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The rapid deployment of large language models (LLMs) in consumer applications has led to frequent exchanges of personal information. To obtain useful responses, users often share more than necessary, increasing privacy risks via…

机器学习 · 计算机科学 2025-10-07 Jijie Zhou , Niloofar Mireshghallah , Tianshi Li

In software development, privacy preservation has become essential with the rise of privacy concerns and regulations such as GDPR and CCPA. While several tools, guidelines, methods, methodologies, and frameworks have been proposed to…

软件工程 · 计算机科学 2025-05-01 Tharaka Wijesundara , Matthew Warren , Nalin Asanka Gamagedara Arachchilage

With the growing amount of personal information exchanged over the Internet, privacy is becoming more and more a concern for users. One of the key principles in protecting privacy is data minimisation. This principle requires that only the…

密码学与安全 · 计算机科学 2014-01-14 Meilof Veeningen , Benne de Weger , Nicola Zannone

Privacy directly concerns the user as the data owner (data- subject) and hence privacy in systems should be implemented in a manner which concerns the user (user-centered). There are many concepts and guidelines that support development of…

人机交互 · 计算机科学 2017-04-19 Awanthika Senarath , Nalin A. G. Arachchilage , Jill Slay

To make privacy a first-class citizen in software, we argue for equipping developers with usable tools, as well as providing support from organizations, educators, and regulators. We discuss the challenges with the successful integration of…

人机交互 · 计算机科学 2022-09-09 Mohammad Tahaei , Kami Vaniea , Awais Rashid

Differential Privacy (DP) is a well-established framework to quantify privacy loss incurred by any algorithm. Traditional formulations impose a uniform privacy requirement for all users, which is often inconsistent with real-world scenarios…

密码学与安全 · 计算机科学 2023-10-23 Syomantak Chaudhuri , Konstantin Miagkov , Thomas A. Courtade

Data mining is the way toward mining fascinating patterns or information from an enormous level of the database. Data mining additionally opens another risk to privacy and data security.One of the maximum significant themes in the research…

密码学与安全 · 计算机科学 2023-05-01 Dhinakaran D , Joe Prathap P. M

Current legal frameworks enforce that Android developers accurately report the data their apps collect. However, large codebases can make this reporting challenging. This paper employs an empirical approach to understand developers'…

软件工程 · 计算机科学 2026-04-27 Mugdha Khedkar , Michael Schlichtig , Mohamed Soliman , Eric Bodden

With the general trend towards data-driven decision making (DDDM), organizations are looking for ways to use DDDM to improve their decisions. However, few studies have looked into the practitioners view of DDDM, in particular for agile…

软件工程 · 计算机科学 2019-04-09 Richard Berntsson Svensson , Robert Feldt , Richard Torkar

Data minimization is a legal principle requiring personal data processing to be limited to what is necessary for a specified purpose. Operationalizing this principle for recommender systems, which rely on extensive personal data, remains a…

机器学习 · 计算机科学 2025-09-01 Jens Leysen , Marco Favier , Bart Goethals

Enforcing data protection and privacy rules within large data processing applications is becoming increasingly important, especially in the light of GDPR and similar regulatory frameworks. Most modern data processing happens on top of a…

密码学与安全 · 计算机科学 2020-08-13 Zsolt Istvan , Soujanya Ponnapalli , Vijay Chidambaram

Security holds an important role in a software. Most people are not aware of the significance of security in software system and tend to assume that they will be fine without security in their software systems. However, the lack of security…

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…

密码学与安全 · 计算机科学 2022-10-10 Atheer Aljeraisy , Masoud Barati , Omer Rana , Charith Perera

The General Data Protection Regulation (GDPR) in the European Union is the most famous recently enacted privacy regulation. Despite of the regulation's legal, political, and technological ramifications, relatively little research has been…

软件工程 · 计算机科学 2020-01-30 Kalle Hjerppe , Jukka Ruohonen , Ville Leppänen

Software systems are ubiquitous, and their use is ingrained in our everyday lives. They enable us to get in touch with people quickly and easily, support us in gathering information, and help us perform our daily tasks. In return, we…

软件工程 · 计算机科学 2022-10-27 Wasja Brunotte , Alexander Specht , Larissa Chazette , Kurt Schneider

Software privacy provides the ability to limit data access to unauthorized parties. Privacy is achieved through different means, such as implementing GDPR into software applications. However, previous research revealed that the lack of poor…

密码学与安全 · 计算机科学 2022-11-08 Abdulrahman Hassan Alhazmi , Mumtaz Abdul Hameed , Nalin Asanka Gamagedara Arachchilage

The EU General Data Protection Regulation (GDPR) mandates the principle of data minimization, which requires that only data necessary to fulfill a certain purpose be collected. However, it can often be difficult to determine the minimal…

机器学习 · 计算机科学 2022-02-02 Abigail Goldsteen , Gilad Ezov , Ron Shmelkin , Micha Moffie , Ariel Farkash

Software systems are designed according to guidelines and constraints defined by business rules. Some of these constraints define the allowable or required values for data handled by the systems. These data constraints usually originate…

软件工程 · 计算机科学 2021-07-13 Juan Manuel Florez , Laura Moreno , Zenong Zhang , Shiyi Wei , Andrian Marcus

Applications like Enterprise Resource Planning (ERP) systems have become an indispensable part of the corporate digital infrastructure. These systems store sensitive data about customers, suppliers, and employees, and thus companies have to…

密码学与安全 · 计算机科学 2026-03-13 Alicia Pang , Katsiaryna Labunets , Olga Gadyatskaya

Modern privacy regulations provide a strict mandate for data processing entities to implement appropriate technical measures to demonstrate compliance. In practice, determining what measures are indeed "appropriate" is not trivial,…

密码学与安全 · 计算机科学 2023-06-28 Oleksandra Klymenko , Stephen Meisenbacher , Florian Matthes