Challenges and Open Problems of Legal Document Anonymization

نویسندگان

چکیده

Data sharing is a central aspect of judicial systems. The openly accessible documents can make the judiciary system more transparent. On other hand, published legal contain much sensitive information about involved persons or companies. For this reason, anonymization these obligatory to prevent privacy breaches. General Protection Regulation (GDPR) and modern privacy-protecting regulations have strict definitions private data containing direct indirect identifiers. In documents, there wide range attributes regarding parties. Moreover, additional relations between parties rare events. Hence, personal be represented by sparse matrix attributes. application Named Entity Recognition methods essential for fair process but not enough. Machine learning-based should used together with models, such as differential privacy, reduce re-identification risk. content (utility) text preserved. This paper aims summarize highlight open symmetrical problems from fields structured unstructured anonymization. possible anonymizing discussed illustrated case studies Hungarian practice.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Publishing Open-Access Biomedical Data: Legal Challenges

This review article gives a brief overview of some of the key legal challenges the OpenScienceLink, http://opensciencelink.eu (hereafter OSL) project faced with publishing biomedical research data online on an open access and re-use basis. Firstly, we give an overview of some of the key privacy challenges that the OSL project faced. Secondly, we analyse the intellectual property challenges that...

متن کامل

Sanitization and Anonymization of Document Repositories

Information security and privacy in the context of the World Wide Web (WWW) is an important issue that is still being investigated. However, most of the present research is dealing with access control, and authentication-based trust. Especially with the popularity of WWW, being one of the largest information sources, privacy of the individuals is now as important as the security of information....

متن کامل

Medical Travel: The Ethical and Legal Challenges

Medical tourism is a term referring to the people traveling to other countries to obtain medical care. Like any other rapid growing indus­try, medical tourism has prompted ethical and legal issues. These issues are mainly pertained to malpractice and consumer protection. Beside these, risk management, foreign hospital liabilities, international ad­vocacy, facility ownership, intellectual proper...

متن کامل

Semantic Subtyping: Challenges, Perspectives, and Open Problems

Semantic subtyping is a relatively new approach to define subtyping relations where types are interpreted as sets and union, intersection and negation types have the corresponding set-theoretic interpretation. In this lecture we outline the approach, give an aperçu of its expressiveness and generality by applying it to the λ-calculus with recursive and product types and to the π-calculus. We th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Symmetry

سال: 2021

ISSN: ['0865-4824', '2226-1877']

DOI: https://doi.org/10.3390/sym13081490