Search

Your search keyword '"Kim, Mirae"' showing total 516 results
Start Over Author "Kim, Mirae"
516 results on '"Kim, Mirae"'

5. An Experimental Study on the Impact of Wormlike Micellar Droplets onto Solid Surfaces

Author

Baghlani, Hossein, Norouzi, Mahmood, Kayhani, Mohammad Hassan, Ghatee, Mojtaba, Kim, Mirae, Kim, Kyung Chun, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Kim, Daegyoum, editor, Kim, Kyung Chun, editor, Zhou, Yu, editor, and Huang, Lixi, editor

Published
2024
Full Text
View/download PDF

7. Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design

Author

Kim, Mirae and Woo, Simon

Subjects
Computer Science - Information Retrieval, Computer Science - Artificial Intelligence
Abstract

Information has exploded on the Internet and mobile with the advent of the big data era. In particular, recommendation systems are widely used to help consumers who struggle to select the best products among such a large amount of information. However, recommendation systems are vulnerable to malicious user biases, such as fake reviews to promote or demote specific products, as well as attacks that steal personal information. Such biases and attacks compromise the fairness of the recommendation model and infringe the privacy of users and systems by distorting data.Recently, deep-learning collaborative filtering recommendation systems have shown to be more vulnerable to this bias. In this position paper, we examine the effects of bias that cause various ethical and social issues, and discuss the need for designing the robust recommendation system for fairness and stability.

Published
2022

Catalog

Books, media, physical & digital resources
See catalog results