Ikuya Morikawa

20 papers A* 1A 3B 3Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Bounding-Box Watermarking: Defense Against Model Extraction Attacks on Object Detectors.
ECML/PKDD (5)
Satoru Koda, Ikuya Morikawa
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 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 J jnl
Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors.
CoRR
Satoru Koda, Ikuya Morikawa
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
2024 A* conf
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection.
CVPR
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
2023 J jnl
ASRA-Q: AI Security Risk Assessment by Selective Questions.
J. Inf. Process.
Jun Yajima, Maki Inui, Takanori Oikawa, Fumiyoshi Kasahara, Kentaro Tsuji, Ikuya Morikawa, Nobukazu Yoshioka
2023 B conf
OOD-Robust Boosting Tree for Intrusion Detection Systems.
IJCNN
Satoru Koda, Ikuya Morikawa
2023 B conf
Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey.
IJCNN
Satoru Koda, Alon Zolfi, Edita Grolman, Asaf Shabtai, Ikuya Morikawa, Yuval Elovici
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 B conf
A new approach for machine learning security risk assessment: work in progress.
CAIN
Jun Yajima, Maki Inui, Takanori Oikawa, Fumiyoshi Kasahara, Ikuya Morikawa, Nobukazu Yoshioka
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 — conf
Membership Inference Countermeasure With A Partially Synthetic Data Approach.
ICDIS
Wakana Maeda, Yuji Higuchi, Kazuhiro Minami, Ikuya Morikawa
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
2022 J jnl
YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection.
CoRR
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda, Ikuya Morikawa, Yuval Elovici, Asaf Shabtai
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 — conf
Dataset Properties and Degradation of Machine Learning Accuracy with an Anonymized Training Dataset.
CANDAR (Workshops)
Wakana Maeda, Toshiya Shimizu, Takeru Fukuoka, Ikuya Morikawa
2018 — conf
A Secure Framework for User-Key Provisioning to SGX Enclaves.
NBiS
Takanori Machida, Dai Yamamoto, Ikuya Morikawa, Hirotaka Kokubo, Hisashi Kojima
2011 — conf
Threat Tree Templates to Ease Difficulties in Threat Modeling.
NBiS
Ikuya Morikawa, Yuji Yamaoka
2004 A conf
Cozilet: Transparent Encapsulation to Prevent Abuse of Trusted Applets.
ACSAC
Hisashi Kojima, Ikuya Morikawa, Yuko Nakayama, Yuji Yamaoka