Place of publication: United States, Ann Arbor; ISBN=978-1-321-78589-0
یادداشتهای مربوط به پایان نامه ها
جزئيات پايان نامه و نوع درجه آن
Ph.D.
نظم درجات
Computer Science
کسي که مدرک را اعطا کرده
Drexel University
امتياز متن
2015
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Machine learning and natural language processing can be used to characterize and quantify aspects of human behavior expressed in language. Linguistic features exhibited in any kind of text can be used to study individuals' behavior as well as to identify an author among thousands of authors. Studying aspects of human behavior can be automated by incorporating machine learning techniques and well-engineered features that represent behavior of interest. Human behavior analysis can be used to enhance security by detecting malware programmers, malicious users, or abusive multiple account holders in online networks. At the same time, such an automated analysis is a serious threat to privacy, especially to the privacy of persons that would like to remain anonymous. Nevertheless, privacy enhancing technologies can be built by first and foremost understanding privacy infringing methods in-depth to create countermeasures.