Jun Sakuma

About Jun Sakuma

Jun Sakuma, With an exceptional h-index of 33 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Tsukuba, specializes in the field of Machine Learning, AI Security, Data Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Demographic Parity Constrained Minimax Optimal Regression under Linear Model

ノックオフによる画像分類器の統計的有意なコンセプトに基づく説明

Instance-level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space

Privformer: Privacy-preserving transformer with mpc

少数のセンシティブ属性を用いた公平な学習

CAMRI Loss: Improving the Recall of a Specific Class without Sacrificing Accuracy

Covariance matrix adaptation evolutionary strategy with worst-case ranking approximation for min–max optimization and its application to berthing control tasks

精度劣化を伴わない特定クラスの再現率改善のための分類器学習

Jun Sakuma Information

University

Position

Professor of / RIKEN AIP

Citations(all)

4860

Citations(since 2020)

3139

Cited By

2414

hIndex(all)

33

hIndex(since 2020)

23

i10Index(all)

84

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Jun Sakuma Skills & Research Interests

Machine Learning

AI Security

Data Privacy

Top articles of Jun Sakuma

Title

Journal

Author(s)

Publication Date

Demographic Parity Constrained Minimax Optimal Regression under Linear Model

Advances in Neural Information Processing Systems

Kazuto Fukuchi

Jun Sakuma

2024/2/13

ノックオフによる画像分類器の統計的有意なコンセプトに基づく説明

福地一斗, 秋本洋平, 佐久間淳

2023

Instance-level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space

arXiv preprint arXiv:2304.00436

Yuwei Sun

Hideya Ochiai

Jun Sakuma

2023/4/2

Privformer: Privacy-preserving transformer with mpc

Yoshimasa Akimoto

Kazuto Fukuchi

Youhei Akimoto

Jun Sakuma

2023/7/3

少数のセンシティブ属性を用いた公平な学習

小路口望, 福地一斗, 秋本洋平, 佐久間淳

2023

CAMRI Loss: Improving the Recall of a Specific Class without Sacrificing Accuracy

IEICE TRANSACTIONS on Information and Systems

Daiki Nishiyama

Kazuto Fukuchi

Youhei Akimoto

Jun Sakuma

2023/4/1

Covariance matrix adaptation evolutionary strategy with worst-case ranking approximation for min–max optimization and its application to berthing control tasks

ACM Transactions on Evolutionary Learning

Atsuhiro Miyagi

Yoshiki Miyauchi

Atsuo Maki

Kazuto Fukuchi

Jun Sakuma

...

2023/6/28

精度劣化を伴わない特定クラスの再現率改善のための分類器学習

西山大輝, 福地一斗, 秋本洋平, 佐久間淳

2023

Unauthorized AI cannot recognize me: Reversible adversarial example

Pattern Recognition

Jiayang Liu

Weiming Zhang

Kazuto Fukuchi

Youhei Akimoto

Jun Sakuma

2023/2/1

Statistically significant concept-based explanation of image classifiers via model knockoffs

arXiv preprint arXiv:2305.18362

Kaiwen Xu

Kazuto Fukuchi

Youhei Akimoto

Jun Sakuma

2023/5/27

Certified defense for content based image retrieval

Kazuya Kakizaki

Kazuto Fukuchi

Jun Sakuma

2023

コンセプトをトリガーとしたステルス性の高いバックドア攻撃

大磯秀幸, 福地一斗, 秋本洋平, 佐久間淳

2023

Attacking Distance-aware Attack: Semi-targeted Model Poisoning on Federated Learning

IEEE Transactions on Artificial Intelligence

Yuwei Sun

Hideya Ochiai

Jun Sakuma

2023/5/26

Heterogeneous Domain Adaptation with Positive and Unlabeled Data

Junki Mori

Ryo Furukawa

Isamu Teranishi

Jun Sakuma

2023/12/15

Adaptive scenario subset selection for worst-case optimization and its application to well placement optimization

Applied Soft Computing

Atsuhiro Miyagi

Kazuto Fukuchi

Jun Sakuma

Youhei Akimoto

2023/1/1

正例とラベル無しデータによる異種ドメイン適応

森隼基, 古川諒, 寺西勇, 佐久間淳

2023

Convergence rate of the (1+ 1)-ES on locally strongly convex and lipschitz smooth functions

IEEE Transactions on Evolutionary Computation

Daiki Morinaga

Kazuto Fukuchi

Jun Sakuma

Youhei Akimoto

2023/4/13

物理的に実現可能な特徴をトリガーとしたクリーンラベルバックドア攻撃

コンピュータセキュリティシンポジウム 2023 論文集

大磯秀幸, 福地一斗, 秋本洋平, 佐久間淳

2023/10/23

筑波大学におけるデータサイエンスリテラシー教育

大学教育と情報

岡瑞起, 佐久間淳, 津川翔, 福地一斗, 平田祥人

2022

Locally Differentially Private Minimum Finding

IEICE TRANSACTIONS on Information and Systems

Kazuto Fukuchi

Chia-Mu Yu

Jun Sakuma

2022/8/1

See List of Professors in Jun Sakuma University(University of Tsukuba)

Co-Authors

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