An in-depth analysis of robustness and accuracy of recommendation systems

Author:

Ma Haonan1,Wang Can2,Zhao Yunwei3,Wang Luhua3,Cao Xiulian4,Chen Jinyin1,Han Han3,Liu Meichen3

Affiliation:

1. Zhejiang University of Technology,Hangzhou,China

2. Griffith University,Gold Coast,Australia

3. CN-CERT/CC,Beijing,China

4. Hunan Branch Of CNCERT/CC,Changsha,China

Publisher

IEEE

Reference33 articles.

1. How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models

2. Robustness may be at odds with accuracy;Tsipras

3. Collaborative recommendation

4. A survey for trust-aware recommender systems: A deep learning perspective

5. Trading robustness for privacy in decentralized recommender systems;Cheng

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