Adaptive Sparse Bayesian Regression with Variational Inference for Parameter Estimation. - Satoru Koda (S+SSPR, 2016)

Spatial and Structured SVM for Multilabel Image Classification. - Satoru Koda; Abdallah Zeggada; Farid Melgani; Ryuei Nishii (IEEE Trans. Geosci. Remote. Sens., 2018)

Anomalous IP Address Detection on Traffic Logs Using Novel Word Embedding. - Satoru Koda; Yusuke Kambara; Takanori Oikawa; Kazuyoshi Furukawa; Yuki Unno; Masahiko Murakami (COMPSAC, 2020)

Unsupervised Spectral-Spatial Feature Extraction With Generalized Autoencoder for Hyperspectral Imagery. - Satoru Koda; Farid Melgani; Ryuei Nishii (IEEE Geosci. Remote. Sens. Lett., 2020)

YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution Detection. - Alon Zolfi; Guy Amit; Amit Baras; Satoru Koda; Ikuya Morikawa; Yuval Elovici; Asaf Shabtai (CoRR, 2022)

OOD-Robust Boosting Tree for Intrusion Detection Systems. - Satoru Koda; Ikuya Morikawa (IJCNN, 2023)

Pros and Cons of Weight Pruning for Out-of-Distribution Detection: An Empirical Survey. - Satoru Koda; Alon Zolfi; Edita Grolman; Asaf Shabtai; Ikuya Morikawa; Yuval Elovici (IJCNN, 2023)

YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection. - Alon Zolfi; Guy Amit; Amit Baras; Satoru Koda; Ikuya Morikawa; Yuval Elovici; Asaf Shabtai (CVPR, 2024)

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors. - Satoru Koda; Ikuya Morikawa (CoRR, 2024)

Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World. - Dudi Biton; Jacob Shams; Satoru Koda; Asaf Shabtai; Yuval Elovici; Ben Nassi (CoRR, 2025)

A Privacy Enhancing Technique to Evade Detection by Street Video Cameras Without Using Adversarial Accessories. - Jacob Shams; Ben Nassi; Satoru Koda; Asaf Shabtai; Yuval Elovici (CoRR, 2025)

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting. - Elad Feldman; Jacob Shams; Dudi Biton; Alfred Chen; Shaoyuan Xie; Satoru Koda; Yisroel Mirsky; Asaf Shabtai; Yuval Elovici; Ben Nassi (CoRR, 2025)