Sakuma, Jun
- Robust Watermarking of Neural Network with Exponential Weighting
2019/01/18 by Ryota Namba, Jun Sakuma, Namba, Ryota +1 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
- Unauthorized AI cannot Recognize Me: Reversible Adversarial Example
2018/11/01 by Liu, Jiayang, Zhang, Weiming, Fukuchi, Kazuto +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
2022/11/07 by Takumi Tanabe, Rei Sato, Tanabe, Takumi +7 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuel Cells and Related Materials #I.2.6 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research
- Differentially Private Empirical Risk Minimization with Input Perturbation
2017/10/20 by Kazuto Fukuchi, Fukuchi, Kazuto, Quang Khai Tran +3 · 2 citations
Computer Science · Decision Sciences · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Probability and Risk Models
- Differentially Private Analysis of Outliers
2015/07/24 by Rina Okada, Kazuto Fukuchi, Okada, Rina +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
2025/05/05 by Kazuki Fujii, Fujii, Kazuki, Y. Tajima +29 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- Minimax Optimal Estimators for Additive Scalar Functionals of Discrete Distributions
2017/01/23 by Kazuto Fukuchi, Jun Sakuma, Fukuchi, Kazuto +1 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning and Algorithms #Statistical Methods and Inference #Statistics Theory (math.ST)
- Convergence Rate of the (1+1)-Evolution Strategy with Success-Based Step-Size Adaptation on Convex Quadratic Functions
2021/03/02 by Daiki Morinaga, Kazuto Fukuchi, Morinaga, Daiki +5 · 1 citation
Computer Science · #Stochastic Gradient Optimization Techniques #Metaheuristic Optimization Algorithms Research #Distributed Control Multi-Agent Systems
- Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
2022/03/22 by Sun, Yuwei, Ochiai, Hideya, Sakuma, Jun · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors
2025/01/04 by Chia-Yi Hsu, Hsu, Chia-Yi, Yu-Lin Tsai +18 · 2 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Smart Grid Security and Resilience #cs.CR #cs.LG
- Model-agnostic Adversarial Attack and Defense for Vision-Language-Action Models
2025/10/15 by Hai Xu, Xu, Haochuan, Yun Sing Koh +10 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Adversarial Attacks on Hidden Tasks in Multi-Task Learning
2024/05/24 by Yu Zhe, Zhe, Yu, Rei Nagaike +7 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
- Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
2025/10/01 by Shojiro Yamabe, Yamabe, Shojiro, Jun Sakuma +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Data Poisoning Attacks to Locally Differentially Private Range Query Protocols
2025/03/05 by Ting-Wei Liao, Liao, Ting-Wei, Chih-Hsun Lin +13 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data