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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
ICSS, IPSJ-SPT 2024-03-21
16:10		 Okinawa OIST
(Primary: On-site, Secondary: Online)		 Considerations on Differential Privacy Mechanisms in MNIST
Naoki Kawahara, Pengxuan Wei, Ryunosuke Higashi, Kenta Okada, Tatsuhiro Yamatsuki, Atsuko Miyaji (Osaka Univ.) ICSS2023-79		 In recent years, data utilization technologies, including machine learning, have been steadily advancing. One means of p... [more] ICSS2023-79
pp.71-78
RCC, ISEC, IT, WBS 2024-03-13
- 2024-03-14		 Osaka Osaka Univ. (Suita Campus) Data processing methods for high-performance Privacy-Preserving Machine Learning
Tatsuhiro Yamatsuki (Osaka Univ.), Atsuko Miyaji (Osaka Univ./JAIST) IT2023-94 ISEC2023-93 WBS2023-82 RCC2023-76		 Currently, attempts are being made in various fields to solve problems by utilizing big data. However, privacy protectio... [more] IT2023-94 ISEC2023-93 WBS2023-82 RCC2023-76
pp.118-126
RCC, ISEC, IT, WBS 2023-03-14
17:15		 Yamaguchi
(Primary: On-site, Secondary: Online)		 Local Differential Privacy mechanism for non-linear machine learning
Tatsuhiro Yamatsuki, Bingchang He, Shintaro Yamashita (Osaka Univ.), Atsuko Miyaji (Osaka Univ./JAIST), Tomoaki Mimoto (ATR) IT2022-98 ISEC2022-77 WBS2022-95 RCC2022-95		  [more] IT2022-98 ISEC2022-77 WBS2022-95 RCC2022-95
pp.195-202
ICSS, IPSJ-SPT 2022-03-08
14:50		 Online Online On Extension of scalable local differential privacy
Tatsuhiro Yamatsuki, Atsuko Miyaji (Osaka Univ.), Tomoaki Mimoto (Osaka Univ./ATR) ICSS2021-79		  [more] ICSS2021-79
pp.123-128
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