Status and Issue of Research and Application of Machine Unlearning

DOI

Bibliographic Information

Other Title
  • マシン・アンラーニングの研究と応用に関する現状と課題
Published
2023
DOI
  • 10.11517/pjsai.jsai2023.0_2l1gs1105
Publisher
The Japanese Society for Artificial Intelligence

Description

<p>Two topics with related machine unlearning are introduced. The first one is the pioneering domestic research in the 2010, which. was presented before proposing the notion of machine unlearning on 2015. The second one is about Federated Unlearning, which is getting hot in recent research as unlearn-version of Google’s federated learning. This report is a kind of addendum to the undersigned author’s article in the special section entitled "Research Trends in AI Security" on Artificial Intelligence Vol. 38 No. 2 (March 2023).</p>

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