Toshiya Shimizu

17 papers A* 1A 2C 1Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	MAPS: A Multilingual Benchmark for Agent Performance and Security. EACL (Findings) Omer Hofman, Jonathan Brokman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2025	A	`conf`	DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection. WACV Amit Giloni, Omer Hofman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2025	A*	`conf`	KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models. AAAI Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2025	J	`jnl`	MAPS: A Multilingual Benchmark for Global Agent Performance and Security. CoRR Omer Hofman, Oren Rachmil, Shamik Bose, Vikas Pahuja, Jonathan Brokman, Toshiya Shimizu, Trisha Starostina, Kelly Marchisio, Seraphina Goldfarb-Tarrant, Roman Vainshtein
2025	J	`jnl`	Using image conversion techniques to detect adversarial examples in machine learning models for tabular data. Appl. Soft Comput. Zahi Kapri, Edita Grolman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2024	—	`conf`	MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models. ECCV (75) Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima
2024	J	`jnl`	X-Detect: explainable adversarial patch detection for object detectors in retail. Mach. Learn. Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2023	J	`jnl`	X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail. CoRR Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2022	A	`conf`	HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter. UMAP Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu
2022	J	`jnl`	Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models. CoRR Jacob Shams, Ben Nassi, Ikuya Morikawa, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2021	J	`jnl`	First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data. CoRR Masataka Tasumi, Kazuki Iwahana, Naoto Yanai, Katsunari Shishido, Toshiya Shimizu, Yuji Higuchi, Ikuya Morikawa, Jun Yajima
2020	J	`jnl`	A Setup-Free Threshold Encryption Scheme for the Bitcoin Protocol and Its Applications. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Goichiro Hanaoka, Yusuke Sakai, Toshiya Shimizu, Takeshi Shimoyama, SeongHan Shin
2020	—	`conf`	Dataset Properties and Degradation of Machine Learning Accuracy with an Anonymized Training Dataset. CANDAR (Workshops) Wakana Maeda, Toshiya Shimizu, Takeru Fukuoka, Ikuya Morikawa
2017	C	`conf`	Block Cipher Modes of Operation for Heterogeneous Format Preserving Encryption. ISPEC Toshiya Shimizu, Takeshi Shimoyama
2008	—	`conf`	Ranking on semantic manifold for shape-based 3d model retrieval. Multimedia Information Retrieval Ryutarou Ohbuchi, Toshiya Shimizu
2008	—	`conf`	SHREC'08 entry: Semi-supervised learning for semantic 3D model retrieval. Shape Modeling International Akihiro Yamamoto, Masaki Tezuka, Toshiya Shimizu, Ryutarou Ohbuchi
2007	—	`conf`	Comparison of Dimension Reduction Methods for Database-Adaptive 3D Model Retrieval. Adaptive Multimedia Retrieval Ryutarou Ohbuchi, Jun Kobayashi, Akihiro Yamamoto, Toshiya Shimizu