Ryotaro Kobayashi

RanSAP: An open dataset of ransomware storage access patterns for training machine learning models

Manabu Hirano, Ryo Hodota, Ryotaro Kobayashi · Forensic Science International Digital Investigation · 2021 · 55 citations · Full text

Engineering, Machine Learning, Evasion Technique +23

A prototype implementation and evaluation of the malware detection mechanism for IoT devices using the processor information

Hayate Takase, Ryotaro Kobayashi, Masahiko Kato et al. · International Journal of Information Security · 2019 · 41 citations

Hardware Security, Engineering, Information Security +10

Machine Learning Based Ransomware Detection Using Storage Access Patterns Obtained From Live-forensic Hypervisor

Manabu Hirano, Ryotaro Kobayashi · 2019 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +16

Simultaneous optimization of hatching orientations and lattice density distribution for residual warpage reduction in laser powder bed fusion considering layerwise residual stress stacking

Akihiro Takezawa, Honghu Guo, Ryotaro Kobayashi et al. · Additive manufacturing · 2022 · 20 citations · Full text

Materials Science, Engineering, Mechanical Engineering +5

LogDrive: a proactive data collection and analysis framework for time-traveling forensic investigation in IaaS cloud environments

Manabu Hirano, Natsuki Tsuzuki, Seishiro Ikeda et al. · Journal of Cloud Computing Advances Systems and Applications · 2018 · 19 citations · Full text