societies. There have been decades of debate on how those values -and legal obligations- can be embedded into systems, preferably from the very beginning of…

Cryptography and Security · Computer Science 2015-04-13 George Danezis , Josep Domingo-Ferrer , Marit Hansen , Jaap-Henk Hoepman , Daniel Le Metayer , Rodica Tirtea , Stefan Schiffner

Privacy policies help inform people about organisations' personal data processing practices, covering different aspects such as data collection, data storage, and sharing of personal data with third parties. Privacy policies are often…

Artificial Intelligence · Computer Science 2026-01-16 Haiyue Yuan , Nikolay Matyunin , Ali Raza , Shujun Li

Software applications are designed to assist users in conducting a wide range of tasks or interactions. They have become prevalent and play an integral part in people's lives in this digital era. To use those software applications, users…

Software Engineering · Computer Science 2024-10-07 Pattaraporn Sangaroonsilp , Hoa Khanh Dam , Omar Haggag , John Grundy

Internet of Things (IoT) applications typically collect and analyse personal data that can be used to derive sensitive information about individuals. However, thus far, privacy concerns have not been explicitly considered in software…

Software Engineering · Computer Science 2019-04-12 Charith Perera , Mahmoud Barhamgi , Arosha K. Bandara , Muhammad Ajmal , Blaine Price , Bashar Nuseibeh

Software applications continue to challenge user privacy when users interact with them. Privacy practices (e.g. Data Minimisation (DM), Privacy by Design (PbD) or General Data Protection Regulation (GDPR)) and related "privacy engineering"…

Cryptography and Security · Computer Science 2020-09-15 Nalin Asanka Gamagedara Arachchilage , Mumtaz Abdul Hameed

Implementing privacy by design (PbD) according to the General Data Protection Regulation (GDPR) is met with a growing number of requirements engineering (RE) approaches. However, the question of which RE method for PbD fits best the goals…

Software Engineering · Computer Science 2026-03-11 Oleksandr Kosenkov , Ehsan Zabardast , Jannik Fischbach , Tony Gorschek , Daniel Mendez

Transparency and data portability are two core principles of modern privacy legislations such as the GDPR. From the regulatory perspective, providing individuals (data subjects) with access to their data is a main building block for…

Computers and Society · Computer Science 2023-05-08 Nicola Leschke , Florian Kirsten , Frank Pallas , Elias Grünewald

The European General Data Protection Regulation (GDPR) brings new challenges for companies who must ensure they have an appropriate legal basis for processing personal data and must provide transparency with respect to personal data…

Cryptography and Security · Computer Science 2021-07-16 Sabrina Kirrane , Javier D. Fernández , Piero Bonatti , Uros Milosevic , Axel Polleres , Rigo Wenning

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

Personal data has emerged as a highly valuable yet sensitive asset that drives business decisions, enables targeted advertising, and generates substantial revenue for companies, while simultaneously facilitating invasive monitoring of…

Computers and Society · Computer Science 2026-05-28 Shantanu Sharma , Ethan Myers , Lorenzo De Carli , Ritwik Banerjee , Indrakshi Ray

Big data has become a great asset for many organizations, promising improved operations and new business opportunities. However, big data has increased access to sensitive information that when processed can directly jeopardize the privacy…

Cryptography and Security · Computer Science 2018-11-22 Nils Gruschka , Vasileios Mavroeidis , Kamer Vishi , Meiko Jensen

Dynamic graph neural networks (DGNNs) have emerged and been widely deployed in various web applications (e.g., Reddit) to serve users (e.g., personalized content delivery) due to their remarkable ability to learn from complex and dynamic…

Machine Learning · Computer Science 2025-02-04 He Zhang , Bang Wu , Xiangwen Yang , Xingliang Yuan , Xiaoning Liu , Xun Yi

After one year since the entry into force of the GDPR, all web sites and data controllers have updated their procedures to store users' data. The GDPR does not only cover how and what data should be saved by the service providers, but it…

Computers and Society · Computer Science 2020-12-29 Luca Bufalieri , Massimo La Morgia , Alessandro Mei , Julinda Stefa