佐久間 淳 / Sakuma, Jun

システム情報系 教授 / Professor at Faculty of Engineering, Information and Systems

関連記事 / Related Articles in COTRE

プライバシーを保護したまま医療データを解析する暗号方式を実証 ~中身を見なくても誤データ混入防止、医療ビッグデータの安全な利活用へ~
数値・順序・離散データを暗号化したまま統計解析する実用的秘密計算手法を開発(2017.3)
社会を支える基盤技術の ブレイクスルーを目指す
パターン認識・機械学習リサーチユニット
To achieve a breakthrough for the development of basic technologies to support society
ビッグデータに潜在している有益な情報を探し出す
データ工学・知識発見リサーチユニット
To Search for Valuable Information in Big Data

 

論文 / Publication

  1. Generate (non-software) Bugs to Fool Classifiers Yakura, Hiromu, Akimoto, Yohei, Sakuma, Jun Thirty-Fourth AAAI Conference on Artificial Intelligence, New York, New York, USA, February 7-12, 2020 (2020)
  2. Neural malware analysis with attention mechanism Yakura, Hiromu, Shinozaki, Shinnosuke, Nishimura, Reon, Oyama, Yoshihiro, Sakuma, Jun Computers & Security 87 (2019)
  3. Identification of nine genes as novel susceptibility loci for early-onset ischemic stroke, intracerebral hemorrhage, or subarachnoid hemorrhage Yamase, Y, Horibe, H, Kato, K, Oguri, M, Fujimaki, T, Hibino, T, Kondo, T, Sakuma, J, Takeuchi, I, Murohara, T, Yasukochi, I, Yamada, Y EUROPEAN HEART JOURNAL 40 (1) 2318 - 2318 (2019)
  4. Identification of four genes as novel susceptibility loci for early-onset type 2 diabetes mellitus, metabolic syndrome, or hyperuricemia in Japanese Yamase, Y, Horibe, H, Kato, K, Oguri, M, Fujimaki, T, Hibino, T, Kondo, T, Sakuma, J, Takeuchi, I, Murohara, T, Yasukochi, Y, Yamada, Y EUROPEAN HEART JOURNAL 40 (1) 2695 - 2695 (2019)
  5. Robust Audio Adversarial Example for a Physical Attack Sakuma,Jun Proceedings of the 28th International Joint Conference on Artificial Intelligence 5334 - 5341 (2019)
  6. Evolutionary history of disease-susceptibility loci identified in longitudinal exome-wide association studies Yasukochi, Yoshiki, Sakuma, Jun, Takeuchi, Ichiro, Kato, Kimihiko, Oguri, Mitsutoshi, Fujimaki, Tetsuo, Horibe, Hideki, Yamada, Yoshiji Molecular genetics & genomic medicine 7 (9) e925 (2019)
  7. Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs Sakuma,Jun Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 2857 - 2866 (2019)
  8. Robust Watermarking of Neural Network with Exponential Weighting Sakuma,Jun Proccedings of the 2019 ACM Asia Conference on Computer and Communications Security 228 - 240 (2019)
  9. Identification of 12 novel loci that confer susceptibility to early-onset dyslipidemia Yamada, Yoshiji, Kato, Kimihiko, Oguri, Mitsutoshi, Horibe, Hideki, Fujimaki, Tetsuo, Yasukochi, Yoshiki, Takeuchi, Ichiro, Sakuma, Jun INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE 43 (1) 57 - 82 (2019)
  10. 貢献度分配を導入した方策勾配によるNeural Architecture Searchの高速化 佐藤, 怜, 秋本, 洋平, 佐久間, 淳 人工知能学会全国大会論文集 2019 2P3J202 - 2P3J202 (2019)

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発行:筑波大学 URA研究戦略推進室・研究推進部