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Privacy policy documents are often lengthy, complex, and difficult for non-expert users to interpret, leading to a lack of transparency regarding the collection, processing, and sharing of personal data. As concerns over online privacy…

Cryptography and Security · Computer Science 2025-07-08 Vijayalakshmi Ramasamy , Seth Barrett , Gokila Dorai , Jessica Zumbach

Privacy policy documents have a crucial role in educating individuals about the collection, usage, and protection of users' personal data by organizations. However, they are notorious for their lengthy, complex, and convoluted language…

Computation and Language · Computer Science 2024-03-04 Joykirat Singh , Sehban Fazili , Rohan Jain , Md Shad Akhtar

Organisations disclose their privacy practices by posting privacy policies on their website. Even though users often care about their digital privacy, they often don't read privacy policies since they require a significant investment in…

Information Retrieval · Computer Science 2024-04-02 Mukund Srinath , Shomir Wilson , C. Lee Giles

Privacy policies are crucial in the online ecosystem, defining how services handle user data and adhere to regulations such as GDPR and CCPA. However, their complexity and frequent updates often make them difficult for stakeholders to…

Cryptography and Security · Computer Science 2024-08-28 Ashish Hooda , Rishabh Khandelwal , Prasad Chalasani , Kassem Fawaz , Somesh Jha

Privacy policies are legal documents that describe how a website will collect, use, and distribute a user's data. Unfortunately, such documents are often overly complicated and filled with legal jargon; making it difficult for users to…

Computation and Language · Computer Science 2020-03-12 Zachary Lindner

Technological advances in information sharing have raised concerns about data protection. Privacy policies contain privacy-related requirements about how the personal data of individuals will be handled by an organization or a software…

Cryptography and Security · Computer Science 2021-10-06 Orlando Amaral , Sallam Abualhaija , Damiano Torre , Mehrdad Sabetzadeh , Lionel C. Briand

Machine-readable representations of privacy policies are door openers for a broad variety of novel privacy-enhancing and, in particular, transparency-enhancing technologies (TETs). In order to generate such representations, transparency…

Computers and Society · Computer Science 2023-06-01 Michael Gebauer , Faraz Maschhur , Nicola Leschke , Elias Grünewald , Frank Pallas

Privacy policies are essential for users to understand how service providers handle their personal data. However, these documents are often long and complex, as well as filled with technobabble and legalese, causing users to unknowingly…

Computation and Language · Computer Science 2026-05-01 Pengyun Zhu , Qiheng Sun , Long Wen , Yanbo Wang , Yang Cao , Junxu Liu , Deyi Xiong , Jinfei Liu , Zhibo Wang , Kui Ren

Automated analysis of privacy policies has proved a fruitful research direction, with developments such as automated policy summarization, question answering systems, and compliance detection. Prior research has been limited to analysis of…

Computers and Society · Computer Science 2021-07-22 Ryan Amos , Gunes Acar , Eli Lucherini , Mihir Kshirsagar , Arvind Narayanan , Jonathan Mayer

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

In recent years, the amount of information collected about human beings has increased dramatically. This development has been partially driven by individuals posting and storing data about themselves and friends using online social networks…

Computers and Society · Computer Science 2014-03-24 Arkadiusz Stopczynski , Riccardo Pietri , Alex Pentland , David Lazer , Sune Lehmann

Most users agree to online privacy policies without reading or understanding them, even though these documents govern how personal data is collected, shared, and monetized. Privacy policies are typically long, legally complex, and difficult…

Cryptography and Security · Computer Science 2026-01-13 Sriharshini Kalvakuntla , Luoxi Tang , Yuqiao Meng , Zhaohan Xi

Privacy policies are the primary channel through which companies inform users about their data collection and sharing practices. These policies are often long and difficult to comprehend. Short notices based on information extracted from…

Computation and Language · Computer Science 2018-07-02 Hamza Harkous , Kassem Fawaz , Rémi Lebret , Florian Schaub , Kang G. Shin , Karl Aberer

Privacy policies are widely used by digital services and often required for legal purposes. Many machine learning based classifiers have been developed to automate detection of different concepts in a given privacy policy, which can help…

Computation and Language · Computer Science 2025-03-24 Yuxin Chen , Peng Tang , Weidong Qiu , Shujun Li

With the increasing popularity of mobile devices and the wide adoption of mobile Apps, an increasing concern of privacy issues is raised. Privacy policy is identified as a proper medium to indicate the legal terms, such as GDPR, and to bind…

Computers and Society · Computer Science 2020-05-15 Shuang Liu , Renjie Guo , Baiyang Zhao , Tao Chen , Meishan Zhang

Existing work on making privacy policies accessible has explored new presentation forms such as color-coding based on the risk factors or summarization to assist users with conscious agreement. To facilitate a more personalized interaction…

Computation and Language · Computer Science 2021-10-01 Moniba Keymanesh , Micha Elsner , Srinivasan Parthasarathy

The advance of web services technologies promises to have far-reaching effects on the Internet and enterprise networks allowing for greater accessibility of data. The security challenges presented by the web services approach are…

Logic in Computer Science · Computer Science 2012-06-15 Michele Barletta , Silvio Ranise , Luca Viganò

Machine learning based classifiers that take a privacy policy as the input and predict relevant concepts are useful in different applications such as (semi-)automated compliance analysis against requirements of the EU GDPR. In all past…

Cryptography and Security · Computer Science 2026-01-21 Peng Tang , Xin Li , Yuxin Chen , Weidong Qiu , Haochen Mei , Allison Holmes , Fenghua Li , Shujun Li

In this report, we present an approach to enhance informed consent for the processing of personal data. The approach relies on a privacy policy language used to express, compare and analyze privacy policies. We describe a tool that…

Cryptography and Security · Computer Science 2019-03-18 Raúl Pardo , Daniel Le Métayer

Applications (apps) of the Digital Sharing Economy (DSE), such as Uber, Airbnb, and TaskRabbit, have become a main enabler of economic growth and shared prosperity in modern-day societies. However, the complex exchange of goods, services,…

Cryptography and Security · Computer Science 2022-10-28 Fahimeh Ebrahimi , Miroslav Tushev , Anas Mahmoud
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