Search Results - ghazaleh+beigi

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Deep Reinforcement-Learning-Based Text Anonymization for Attribute Privacy
Background Social media users generate a tremendous amount of data in forms such as profile information, network connections, and online posts. Online vendors use this data to understand user preferences and further predict their future needs. However, because user-generated data is rich in content, the data can be used by malicious attackers to infer...
Published: 1/9/2024   |   Inventor(s): Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu
Keywords(s): Machine Learning, Privacy Protection, Text Mining
Category(s): Physical Science, Computing & Information Technology, Intelligence & Security
Text Representation Learning for Preserving Textual Privacy and Utility of User Data
BackgroundTextual information is one of the most significant portions of data that users generate by participating in different online activities such as leaving online reviews and posting tweets. On one hand, textual data consists of abundant information about users’ behavior, preferences, and needs which is critical for understanding them. For...
Published: 2/23/2023   |   Inventor(s): Ghazaleh Beigi, Kai Shu, Ruocheng Guo, Suhang Wang, Huan Liu
Keywords(s): Data Mining, Machine Learning, Privacy Protection
Category(s): Physical Science, Computing & Information Technology
An Approach for Untraceable Web Browsing History and Unambiguous User Profiles
Background The overturning of the Internet Privacy Rules by the Federal Communications Commissions (FCC) in late March 2017 allows Internet Service Providers (ISPs) to collect, share and sell their customers’ web browsing data without their consent. With third-party trackers embedded in webpages, this ruling places privacy under further risk....
Published: 2/23/2023   |   Inventor(s): Ghazaleh Beigi, Ruocheng Guo, Huan Liu, Yanchao Zhang, Alexander Nou
Keywords(s): Anonymization, Data Mining, Machine Learning, Privacy, Social Media
Category(s): Physical Science, Computing & Information Technology