A smart privacy-preserving learning method by fake gradients to protect users items in recommender systems

DOI10.1155/2020/6683834zbMath1454.68124OpenAlexW3111409109MaRDI QIDQ2228145

Lifu Wang, Zhenjiang Zhang, Yun Liu, Zhiyuan Zhang, Gui-Xun Luo

Publication date: 16 February 2021

Published in: Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2020/6683834

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Uses Software

• MovieLens
• RAPPOR

Cites Work

• Randomized Response: A Survey Technique for Eliminating Evasive Answer Bias
• Our Data, Ourselves: Privacy Via Distributed Noise Generation
• Theory of Cryptography

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