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佐久間 淳

ALUMNI 2026年2月現在、筑波大学が主たる所属機関ではありません

Sakuma, Jun

東京科学大学 , 情報理工学院 , 教授
Institute of Science Tokyo , School of Computing , Professor

http://www.mdl.cs.tsukuba.ac.jp

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～

2019-02-19

佐久間 淳
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）

2017-06-06

佐久間 淳
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

2017-02-21

福井 和広 亀山 啓輔 佐久間 淳 滝沢 穂高 鈴木 健嗣
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

2016-05-03

北川 博之 佐久間 淳 天笠 俊之 森嶋 厚行 早瀬 康裕 福井 和広
オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。
  1. 1. Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion. Daiki Nishiyama; Hiroaki Miyoshi; Noriaki Hashimoto; Koichi Ohshima (+2 著者) Jun Sakuma
      CoRR abs/2503.00925: (2025)
  2. 2. Data Poisoning Attacks to Locally Differentially Private Range Query Protocols. Ting-Wei Liao; Chih-Hsun Lin; Yu-Lin Tsai; Takao Murakami (+3 著者) Hiroaki Kikuchi
      CoRR abs/2503.03454: (2025)
  3. 3. Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy. Junhao Wei; Yu Zhe; Jun Sakuma
      CoRR abs/2503.07661: (2025)
  4. 4. Deterministic and Probabilistic Certified Defenses for Content-Based Image Retrieval. Kazuya Kakizaki; Kazuto Fukuchi; Jun Sakuma
      IEICE Trans. Inf. Syst. 108: 92 (2025)
  5. 5. BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors. Chia-Yi Hsu; Yu-Lin Tsai; Yu Zhe; Yan-Lun Chen (+4 著者) Jun Sakuma
      CoRR abs/2501.02373: (2025)
  6. 6. Convergence Rate of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions. Daiki Morinaga; Kazuto Fukuchi; Jun Sakuma; Youhei Akimoto
      IEEE Transactions on Evolutionary Computation 28: 501 (2024)
  7. 7. Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning. Yuwei Sun; Hideya Ochiai; Jun Sakuma
      IEEE Transactions on Artificial Intelligence 5: 925 (2024)
  8. 8. Zero-shot domain adaptation based on dual-level mix and contrast. Yu Zhe; Jun Sakuma
      CoRR abs/2406.18996: (2024)
  9. 9. Remembering Transformer for Continual Learning. Yuwei Sun; Ippei Fujisawa; Arthur Juliani; Jun SakumaRyota Kanai
      CoRR abs/2404.07518: (2024)
  10. 10. Trojan attribute inference attack on gradient boosting decision trees. Kunihiro Ito; Batnyam Enkhtaivan; Isamu Teranishi; Jun Sakuma
      9th IEEE European Symposium on Security and Privacy(EuroS&P) 542 (2024)
  11. 11. Linear Convergence Rate Analysis of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions. Daiki Morinaga; Kazuto Fukuchi; Jun Sakuma; Youhei Akimoto
      Proceedings of the Genetic and Evolutionary Computation Conference Companion 49 (2024)
  12. 12. Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space. Yuwei Sun; Hideya Ochiai; Jun Sakuma
      International Joint Conference on Neural Networks(IJCNN) 1 (2024)
  13. 13. Adversarial Attacks on Hidden Tasks in Multi-Task Learning. Yu Zhe; Rei Nagaike; Daiki Nishiyama; Kazuto FukuchiJun Sakuma
      CoRR abs/2405.15244: (2024)
  14. 14. Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift. Mitsuhiro Fujikawa; Yohei Akimoto; Jun Sakuma; Kazuto Fukuchi
      CoRR abs/2405.16906: (2024)
  15. 15. Behavior-Targeted Attack on Reinforcement Learning with Limited Access to Victim's Policy. Shojiro Yamabe; Kazuto Fukuchi; Ryoma Senda; Jun Sakuma
      CoRR abs/2406.03862: (2024)
  16. 16. Parameter Matching Attack: Enhancing Practical Applicability of Availability Attacks. Yu Zhe; Jun Sakuma
      CoRR abs/2407.02437: (2024)
  17. 17. Statistically Significant Pattern Mining With Ordinal Utility. Thien Q. Tran; Kazuto Fukuchi; Youhei Akimoto; Jun Sakuma
      IEEE Transactions on Knowledge and Data Engineering 35: 8770 (2023)
  18. 18. Covariance Matrix Adaptation Evolutionary Strategy with Worst-Case Ranking Approximation for Min–Max Optimization and Its Application to Berthing Control Tasks Atsuhiro Miyagi; Yoshiki Miyauchi; Atsuo Maki; Kazuto Fukuchi (+1 著者) Youhei Akimoto
      ACM Transactions on Evolutionary Learning and Optimization 3: 8 (2023)
  19. 19. Unauthorized AI cannot Recognize Me: Reversible Adversarial Example Liu, Jiayang; Zhang, Weiming; Fukuchi, Kazuto; Akimoto, YoheiSakuma, Jun
      Pattern Recognition 134: 109048 (2023)
  20. 20. Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs. Kaiwen Xu; Kazuto Fukuchi; Youhei Akimoto; Jun Sakuma
      Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence(IJCAI) 519 (2023)
1 2 3 … 14
  1. 1. Privacy-Preserving Local Search for the Traveling Salesman Problem Jun, Sakuma; Shigenobu, Kobayashi
    Intech 2010年12月
  2. 2. 進化技術ハンドブック 佐久間淳
    近代科学社 2010年1月
  3. 3. 交叉オペレータによる高次元分布推定とその最適化・モデル推定への応用 佐久間, 淳
    2003年3月

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