On the Declassification of Confidential Documents

نویسندگان

  • Daniel Abril
  • Guillermo Navarro-Arribas
  • Vicenç Torra
چکیده

Abstract. We introduce the anonymization of unstructured documents to settle the base of automatic declassification of confidential documents. Departing from known ideas and methods of data privacy, we introduce the main issues of unstructured document anonymization and propose the use of named entity recognition techniques from natural language processing and information extraction to identify the entities of the document that need to be protected. URL http://www.springerlink.com/content/tg81j807q42x8837/ [14] Source URL: https://www.iiia.csic.es/en/node/54954 Links [1] https://www.iiia.csic.es/en/staff/daniel-abril [2] https://www.iiia.csic.es/en/staff/guillermo-navarro-arribas [3] https://www.iiia.csic.es/en/staff/vicen%C3%A7-torra [4] https://www.iiia.csic.es/en/bibliography?f[author]=2512 [5] https://www.iiia.csic.es/en/bibliography?f[author]=1995 [6] https://www.iiia.csic.es/en/bibliography?f[keyword]=871 [7] https://www.iiia.csic.es/en/bibliography?f[keyword]=497 [8] https://www.iiia.csic.es/en/bibliography?f[keyword]=929 [9] https://www.iiia.csic.es/en/bibliography?f[keyword]=447 [10] https://www.iiia.csic.es/en/bibliography?f[keyword]=933 [11] https://www.iiia.csic.es/en/bibliography?f[keyword]=932 [12] https://www.iiia.csic.es/en/bibliography?f[keyword]=930 [13] https://www.iiia.csic.es/en/bibliography?f[keyword]=931 [14] http://www.springerlink.com/content/tg81j807q42x8837/

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

On the declassification of confidential documents

Abstract. We introduce the anonymization of unstructured documents to settle the base of automatic declassification of confidential documents. Departing from known ideas and methods of data privacy, we introduce the main issues of unstructured document anonymization and propose the use of named entity recognition techniques from natural language processing and information extraction to identify...

متن کامل

Automatic Declassification of Textual Documents by Generalizing Sensitive Terms

With the advent of internet, large numbers of text documents are published and shared every day . Each of these documents is a collection of vast amount of information. Publically sharing of some of this information may affect the privacy of the document, if they are confidential information. So before document publishing, sanitization operations are performed on the document for preserving the...

متن کامل

Flow-Sensitive Automaton-Based Monitoring of a Declassification Policy

Declassification policies aim to guarantee trusted release of confidential information. The semantic security conditions of declassification policies focus on different dimensions. In order to prevent the special attacks aiming to compromise the mechanisms of declassification, it is important for a declassification policy to combine different dimensions. Moreover, current body of work on the en...

متن کامل

Robust Declassification

Security properties based on information flow, such as noninterference, provide strong guarantees that confidentiality is maintained. However, programs often need to leak some amount of confidential information in order to serve their intended purpose, and thus violate noninterference. Real systems that control information flow often include mechanisms for downgrading or declassifying informati...

متن کامل

Type Abstraction for Relaxed Noninterference

Information-flow security typing statically prevents confidential information to leak to public channels. The fundamental information flow property, known as noninterference, states that a public observer cannot learn anything from private data. As attractive as it is from a theoretical viewpoint, noninterference is impractical: real systems need to intentionally declassify some information, se...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011