Sakuma Jun 佐久間淳

… Alternative Names

SAKUMA Jun 佐久間淳

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Researcher Number	90376963
Other IDs
External Links
Affiliation (Current)	2025: 東京科学大学, 情報理工学院, 教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 東京工業大学, 情報理工学院, 教授 2016 – 2022: 筑波大学, システム情報系, 教授 2012 – 2015: 筑波大学, システム情報系, 准教授 2013: 筑波大学, 大学院システム情報工学研究科(系), 准教授 2012 – 2013: 筑波大学, システム情報工学研究科(系), 准教授 … More 2010 – 2011: 筑波大学, システム情報工学研究科, 准教授 2009: Tokyo Institute of Technology, 大学院・システム情報工学研究科, 准教授 2007 – 2008: Tokyo Institute of Technology, 大学院・総合理工学研究科, 助教 2006: Interdisciplinary School of Science and Engineering, Research Associate, 大学院総合理工学研究科, 助手 2005: 東京工業大学, 大学院・総合理工学研究科, 助手 Less
Review Section/Research Field	Principal Investigator Intelligent informatics / Intelligent informatics / Medium-sized Section 61:Human informatics and related fields / Basic Section 61030:Intelligent informatics-related Except Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields / Computer system/Network / Intelligent informatics / Media informatics/Database / Sensitivity informatics/Soft computing
Keywords	Principal Investigator 機械学習 / セキュリティ / プライバシー / プライバシ / データマイニング / 敵対的サンプル / 深層学習 / 人工知能 / 差別配慮 / 差分プライバシー … More / 遺伝的アルゴリズム / 因果構造 / ポイズニング / 電子透かし / モデル帰属 / 信頼性 / 説明可能AI / ドメイン汎化 / 敵対的学習 / 高信頼AI / 予測 / 安全性 / 公正性配慮型データマイニング / 暗号 / 統計的推定 / プライバシーポリシー / 局所差分プライバシー / 公平性 / 匿名化 / 自己情報コントロール / 中立化 / 差分プライバシ / レコードリンケージ / 統計解析 / 秘密計算 / アウトソーシング / プライバシ保護データマイニング / 準同型暗号 / 局所探索 / メタヒューリスティック / 強化学習 / 組み合わせ最適化 / サポートベクターマシン / 単純ベイズ / 属性選択 / モデル選択 / 実数値GA / 確率モデル / 局所尤度 / パレート解 / EM / 平均場近似 / 混合正規分布 / カーネル / 多目的最適化 / クラスタリング … More Except Principal Investigator センサー / プライバシー / 多目的最適化 / 実数値GA / 遺伝アルゴリズム / 進化計算 / 遺伝的アルゴリズム / セキュリティ / 分散型SNS / グラフ / 差分プライバシー / 敵対的入力 / 自動運転車 / 機械学習 / 制御 / センサ / AI / 自動運転 / コンテスト / リスク / 匿名加工 / 購買履歴 / 再識別 / k-匿名 / ビッグデータ / 匿名化 / 個人情報 / Hybrid Genetic Algorithms / Multi-objective Optimization / Instance-based Policy / Importance Sampling / Reinforcement Learning / Real-coded Genetic Algorithms / Genetic Algorithms / Evolutionary Computation / 確率的傾斜法 / 政策勾配法 / 政策学習 / Actor-Critic / パレート降下法 / 大域的最適化 / 政策形成 / ハイブリッドGA / インスタンスベース政策 / 重点サンプリング / 強化学習 / リアルタイム処理 / 異常検知 / 暗号化処理 / ストリーム処理 / In-DB分析 / CEP / 複合イベント処理 / データベースシステム / クエリパイプライン / データストリーム / DBMS / データベース / ストリームデータ処理 / 垂直分割 / データマイニング / 情報セキュリティ / 疫学調査 / 暗号プロトコル / プライバシー保護 / ネットワークセキュリティ技術 / インスタンスベース政策最適化 / 直接政策最適化 / レンズ系設計 / 制約対処法 / 関数最適化 / テイラーメイド医療 / 一塩基多形 / SNP / 準同型暗号 / 経路探索 / 最適化 / 巡回セールスマン問題 / k-means / プライバシ / クラスタリング Less

Understanding Attack Mechanisms against AI through Causal Structures of Classification and Building CountermeasuresPrincipal Investigator
- Principal Investigator
  
  佐久間淳
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Institute of Science Tokyo
Understanding the impact of adversarial inputs on autonomous driving systems and developing countermeasure technologies
- Principal Investigator
  
  森達哉
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Waseda University
Differential Privacy Technologies for Distributed Social Graphs
- Principal Investigator
  
  村上隆夫
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  The Institute of Statistical Mathematics
  National Institute of Advanced Industrial Science and Technology
Deep learning security and privacy focused on human-machine recognition gapPrincipal Investigator
- Principal Investigator
  
  Sakuma Jun
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  University of Tsukuba
Study on anonymization algorithm and risk to be re-identified using open data competition
- Principal Investigator
  
  Kikuchi Hiroaki
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Meiji University
Statistical Security of Machine LearningPrincipal Investigator
- Principal Investigator
  
  Sakuma Jun
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Tsukuba
Establishment of Self-information Control Mechanism for Machine LearningPrincipal Investigator
- Principal Investigator
  
  SAKUMA Jun
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Tsukuba
A Study on Real-Time Event Detection Infrastructure
- Principal Investigator
  
  KAWASHIMA Hideyuki
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Media informatics/Database
- Research Institution
  University of Tsukuba
Outsourcing of privacy preserving data mining for large-scale non-structured informationPrincipal Investigator
- Principal Investigator
  
  SAKUMA Jun
- Project Period (FY)
  2012 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Tsukuba
Privacy-Preserving Epidemiology Study for Vertically Partitioned Datasets
- Principal Investigator
  
  KIKUCHI HIROAKI
- Project Period (FY)
  2010 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Computer system/Network
- Research Institution
  Meiji University
  Tokai University
Privacy-aware Optimization and Learning in Multi-agent environmentsPrincipal Investigator
- Principal Investigator
  
  SAKUMA Jun
- Project Period (FY)
  2008 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Tokyo Institute of Technology
Reconstruction and Expansion of Real-coded Genetic Algorithms
- Principal Investigator
  
  KOBAYASHI Shigenobu
- Project Period (FY)
  2007 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Tokyo Institute of Technology
局所尤度推定クラスタリングと多目的GAによる優良解綱羅戦略とその応用Principal Investigator
- Principal Investigator
  
  佐久間淳
- Project Period (FY)
  2006 – 2007
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Tokyo Institute of Technology
マルチパーティー間のプライバシーアウェアな最適化法
- Principal Investigator
  
  KOBAYASHI Shigenobu
- Project Period (FY)
  2005 – 2006
- Research Category
  
  Grant-in-Aid for Exploratory Research
- Research Field
  
  Computer system/Network
- Research Institution
  Tokyo Institute of Technology
Speed and Fusion of Evolutionary Computation and Reinforcement Learning by Importance Sampling
- Principal Investigator
  
  KOBAYASHI Shigenobu
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Tokyo Institute of Technology

[Book] データ解析におけるプライバシ保護2016
- Author(s)
  佐久間淳
- Total Pages
  240
- Publisher
  講談社
- Data Source
  KAKENHI-PROJECT-24680015
[Book] データ解析におけるプライバシ保護2016
- Author(s)
  佐久間淳
- Total Pages
  240
- Publisher
  講談社
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Certified Defense for Content Based Image Retrieval2023
- Author(s)
  Kakizaki Kazuya、Fukuchi Kazuto、Sakuma Jun
- Journal Title
  
  2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  
  Volume: - Pages: 4550-4559
- DOI
  10.1109/wacv56688.2023.00454
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Unauthorized AI cannot recognize me: Reversible adversarial example2023
- Author(s)
  Jiayang Liu, Weiming Zhang, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
- Journal Title
  
  Pattern Recognition
  
  Volume: 134 Pages: 1-9
- DOI
  10.1016/j.patcog.2022.109048
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04164, KAKENHI-PROJECT-22H00519
[Journal Article] Domain Generalization via Adversarially Learned Novel Domains2023
- Author(s)
  Yu Zhe; Kazuto Fukuchi; Youhei Akimoto; Jun Sakuma
- Journal Title
  
  IEEE Access
  
  Volume: 10 Pages: 101855-101868
- DOI
  10.1109/access.2022.3209815
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation2022
- Author(s)
  Thien Q Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
- Journal Title
  
  Proceedings of the AAAI Conference on Artificial Intelligence
  
  Volume: - Issue: 9 Pages: 9614-9622
- DOI
  10.1609/aaai.v36i9.21195
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Unsupervised Causal Binary Concepts Discovery with VAE for Black-box Model Explanation2022
- Author(s)
  Thien Q Tran, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
- Journal Title
  
  Proceedings of 36th AAAI conference on artificial intelligence
  
  Volume: - Pages: 1-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Did You Use My GAN to Generate Fake? Post-hoc Attribution of GAN Generated Images via Latent Recovery.2022
- Author(s)
  Syou Hirofumi, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
- Journal Title
  
  The 2022 International Joint Conference on Neural Networks
  
  Volume: - Pages: 1-8
- DOI
  10.1109/ijcnn55064.2022.9892704
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Toward Practical Adversarial Attacks on Face Verification Systems2021
- Author(s)
  Kazuya Kakizaki, Taiki Miyagawa, Inderjeet Singh, Jun Sakuma
- Journal Title
  
  20th International Conference of the Biometrics Special Interest Group
  
  Volume: - Pages: 113-124
- DOI
  10.1109/biosig52210.2021.9548310
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Generate (non-software) Bugs to Fool Classifiers2020
- Author(s)
  Hiromu Yakura, Jun Sakuma
- Journal Title
  
  The 28th International Joint Conference on Artificial Intelligence
  
  Volume: - Pages: 5334-5341
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs2019
- Author(s)
  Ryota Namba, Jun Sakuma
- Journal Title
  
  The 2019 ACM Asia Conference on Computer and Communications Security
  
  Volume: - Pages: 228-240
- DOI
  10.1145/3292500.3330766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Robust Audio Adversarial Example for a Physical Attack2019
- Author(s)
  Thien Q. Tran, Jun Sakuma
- Journal Title
  
  25th ACM SIGKDD Conference On Knowledge Discovery And Data Mining
  
  Volume: - Pages: 2857-2866
- DOI
  10.24963/ijcai.2019/741
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H04164
[Journal Article] Minimax Optimal Additive Functional Estimation with Discrete Distribution: Slow Divergence Speed Case2018
- Author(s)
  Kazuto Fukuchi, Jun Sakuma
- Journal Title
  
  Proceedings of the 2018 IEEE International Symposium on Information Theory
  
  Volume: - Pages: 1041-1045
- DOI
  10.1109/isit.2018.8437725
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Outsourced Private Function Evaluation with Privacy Policy Enforcement2018
- Author(s)
  Noboru Kunihiro, Wenjie Lu, Takashi Nishide, Jun Sakuma
- Journal Title
  
  Proceedings of the 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications
  
  Volume: - Pages: 412-423
- DOI
  10.1109/trustcom/bigdatase.2018.00068
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Toward Distribution Estimation under Local Differential Privacy with Small Samples2018
- Author(s)
  Murakami Takao、Hino Hideitsu、Sakuma Jun
- Journal Title
  
  Proceedings on Privacy Enhancing Technologies
  
  Volume: 2018 Issue: 3 Pages: 84-104
- DOI
  10.1515/popets-2018-0022
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16069, KAKENHI-PROJECT-16H02864
[Journal Article] Recommendation Independence2018
- Author(s)
  Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
- Journal Title
  
  Proceedings of Machine Learning Research
  
  Volume: 81 Pages: 187-201
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention2018
- Author(s)
  Hiromu Yakura, Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama, Jun Sakuma
- Journal Title
  
  Proceedings of The 8th ACM Conference on Data and Application Security and Privacy
  
  Volume: － Pages: 127-134
- DOI
  10.1145/3176258.3176335
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Non-interactive and Output Expressive Private Comparison from Homomorphic Encryption2018
- Author(s)
  Wen-jie Lu, Jun-jie Zhou, Jun Sakuma
- Journal Title
  
  Proceedings of the 2018 ACM Asia Conference on Computer and Communications Security
  
  Volume: - Pages: 67-74
- DOI
  10.1145/3196494.3196503
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Towards Privacy-preserving Record Linkage with Record-wise Linkage Policy2017
- Author(s)
  Takahito Kaiho , Wen-jie Lu, Toshiyuki Amagasa, and Jun Sakuma
- Journal Title
  
  Database and Expert Systems Applications.
  
  Volume: 10438 Pages: 233-248
- DOI
  10.1007/978-3-319-64468-4_18
- ISBN
  9783319644677, 9783319644684
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Model-based and actual independence for fairness-aware classification2017
- Author(s)
  Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma
- Journal Title
  
  Data Mining and Knowledge Discovery
  
  Volume: 32 Issue: 1 Pages: 258-286
- DOI
  10.1007/s10618-017-0534-x
- NAID
  120007133769
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Differentially Private Semi-Supervised Classification.2017
- Author(s)
  Xu Long, Jun Sakuma
- Journal Title
  
  Proceedings of the 3rd IEEE International Conference on Smart Computing
  
  Volume: － Pages: 1-6
- DOI
  10.1109/smartcomp.2017.7947001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Differentially Private Empirical Risk Minimization with Input Perturbation2017
- Author(s)
  Kazuto Fukuchi, Quang Khai Tran, and Jun Sakuma
- Journal Title
  
  Proceedings of International Conference on Discovery Science
  
  Volume: 10558 Pages: 82-90
- DOI
  10.1007/978-3-319-67786-6_6
- ISBN
  9783319677859, 9783319677866
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Minimax Optimal Estimators for Additive Scalar Functionals of Discrete Distributions2017
- Author(s)
  Kazuto Fukuchi and Jun Sakuma
- Journal Title
  
  Proceedings of the 2017 IEEE International Symposium on Information Theory
  
  Volume: － Pages: 2103-2107
- DOI
  10.1109/isit.2017.8006900
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02864, KAKENHI-PROJECT-17J01031
[Journal Article] Mis-operation Resistant Searchable Homomorphic Encryption2017
- Author(s)
  Keita Emura, Takuya Hayashi, Noboru Kunihiro, Jun Sakuma
- Journal Title
  
  Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security
  
  Volume: ASIA CCS'17 Pages: 215-229
- DOI
  10.1145/3052973.3053015
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K00028, KAKENHI-PROJECT-16H02864, KAKENHI-PROJECT-26540003
[Journal Article] Privacy-preserving and Optimal Interval Release for Disease Susceptibility2017
- Author(s)
  Kosuke Kusano, Ichiro Takeuchi, Jun Sakuma
- Journal Title
  
  Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security
  
  Volume: N/A Pages: 532-545
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Differentially Private Chi-squared Test by Unit Circle Mechanism2017
- Author(s)
  Kazuya Kakizaki, Kazuto Fukuchi, and Jun Sakuma
- Journal Title
  
  Proceedings of the 34th International Conference on Machine Learning
  
  Volume: 70 Pages: 1761-1770
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Privately Evaluating Contingency Tables with Suppression2016
- Author(s)
  陸文杰，佐久間淳
- Journal Title
  
  コンピュータセキュリティシンポジウム2016論文集
  
  Volume: 2016 Pages: 1048-1055
- NAID
  170000173804
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Using Fully Homomorphic Encryption for Statistical Analysis of Categorical, Ordinal and Numerical Data2016
- Author(s)
  Wen-jie Lu, Shohei Kawasaki, Jun Sakuma
- Journal Title
  
  Proceedings of The Network and Distributed System Security Symposium 2017 (NDSS2017)
  
  Volume: N/A
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] Ice and Fire: Quantifying the Risk of Re-identification and Utility in Data Anonymization2016
- Author(s)
  Hiroaki Kikuchi, Takayasu Yamaguchi, Yuji Yamaoka and Jun Sakuma
- Journal Title
  
  The 30-th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016)
  
  Volume: 印刷中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] 線形モデルにおける安全な予測値公開メカニズムの提案とその疾患リスク予測モデルへの適用2016
- Author(s)
  草野光亮, 竹内一郎, 佐久間淳
- Journal Title
  
  コンピュータセキュリティシンポジウム2016論文集
  
  Volume: 2016 Pages: 1207-1214
- NAID
  170000173825
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] 離散分布の加法分解可能なスカラー汎関数におけるミニマックス最適推定量2016
- Author(s)
  福地一斗, 佐久間淳
- Journal Title
  
  信学技報
  
  Volume: 116 Pages: 259-265
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] 近接平均を用いた加速近接勾配法の適応的リスタート2016
- Author(s)
  中里佳央，福地一斗, 佐久間淳
- Journal Title
  
  信学技報
  
  Volume: 116 Pages: 65-71
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] 近接平均を用いた加速近接勾配法の適応的リスタート2016
- Author(s)
  中里佳央，福地一斗, 佐久間淳
- Journal Title
  
  信学技報
  
  Volume: 116 Pages: 65-71
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] カイ二乗検定の幾何的解釈に基づく差分プライバシーの実現2016
- Author(s)
  柿崎和也，佐久間淳
- Journal Title
  
  コンピュータセキュリティシンポジウム2016論文集
  
  Volume: 2016 Pages: 1199-1206
- NAID
  170000173824
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] 線形モデルにおける安全な予測値公開メカニズムの提案とその疾患リスク予測モデルへの適用2016
- Author(s)
  草野光亮, 竹内一郎, 佐久間淳
- Journal Title
  
  コンピュータセキュリティシンポジウム2016論文集
  
  Volume: 2016 Pages: 1199-1206
- NAID
  170000173825
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] Using Fully Homomorphic Encryption for Statistical Analysis of Categorical, Ordinal and Numerical Data2016
- Author(s)
  Wen-jie Lu, Shohei Kawasaki, Jun Sakuma
- Journal Title
  
  Proceedings of The Network and Distributed System Security Symposium 2017 (NDSS2017)
  
  Volume: N/A
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-16H02864
[Journal Article] Prediction with Model-Based Neutrality2015
- Author(s)
  Kazuto Fukuchi, Toshihiro Kamishima, and Jun Sakuma
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E98.D Issue: 8 Pages: 1503-1516
- DOI
  10.1587/transinf.2014EDP7367
- NAID
  130005090405
- ISSN
  0916-8532, 1745-1361
- Language
  English
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] Differentially Private Analysis of Outliers2015
- Author(s)
  Rina Okada, Kazuto Fukuchi, Jun Sakuma
- Journal Title
  
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015
  
  Volume: 9285 Pages: 458-473
- DOI
  10.1007/978-3-319-23525-7_28
- ISBN
  9783319235240, 9783319235257
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] Privacy-Preserving Statistical Analysis by Exact Logistic Regression2015
- Author(s)
  David duVerle, Shohei Kawasaki, Yoshiji Yamada, Jun Sakuma, Koji Tsuda
- Journal Title
  
  Proc. 2015 IEEE Symposium on Security and Privacy Workshops (SPW 2015)
  
  Volume: - Pages: 7-16
- DOI
  10.1109/spw.2015.14
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-24106010, KAKENHI-PROJECT-24680015
[Journal Article] An Efficient Secure Outsourcing of Genome-wide Association Studies2015
- Author(s)
  Wenjie Lu, Yoshiji Yamada, Jun Sakuma
- Journal Title
  
  2nd International Workshop on Genome Privacy and Security
  
  Volume: なし Pages: 3-6
- DOI
  10.1109/spw.2015.11
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24680015
[Journal Article] Privacy-preserving genome-wide association studies on cloud environment using fully homomorphic encryption2015
- Author(s)
  Wen-jie Lu, Yoshiji Yamada, Jun Sakuma
- Journal Title
  
  BMC Med Inform Decis Mak
  
  Volume: 15(Suppl 5) Issue: S5
- DOI
  10.1186/1472-6947-15-s5-s1
- NAID
  120007129972
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H04772, KAKENHI-PROJECT-24680015
[Journal Article] Neutralized Empirical Risk Minimization with Generalization Neutrality Bound2014
- Author(s)
  Kazuto Fukuchi, Jun Sakuma
- Journal Title
  
  The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2014
  
  Volume: 1 Pages: 21-30
- DOI
  10.1007/978-3-662-44848-9_27
- ISBN
  9783662448472, 9783662448489
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24680015, KAKENHI-PROJECT-25540094
[Journal Article] Bloom Filter Bootstrap: Privacy-Preserving Estimation of the Size of an Intersection2014
- Author(s)
  Hiroaki Kikuchi, Jun Sakuma, Bloom Filter Bootstrap
- Journal Title
  
  Journal of Information Processing
  
  Volume: 22 Issue: 2 Pages: 388-400
- DOI
  10.2197/ipsjjip.22.388
- NAID
  130003394485
- ISSN
  1882-6652
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300028
[Journal Article] Efficiency Improvement of Neutrality-Enhanced Recommendation2013
- Author(s)
  Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, and Jun Sakuma
- Journal Title
  
  Recsys'13, Human Decision Making
  
  Volume: Workshop Proceedings Pages: 1-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25540094
[Journal Article] UV構造を考慮した適応的複製選択による実数値GAの提案2010
- Author(s)
  大嶋彈, 宮前惇, 永田裕一, 小林重信, 小野功, 佐久間淳
- Journal Title
  
  人工知能学会論文誌 25
  
  Pages: 290-298
- NAID
  130000259121
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 実数値GAにおける生存選択モデルとしてのMGGとJGGの挙動解析2010
- Author(s)
  秋本洋平, 永田裕一, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 25
  
  Pages: 281-289
- NAID
  130000259120
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 適応的実数値交叉AREXの提案と評価2009
- Author(s)
  秋本洋平, 永田祐一, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.24,No 6
  
  Pages: 446-458
- NAID
  130000137880
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 機能分担CMA-ESの提案と評価2009
- Author(s)
  秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.24, No.1
  
  Pages: 58-68
- NAID
  130000098270
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] インスタンスベース政策最適化のための実数値GAと非ホロノミック系制御への適用2009
- Author(s)
  宮前惇, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 vol.24,No.1
  
  Pages: 104-115
- NAID
  130000098274
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 機能分担CMA-ESの提案と評価2009
- Author(s)
  秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 24巻・1号
  
  Pages: 58-68
- NAID
  130000098270
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] Large-scale k-means clustering with user-centric privacy-preservation2009
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  Knowledge and Information Systems
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] インスタンスベース最適化のための実数値GA と非ホロノミック系制御への適用2009
- Author(s)
  宮前淳, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 24,No.1
  
  Pages: 104-115
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 適応的実数値交叉AREXの提案と評価2009
- Author(s)
  秋本洋平, 永田裕一, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 24
  
  Pages: 104-115
- NAID
  130000137880
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 機能分担CMA-ES の提案と評価2009
- Author(s)
  秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 24, No.1
  
  Pages: 58-68
- NAID
  130000098270
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 機能分担多目的実数値GA : FS-MOGA の提案2009
- Author(s)
  濱田直希, 田中雅晴, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 24,No.1
  
  Pages: 116-126
- NAID
  130000098275
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] Large-scale k-means clustering with user-centric privacy-preservation2009
- Author(s)
  Jun Sakuma, Shigenobu Kobayashi
- Journal Title
  
  Knowledge and Information Systems (online)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 機能分担多目的実数値GA : FS-MOGAの提案2009
- Author(s)
  濱田直希, 田中雅晴, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 24巻・1号
  
  Pages: 116-126
- NAID
  130000098275
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 機能分担多目的実数値GA : FS-MOGAの提案2009
- Author(s)
  濱田直希, 田中雅晴, 佐久間淳, 小林重信, 小野功
- Journal Title
  
  人工知能学会論文誌 Vol.24, No.1
  
  Pages: 116-126
- NAID
  130000098275
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] インスタンスベース最適化のための実数値GAと非ホロノミック系制御への適用2009
- Author(s)
  宮前淳, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 24巻・1号
  
  Pages: 104-115
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 2段階GA"Solid EMO"によるレンズ系設計2008
- Author(s)
  田中雅晴, 秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.23, No.3
  
  Pages: 193-204
- NAID
  130000098070
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] Privacy-preserving Reinforcement Learning2008
- Author(s)
  Sakuma, J., Kobayashi, S., Wright, R.
- Journal Title
  
  Proc. of 25^<th> Int. Conf. on Machine Learning
  
  Pages: 864-871
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 混合分布推定のためのコンポーネントワイズEM2008
- Author(s)
  佐久間淳, 安藤晋, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.23, No.2
  
  Pages: 163-175
- NAID
  130000098075
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20700130
[Journal Article] 2段階GA"Solid EMO"によるレンズ系設計2008
- Author(s)
  田中雅晴, 秋元洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 23・3
  
  Pages: 193-204
- NAID
  130000098070
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 混合分布推定のためのコンポーネントワイズEM2008
- Author(s)
  佐久間淳, 安藤晋, 小林重信
- Journal Title
  
  人工知能学会論文誌 23巻・3号
  
  Pages: 163-175
- NAID
  130000098075
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 混合分布推定のためのコンポーネントワイズEM2008
- Author(s)
  佐久間淳, 安藤晋, 小林重信
- Journal Title
  
  人工知能学会論文誌 23
  
  Pages: 163-175
- NAID
  130000098075
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] 2段階GA"Solid EMO"によるレンズ系設計2008
- Author(s)
  田中雅晴, 秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 23
  
  Pages: 193-204
- NAID
  130000098070
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] 2段階GA "Solid EMO" によるレンズ系設計2008
- Author(s)
  田中雅晴, 秋本洋平, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 23,No.3
  
  Pages: 193-204
- NAID
  130000098070
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 混合分布推定のためのコンポーネントワイズEM2008
- Author(s)
  佐久間淳, 安藤晋, 小林重信
- Journal Title
  
  人工知能学会論文誌 23・3
  
  Pages: 163-175
- NAID
  130000098075
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 混合分布推定のためのコンポーネントワイズEM2008
- Author(s)
  佐久間淳, 安藤晋, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.23,No.3
  
  Pages: 163-175
- NAID
  130000098075
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 情報理論的枠組みに基づくマイノリティ集合の検出2007
- Author(s)
  安藤晋, 佐久間淳, 鈴木英之進, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.22,No.3
  
  Pages: 311-321
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 関数最適化のための制約対処法 : パレート降下修正オペレータ2007
- Author(s)
  原田健, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.22,No.4
  
  Pages: 364-374
- NAID
  10022007740
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] Uniform Sampling of Local Pareto-Optimal Solution Curves by Pareto Path Following and its Applications in Multi-objective GA2007
- Author(s)
  Harada, K., Sakuma, J., Kobayashi, S., and Ono, I.
- Journal Title
  
  Proc. Of the Genetic and Evolutionary Computation CGE(CCD )2007
  
  Pages: 813-820
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] カーネル密度推定器としての実数値交叉2007
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol.22,No.5
  
  Pages: 520-530
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] カーネル密度推定器としての実数値交叉2007
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  人工知能学会論文誌 22・5
  
  Pages: 520-530
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] 関数最適化のための制約対処法:パレート降下修正オペレータ2007
- Author(s)
  原田健, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 22・4
  
  Pages: 364-374
- NAID
  10022007740
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] Constraint-Handling Method for Multi-Objective Function Optimization: Pareto Descent Repair Operator2007
- Author(s)
  Harada, K., Sakuma, J., Kobayashi, S., and Ono, I.
- Journal Title
  
  Proc. of Evolutionary Multi-Criterion optimizatioh(EMD)2007
  
  Pages: 156-170
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19300076
[Journal Article] Constraint-Handling Method for Multi-Objective Function Optimization : Pareto Descent Repair Operator2007
- Author(s)
  K.Harada, J.Sakuma, I.Ono, S.Kobayashi
- Journal Title
  
  Proceedings of Evolutionary Multi-Criterion Optimization (発表予定)(to appear)
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] カーネル密度推定器としての実数値交叉2007
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  人工知能学会論文誌 22
  
  Pages: 520-530
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] 多目的関数最適化におけるGAと局所探索の組み合わせ : GA then LSの推奨2006
- Author(s)
  原田健, 池田心, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21・6
  
  Pages: 482-492
- NAID
  10022566669
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 実数値GA/MGGにおける適応度評価の削減 : Saving MGGの提案と評価2006
- Author(s)
  田中雅晴, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 21 No. 6
  
  Pages: 547-555
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] 多目的関数最適化におけるGAと局所探索の組み合わせ;GA then LSの推奨2006
- Author(s)
  原田健, 池田心, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21
  
  Pages: 482-492
- NAID
  10022566669
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 内積比較プロトコルに基づく分散巡回セールスマン問題のセキュアな最適化2006
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  電子情報通信学会コンピュータセキュリティ研究会(IPSJ-CSEC) (CD-ROM)
- NAID
  110004809659
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] 多目的最適化のための局所探索:パレート降下法2006
- Author(s)
  原田健, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  第18回自律分散システム・シンポジウム資料
  
  Pages: 351-356
- NAID
  10022566657
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 形状可変ロボットによる凹凸地面走行の学習2006
- Author(s)
  藤野智宏, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  第18回自律分散システム・シンポジウム資料
  
  Pages: 105-110
- NAID
  10022566209
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 多目的関数最適化におけるGAと局所探索の組み合わせ : GA then LSの推奨2006
- Author(s)
  原田健, 佐久間淳, 池田心, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 21 No. 6
  
  Pages: 482-492
- NAID
  10022566669
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] Hybridization of Genetic Algorithm with Local Search in Multiobjective Function optimization : Recommendation of GA then LS2006
- Author(s)
  Harada, K., Ikeda, K., Sakuma, J., Ono, I., Kobayashi, S.
- Journal Title
  
  Journal of Japanese Society for Artificial Intelligence Vol.21, No.6
  
  Pages: 482-492
- NAID
  10022006759
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] プライバシーを考慮したクライアント/サーバモデルにおける巡回セールスマン問題の最適化2006
- Author(s)
  佐久間淳, 小野功, 小林重信
- Journal Title
  
  システム工学部会研究会予稿集
  
  Pages: 117-122
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] 多目的関数最適化におけるGAと局所探索の組み合わせ:GA then LAの推奨2006
- Author(s)
  原田健, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  第18回自律分散システム・シンポジウム資料
  
  Pages: 357-362
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] SLIP : A Sophisticated Learner for Instance-based Policy using Hybrid GA2006
- Author(s)
  Tsuchiya, C., Shiokawa, Y., Ikeda, K., Sakuma, J., Ono, ' I., Kobayashi, S.
- Journal Title
  
  Transactions of Society of Instrument and Control Engineers Vol.42, No.12
  
  Pages: 1344-1352
- NAID
  10018422330
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] P2Pネットワークにおけるプライバシを保護したk-meanクラスタリング2006
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  暗号と情報セキュリティシンポジウム(SCIS) (CD-ROM)
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] 実数値GAによるインスタンスベース政策の最適化2006
- Author(s)
  土谷千加夫佐久間淳, 小野功, 小林重信
- Journal Title
  
  第33回知能システムシンポジウム資料
  
  Pages: 43-48
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] Saving MGG : 実数値GA/MGGにおける適応度評価回数の削減2006
- Author(s)
  田中雅晴, 土谷千加夫, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21・6
  
  Pages: 547-555
- NAID
  10022006907
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] プライバシを保護した内積比較プロトコルの提案2006
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  電子情報通信学会コンピュータセキュリティ研究会(IPSJ-CSEC) (CD-ROM)
- NAID
  110004809658
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] ハイブリッドGAによるインスタンスベース政策学習-SLIPの提案と評価-2006
- Author(s)
  土谷千加夫, 塩川祐介, 池田心, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  計測自動制御学会論文集 42・12
  
  Pages: 1344-1352
- NAID
  10018422330
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 多目的関数最適化のための局所探索 : パレート降下法2006
- Author(s)
  原田健, 池田心, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 Vol. 21 No. 6
  
  Pages: 340-350
- NAID
  10022006535
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] 把持・繰り動作のプランニングと強化学習2006
- Author(s)
  石見幸樹, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  第18回自律分散システム・シンポジウム資料
  
  Pages: 143-148
- NAID
  10022566265
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] P2Pネットワークにおけるプライバシを保護した非同期平均計算プロトコル2006
- Author(s)
  佐久間淳, 小林重信
- Journal Title
  
  暗号と情報セキュリティシンポジウム(SCIS) (CD-ROM)
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] Local Search for Multiobjective Function optimization : Pareto Descent Method2006
- Author(s)
  Harada, K., Sakuma, J., Ikeda, K., Ono, I., Kobayashi, S.
- Journal Title
  
  Journal of Japanese Society for Artificial Intelligence Vol.21, No.4
  
  Pages: 340-350
- NAID
  10022006535
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] ハイブリッドGAによるインスタントスペース政策学習-SLIPの提案と評価-2006
- Author(s)
  土谷千加夫, 塩川裕介, 池田心, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  計測自動制御学会論文集 42
  
  Pages: 1344-1352
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] Local Search for Multiobjective Function Optimization : Pareto Descent Method2006
- Author(s)
  K.Harada, J.Sakuma, S.Kobayashi, K.Ikeda, I.Ono
- Journal Title
  
  Proceedings of the Genetic and Evolutionary Computation Conference
  
  Pages: 667-674
- NAID
  10022006535
- Data Source
  KAKENHI-PROJECT-18700137
[Journal Article] Saving MGG : Reducing Fitness Evaluations for Real-coded GA/MGG2006
- Author(s)
  Tanaka, M., Tsuchiya, H., Sakuma,.J., Ono, I., Kobayashi, S.
- Journal Title
  
  Journal of Japanese Society for Artificial Intelligence Vol.21, No.6
  
  Pages: 547-555
- NAID
  10022006907
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 多目的関数最適化のための局所探索 : パレート降下法2006
- Author(s)
  原田健, 佐久間淳, 池田心, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21
  
  Pages: 340-350
- NAID
  10022006535
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] ヒトの関節軌道データと逆運動学を利用した2足歩行ロボットの学習2006
- Author(s)
  村田栄理, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  第38回システム工学部会研究会資料
  
  Pages: 93-98
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] Saving MGG : 実数値GA/MGGにおける適応度評価回数の削減2006
- Author(s)
  田中雅晴, 土谷千加夫, 佐久間淳, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21
  
  Pages: 547-555
- NAID
  10022006907
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 多目的関数最適化のための局所探索 : パレー卜降下法2006
- Author(s)
  原田健, 佐久間淳, 池田心, 小野功, 小林重信
- Journal Title
  
  人工知能学会論文誌 21・4
  
  Pages: 340-350
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] GAによる政策探索における政策表現と学習効率2005
- Author(s)
  土谷千加夫, 佐久間淳, 小林重信
- Journal Title
  
  SICE第17回自律分散シンポジウム資料
  
  Pages: 289-294
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] 重点サンプリングを用いたGAによる強化学習2005
- Author(s)
  土谷千加夫, 木村元, 佐久間淳, 小林重信
- Journal Title
  
  人工知能学会論文誌 20巻・1A号
  
  Pages: 1-10
- NAID
  10022004767
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] Reinforcement Learning by GA using Importance Sampling2005
- Author(s)
  Tsuchiya, C., Kimura, H., Sakuma, J., Kobayashi, S.
- Journal Title
  
  Journal of Japanese Society for Artificial Intelligence Vol.20, No.1
  
  Pages: 1-10
- NAID
  10022004767
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Journal Article] マルチパーティーによるセキュアなSNPs連鎖解析2005
- Author(s)
  佐久間淳, 浦本直彦
- Journal Title
  
  コンピューターセキュリティシンポジウム2005
  
  Pages: 187-192
- Data Source
  KAKENHI-PROJECT-17650012
[Journal Article] 重点サンプリングを用いたGAによる強化学習2005
- Author(s)
  土谷千加夫, 木村元, 佐久間淳, 小林重信
- Journal Title
  
  人工知能学会論文誌 20・1
  
  Pages: 1-10
- NAID
  10022004767
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16300040
[Presentation] CAMRI Loss: Improving Recall of a Specific Class without Sacrificing Accuracy2022
- Author(s)
  Daiki Nishiyama, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
- Organizer
  IJCNN 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H04099
[Presentation] Generate (non-software) Bugs to Fool Classifiers2020
- Author(s)
  Hiromu Yakura, Youhei Akimoto, Jun Sakuma
- Organizer
  The 34th AAAI Conference on Artificial Intelligence (AAAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H04099
[Presentation] Generate (Non-Software) Bugs to Fool Classifiers2020
- Author(s)
  Hiromu Yakura, Youhei Akimoto, Jun Sakuma
- Organizer
  AAAI 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H04099
[Presentation] Robust Audio Adversarial Example for a Physical Attack2019
- Author(s)
  Hiromu Yakura, Jun Sakuma
- Organizer
  The 28th International Joint Conference on Artificial Intelligence (IJCAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H04099
[Presentation] Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs2019
- Author(s)
  Thien Q. Tran, Jun Sakuma
- Organizer
  25th ACM SIGKDD Conference On Knowledge Discovery And Data Mining (SIGKDD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H04099
[Presentation] リンケージポリシ執行を保証するレコードリンケージ2016
- Author(s)
  海寳貴人，陸文杰，佐久間淳
- Organizer
  第8回データ工学と情報マネジメントに関するフォーラム(DEIM2016)
- Place of Presentation
  ヒルトン福岡シーホーク（福岡県福岡市）
- Year and Date
  2016-02-29
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Efficient Secure Outsourcing of GWAS2015
- Author(s)
  Wen-jie Lu, Yoshiji Yamada, Jun Sakuma
- Organizer
  PRIVAGEN
- Place of Presentation
  産業技術総合研究所臨海副都心センター別館（東京都江東区）
- Year and Date
  2015-09-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] プライバシーポリシー執行を保証する関数評価2015
- Author(s)
  佐久間淳、陸文傑、西出隆志、國廣昇
- Organizer
  コンピュータセキュリティシンポジウム(CSS)2015
- Place of Presentation
  長崎ブリックホール（長崎県長崎市）
- Year and Date
  2015-10-21
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Evaluation of Privacy Breaches from Genetic Testing Results2015
- Author(s)
  荒井ひろみ津田宏治佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム2015
- Place of Presentation
  長崎ブリックホール（長崎県長崎市）
- Year and Date
  2015-10-21
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 差分プライバシを保証した外れ値分析アルゴリズムの高速化2015
- Author(s)
  岡田莉奈、福地一斗、佐久間淳
- Organizer
  第18回情報論理的学習論と機械学習ワークショップ(IBISWS)
- Place of Presentation
  つくば国際会議場（茨城県つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 自己情報コントロール設定における線形分類学習の理論的脆弱性評価2015
- Author(s)
  小林星平, 奥村翔太, 竹内一郎, 佐久間淳
- Organizer
  第18回情報論理的学習論と機械学習ワークショップ(IBISWS)
- Place of Presentation
  つくば国際会議場（茨城県つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] arge margin仮定における多重仮説検定の差分プライバシ2015
- Author(s)
  柿崎和也、佐久間淳
- Organizer
  第18回情報論理的学習論と機械学習ワークショップ(IBISWS)
- Place of Presentation
  つくば国際会議場（茨城県つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 相互情報量の推定におけるMinimax最適推定量2015
- Author(s)
  福地一斗, 佐久間淳
- Organizer
  第18回情報論理的学習論と機械学習ワークショップ(IBISWS)
- Place of Presentation
  つくば国際会議場（茨城県つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 準同型暗号による統計解析のアウトソーシング II: 予測モデリング2015
- Author(s)
  川崎将平, 陸文杰, 佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム(CSS)2015
- Place of Presentation
  長崎ブリックホール（長崎県長崎市）
- Year and Date
  2015-10-21
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 準同型暗号による統計解析のアウトソーシング I: 記述統計量2015
- Author(s)
  陸文杰, 川崎将平, 佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム(CSS)2015
- Place of Presentation
  長崎ブリックホール（長崎県長崎市）
- Year and Date
  2015-10-21
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Secure Edit-distance Computation over homomoRphic Encrypted daTa2015
- Author(s)
  Yuchen Zhang, Wenrui Dai, Shuang Wang, Miran Kim, Kristin Lauter, Jun Sakuma, Hongkai Xiong and Xiaoqian Jiang
- Organizer
  The 5th Annual Translational Bioinformatics Conference 2015
- Place of Presentation
  ベルサール西新宿（東京都新宿区）
- Year and Date
  2015-11-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 疾患リスク公開による遺伝情報の推定リスクの評価2015
- Author(s)
  草野光亮, 竹内一郎, 山田芳司, 佐久間淳
- Organizer
  第18回情報論理的学習論と機械学習ワークショップ(IBISWS)
- Place of Presentation
  つくば国際会議場（茨城県つくば市）
- Year and Date
  2015-11-25
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 多重仮説検定の差分プライバシー2015
- Author(s)
  柿崎和也，佐久間淳
- Organizer
  情報論理的学習論と機械学習研究会(IBISML)
- Place of Presentation
  沖縄先端科学技術大学院大学（沖縄県国頭郡）
- Year and Date
  2015-06-23
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 整数行列分解に基づく大規模近似PIR2013
- Author(s)
  原田弘毅, 照屋唯紀,佐久間淳
- Organizer
  2013年暗号と情報セキュリティシンポジウム(SCIS2013), 2C2-3, (2013)
- Place of Presentation
  京都
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloom Filter Bootstrap : Privacy-Preserving Estimation of the Size of an Intersection2013
- Author(s)
  Hiroaki Kikuchi, Jun Sakuma
- Organizer
  Data and Applications Security and Privacy XXVII (DBSec 2013), (Springer)
- Place of Presentation
  LNCS (Volume 7964, pp 145-163)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy-preserving Logistic Regression2013
- Author(s)
  Shuang Wu, Tadanori Teruya, Junpei Kawamoto, Jun Sakuma, Hiroaki Kikuchi
- Organizer
  第27回人工知能学会全国大会, 3L1-OS-06a-3.
- Place of Presentation
  富山国際会議場
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy-preserving Logistic Regression2013
- Author(s)
  Shuang Wu, Tadanori Teruya, Junpei Kawamoto, Jun Sakuma, Hiroaki Kikuchi
- Organizer
  第27回人工知能学会全国大会
- Place of Presentation
  (3L1-OS-06a-3)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] 整数行列分解に基づく大規模近似PIR2013
- Author(s)
  原田弘毅, 照屋唯紀, 佐久間淳
- Organizer
  2013年暗号と情報セキュリティシンポジウム(SCIS2013)
- Place of Presentation
  ウェスティン都ホテル京都(京都府)
- Year and Date
  2013-01-23
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Privacy-preserving Online Logistic Regression Based on Homomorphic Encryption2013
- Author(s)
  Shuang Wu, Junpei Kawamoto, Hiroaki Kikuchi, Jun Sakuma
- Organizer
  信学技報, vol. 113, no. 139, IBISML2013-10, pp. 67-74.
- Place of Presentation
  早稲田大学
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] 傾向性の検定における秘匿疫学調査プロトコル2013
- Author(s)
  佐藤智貴，菊池浩明，佐久間淳
- Organizer
  暗号と情報セキュリティシンポジウム (SCIS 2013)
- Place of Presentation
  京都
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy-Preserving Protocol for Epidemiology in Effect of Radiation2013
- Author(s)
  Hiroaki Kikuchi Tomoki Sato Jun Sakuma
- Organizer
  the 2013 Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS '13), pp. 831-836, IEEE, 2013.
- Place of Presentation
  Asia University, Taiwan
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy-Preserving Protocol for Epidemiology in Effect of Radiation2013
- Author(s)
  Hiroaki Kikuchi , Tomoki Sato , Jun Sakuma
- Organizer
  Proceedings of the 2013 Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS'13)
- Place of Presentation
  IEEE
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloom Filter Bootstrap: Privacy-Preserving Estimation of the Size of an Intersection2013
- Author(s)
  Hiroaki Kikuchi, Jun Sakuma
- Organizer
  Data and Applications Security and Privacy XXVII (DBSec 2013), Springer, LNCS Volume 7964, pp 145-163, 2013.
- Place of Presentation
  Newark, NJ, USA
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] リンク予測のためのノード情報とリンク構造を組み合わせたペアワイズカーネル2013
- Author(s)
  長谷川聡, 佐久間淳
- Organizer
  第27回人工知能学会全国大会
- Place of Presentation
  富山国際会議場
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Privacy-preserving Online LogiPstic Regression Based on Homomorphic Encryption2013
- Author(s)
  Shuang Wu, Junpei Kawamoto, Hiroaki Kikuchi, Jun Sakuma
- Organizer
  信学技報
- Place of Presentation
  (vol.113, no.139, IBISML2013-10, pp.67-74)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloom Filter を用いた積集合サイズのベイズ推定とそのプライバシー保護疫学調査への応用2012
- Author(s)
  菊池浩明，佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム (CSS 2012)
- Place of Presentation
  松江
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Locality Sensitive Hashing に基づく暗号理論的に安全なk 近傍探索法2012
- Author(s)
  原田弘毅, 青木良樹, 佐久間淳
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  ゆ～あいプラザ山口県社会福祉会館(山口県)
- Year and Date
  2012-06-14
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Bloom Filterを用いた積集合サイズのベイズ推定とそのプライバシー保護疫学調査への応用2012
- Author(s)
  菊池浩明, 佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム2012 (CSS2012)
- Place of Presentation
  くにびきメッセ(島根県)
- Year and Date
  2012-10-31
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] プライバシーを保護したピロリ菌疫学調査2012
- Author(s)
  菊池浩明,佐久間淳,三上春夫
- Organizer
  2012年度人工知能学会全国大会(第26回)
- Place of Presentation
  (3I2-OS-20-9, pp. 1-4)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] プライバシー保護確率検定システムの実装と評価2012
- Author(s)
  佐藤智貴，菊池浩明，佐久間淳
- Organizer
  信学技報
- Place of Presentation
  広島
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] プライバシーを保護したピロリ菌疫学調査2012
- Author(s)
  菊池浩明，佐久間淳，三上春夫
- Organizer
  2012年度人工知能学会全国大会（第26回)
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloom Filterを用いた積集合サイズのベイズ推定とそのプライバシー保護疫学調査への応用2012
- Author(s)
  菊池浩明,佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム(CSS 2012)
- Place of Presentation
  IPSJ (優秀論文賞受賞)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Locality Sensitive Hashing に基づく暗号理論的に安全なk 近傍探索法2012
- Author(s)
  原田弘毅,青木良樹, 佐久間淳
- Organizer
  第26回人工知能学会全国大会, オンライン予稿集, pp.1-4, (2012).
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloomフィルタを用いたマッチング数の秘匿比較2011
- Author(s)
  菊池浩明,佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム2011
- Place of Presentation
  情報処理学会 (2C4-3, pp.516-521)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy Preserving Semi-Supervised Learning for Labeled Graphs2011
- Author(s)
  Hiromi Arai and Jun Sakuma
- Organizer
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2011)
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Bloomフィルタを用いたマッチング数の秘匿比較2011
- Author(s)
  菊池浩明, 佐久間淳
- Organizer
  コンピュータセキュリティシンポジウム2011
- Place of Presentation
  朱鷺メッセ:新潟コンベンションセンター(新潟)
- Year and Date
  2011-10-20
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] プライバシーを保護した放射線疫学調査システム2011
- Author(s)
  佐藤智貴, 菊池浩明, 佐久間淳
- Organizer
  情報処理学会コンピュータセキュリティ(CSEC)研究会
- Place of Presentation
  静岡大学浜松キャンパス佐鳴会館(静岡)
- Year and Date
  2011-07-13
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Privacy Preserving Semi-Supervised Learning for Labeled Graphs2011
- Author(s)
  Hiromi Arai, Jun Sakuma
- Organizer
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2011)
- Place of Presentation
  Athen, Greece
- Year and Date
  2011-09-09
- Data Source
  KAKENHI-PROJECT-22300028
[Presentation] Link analysis for private weighted graphs2009
- Author(s)
  Jun Sakuma, Shigenobu Kobayashi
- Organizer
  ACM SIGIR Special Interest Group on Information Retrieval
- Place of Presentation
  Boston, USA
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Adaptation of Expansion Rate for Real-coded Crossovers2009
- Author(s)
  Akimoto, Y., Sakuma, J., Ono, I., and Kobayashi, S.
- Organizer
  Proc. of Genetic and Evolutionary Computation Conf
- Place of Presentation
  Montreal, Canada(739-746)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Link analysis for private weighted graphs.2009
- Author(s)
  Jun Sakuma, Shigenobu Kobayashi
- Organizer
  SIGIR 2009
- Place of Presentation
  Boston, USA
- Year and Date
  2009-07-21
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Privacy-Preserving Evaluation of Generalization Error and Its Application to Model and Attribute Selection2009
- Author(s)
  Jun Sakuma, Rebecca N.Wright
- Organizer
  Asian Conference on Machine Learning 2009
- Place of Presentation
  Nanjing, China
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] A New Real-coded Genetic Algorithm Using the Adaptive Selection Network for Detecting Multiple Optima2009
- Author(s)
  Oshima, D., Miyamae, A., Sakuma, J., Kobayashi, S. and Ono, I
- Organizer
  xProc. of 2009 Congress on Evolutionary Computation (CEC 2009)
- Place of Presentation
  Troudhein, Norway(1912-1919)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Adaptation of expansion rate for real-coded crossover2009
- Author(s)
  Youhei Akimoto, Jun Sakuma, Isao Ono, Shigenobu Kobayashi
- Organizer
  The Genetic and Evolutionary Computation Conference(GECCO-2009)
- Place of Presentation
  Montreal, Canada
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Privacy-Preserving Evaluation of Generalization Error and Its Application to Model and Attribute Selection。2009
- Author(s)
  Jun Sakuma, Rebecca N. Wright
- Organizer
  ACML 2009
- Place of Presentation
  Nanjing, CHINA
- Year and Date
  2009-11-03
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Optimization of Instance-based Policy Based on real-coded Genetic Algorithms2008
- Author(s)
  Miyamae, J., Sakuma, J., Ono, I., and Kobayashi, S.
- Organizer
  Proc. of IEEE Conf. on Soft Computing in Industrial Applications (SMCia)
- Place of Presentation
  Hokkaido, Japan(338-343)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Functional- Specialization Multi-Objective Real-Coded Genetic Algorithm : FS-MOGA2008
- Author(s)
  Hamada, N., Sakuma, J., Kobayashi, S. and Ono, I
- Organizer
  Proc. of Parallel Problem Solving from Nature - PPSN X
- Place of Presentation
  Dortmund, Germany(691-701)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Functionally Specialized CMA-ES : A Modification of CMA-ES Based on the Specialization of the Functions of Covariance Matrix Adaptation and Step Size Adaptation2008
- Author(s)
  Akimoto, Y., Sakuma, J., Ono, I., and Kobayashi, S
- Organizer
  Proc. of Genetic and Evolutionary Computation Conf. (GECCO 2008)
- Place of Presentation
  Atlanta, USA(479-486)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Functional-Specialization Multi-Objective Real-Coded Genetic Algorithm : FS-MOGA2008
- Author(s)
  Naoki Hamada, Jun Sakuma, Shigenobu Kobayashi, Isao Ono
- Organizer
  10th International Conference on Parallel Problem Solving from Nature (PPSN) 2008
- Place of Presentation
  Dortmund, Germany
- Year and Date
  2008-09-15
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Optimization of Instance-based Policy Based on Real-coded Ge netic Algorithms2008
- Author(s)
  Atsushi Miyamae, Jun Sakuma, Isao Ono and Shigenobu Kobayashi
- Organizer
  Proceedings of the 2008 IEEE Conference on Soft Computing in Industrial Applications (SMCia/08)
- Place of Presentation
  Muroran, Japan
- Year and Date
  2008-07-07
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Privacy-preserving reinforcement learning2008
- Author(s)
  Jun Sakuma, Shigenobu Kobayashi, Rebecca N. Wright
- Organizer
  ICML 2008
- Place of Presentation
  Helshinki, FINLAND
- Year and Date
  2008-07-07
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Large-scale k-means Clustering with User-centric Privacy Preservation2008
- Author(s)
  Sakuma, J. and Kobayashi, S
- Organizer
  Proc. of PAKDD, Lecture Notes in Computer Science
- Place of Presentation
  Springer(Vol. 5012)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Large-scale k-means Clustering with User-Centric Privacy Preservation2008
- Author(s)
  Jun Sakuma and Shigenobu Kobayashi
- Organizer
  The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
- Place of Presentation
  Osaka, Japan
- Year and Date
  2008-05-22
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Privacy- preserving Reinforcement Learning2008
- Author(s)
  Sakuma, J., Kobayashi, S. and Wright,R
- Organizer
  Proc. of 25^<th> Int. Conf. on Machine Learning (ICML)
- Place of Presentation
  Helsinki, Finland(864-871)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Privacy-preserving Reinforcement Learning2008
- Author(s)
  Jun Sakuma and Shigenobu Kobayashi
- Organizer
  International conference on Machine Learning
- Place of Presentation
  Helsinki, Finland
- Year and Date
  2008-07-07
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Functionally Specialized CMA-ES : A Modification of CMA-ES based on the Specialization of the Functions of Covariance Matrix Adaptation and Step Size Adaptation2008
- Author(s)
  Youhei Akimoto, Jun Sakuma, Shigenobu Kobayashi, Isao Ono
- Organizer
  Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2008)
- Place of Presentation
  Atlanta, USA
- Year and Date
  2008-07-13
- Data Source
  KAKENHI-PROJECT-20700130
[Presentation] Uniform Sampling of Local Pareto-Optimal Solution Curves by Pareto Path Following and its Applications in Multi-objective GA2007
- Author(s)
  Harada, K., Sakuma, J., Kobayashi, S., and Ono, I.
- Organizer
  Proc. of Genetic and Evolutionary Computation Conf. (GECCO 2007)
- Place of Presentation
  London, England(813-820)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] Constraint-Handling Method for Multi-objective Function Optimization : Pareto Descent Repair Operator2007
- Author(s)
  Harada, K., Sakuma, J., Ono, I., and Kobayashi, S.
- Organizer
  Proc. of Evolutionary Multi-criterion Optimization (EMO 2007)
- Place of Presentation
  Matsushima, Japan(156-170)
- Data Source
  KAKENHI-PROJECT-19300076
[Presentation] ペアワイズ共リンク伝播カーネル
- Author(s)
  長谷川聡, 佐久間淳
- Organizer
  第13回IBISML研究会
- Place of Presentation
  早稲田大学
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Somewhat 準同型暗号上の行列ベクトル積のための効率的なパッキング手法
- Author(s)
  陸文杰，佐久間　淳
- Organizer
  2015年暗号と情報セキュリティシンポジウム(SCIS2015)
- Place of Presentation
  リーガロイヤルホテル小倉（福岡県）
- Year and Date
  2015-01-20 – 2015-01-23
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] クラウドセンシングにおける差分プライバシーを保証した線形回帰モデル学習
- Author(s)
  チャンクワンカイ, 福地一斗，佐久間淳
- Organizer
  第17回情報論的学習理論ワークショップ(IBIS2014)
- Place of Presentation
  名古屋大学・名古屋工業大学（愛知県）
- Year and Date
  2014-11-16 – 2014-11-19
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Correcting Popularity Bias by Enhancing Recommendation Neutrality.
- Author(s)
  Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma
- Organizer
  Poster Proceedings of the 8th ACM Conference on Recommender Systems, RecSys 2014
- Place of Presentation
  the Crowne Plaza hotel, Foster City, Silicon Valley, CA, USA
- Year and Date
  2014-10-06 – 2014-10-10
- Data Source
  KAKENHI-PROJECT-25540094
[Presentation] 共分散中立性リスクにおける中立経験リスク最小化
- Author(s)
  福地一斗, 佐久間淳
- Organizer
  第18回情報論的学習理論と機械学習（IBISML)研究会
- Place of Presentation
  筑波大学（茨城県）
- Year and Date
  2014-09-01 – 2014-09-02
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Privacy-preserving Online Logistic Regression Based on Homomorphic Encryption
- Author(s)
  Shuang Wu, Junpei Kawamoto, Hiroaki Kikuchi, Jun Sakuma
- Organizer
  第13回IBISML研究会
- Place of Presentation
  早稲田大学
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] Privacy-preserving Logistic Regression
- Author(s)
  Shuang Wu,Tadanori Teruya, Junpei Kawamoto, Jun Sakuma, Hiroaki Kikuchi
- Organizer
  第27回人工知能学会全国大会
- Place of Presentation
  富山国際会議場
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 差分プライバシを保証した外れ値検出
- Author(s)
  岡田莉奈，福地一斗，佐久間淳
- Organizer
  第7回データ工学と情報マネジメントに関するフォーラム(DEIM2015)
- Place of Presentation
  磐梯熱海ホテル華の湯（福島県）
- Year and Date
  2015-03-02 – 2015-03-04
- Data Source
  KAKENHI-PROJECT-24680015
[Presentation] 匿名化データからのロバスト線形回帰とその汎化誤差解析
- Author(s)
  小林星平, 佐久間淳
- Organizer
  2014年暗号と情報セキュリティシンポジウム(SCIS2014)
- Place of Presentation
  鹿児島
- Data Source
  KAKENHI-PROJECT-25540094

1. KOBAYASHI Shigenobu (40016697)

# of Collaborated Projects: 3 results

# of Collaborated Products: 56 results
2. 村上隆夫 (80587981)

# of Collaborated Projects: 3 results

# of Collaborated Products: 1 results
3. KIKUCHI HIROAKI (20266365)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. KAMISHIMA Toshihiro (50356820)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
5. 日野英逸 (10580079)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
6. ONO Isao (00304551)

# of Collaborated Projects: 1 results

# of Collaborated Products: 20 results
7. KAWASHIMA Hideyuki (90407148)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. SARUWATARI Shunsuke (50507811)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 木村元 (40302963)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
10. 兼村厚範 (50580297)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 松田隆宏 (60709492)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 中川裕志 (20134893)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 渡辺知恵美 (20362832)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 木村映善 (20363244)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 森達哉 (60708551)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 菅原健 (60785236)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 澤田賢治 (80550946)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 清水昌平 (10509871)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 秋本洋平 (20709654)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. 福地一斗 (30838090)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. 仙田涼摩 (70965574)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. 南和宏 (10579410)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
23. Attrapadung Nuttapong (40515300)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. 曹洋 (60836344)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
25. 大原一真 (80836479)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
26. TSUDA Koji

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
27. 菊地浩明

# of Collaborated Projects: 0 results

# of Collaborated Products: 17 results
28. 山田芳司

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Sakuma Jun 佐久間 淳

SAKUMA Jun 佐久間 淳

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Understanding Attack Mechanisms against AI through Causal Structures of Classification and Building CountermeasuresPrincipal Investigator

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Deep learning security and privacy focused on human-machine recognition gapPrincipal Investigator

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Statistical Security of Machine LearningPrincipal Investigator

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Establishment of Self-information Control Mechanism for Machine LearningPrincipal Investigator

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Outsourcing of privacy preserving data mining for large-scale non-structured informationPrincipal Investigator

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Privacy-aware Optimization and Learning in Multi-agent environmentsPrincipal Investigator

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局所尤度推定クラスタリングと多目的GAによる優良解綱羅戦略とその応用Principal Investigator

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Sakuma Jun 佐久間淳

SAKUMA Jun 佐久間淳