ryotaro kobayashi

コバヤシリョウタロウ | ryotaro kobayashi

Affiliation and department：
Job title：教授

Research field (1)： Information security

Research keywords (3)：サイバーセキュリティ , IoT , 人工知能

Research theme for competitive and other funds (15)：

2023 - 2027 Detection and Meeasure for APT Involving Attack to ML Security Systems
2023 - 2027 Hypervisor-based Evidence Preservation Forensic System against Double Extortion Ransomware
2023 - 2026 IoTプロセッサ上の通信データと動作データを特徴量としたサイバー攻撃の多層防御
2020 - 2024 仮想計算機モニタの時系列メモリ証拠保全機構と深層学習によるインシデントの自動検出
2020 - 2023 コア内部の動作情報を特徴量としてサイバー攻撃の検知を行うIoT向けプロセッサ

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Papers (37)：

Manabu Hirano, Ryotaro Kobayashi. FIMAR: Fast incremental memory acquisition and restoration system for temporal-dimension forensic analysis. Forensic Science International: Digital Investigation. 2023. 46. 301603-301603
Mutsuki Deguchi, Masahiko Katoh, Ryotaro Kobayashi. Low Resource and Power Consumption and Improved Classification Accuracy for IoT Implementation of a Malware Detection Mechanism using Processor Information. International Journal of Networking and Computing. 2023. 13. 2. 149-172
Mutsuki Deguchi, Masahiko Katoh, Ryotaro Kobayashi. Evaluation of implementability in a malware detection mechanism using processor information. International Journal of Networking and Computing. 2022. 12. 2. 253-269
Manabu Hirano, Ryo Hodota, Ryotaro Kobayashi. RanSAP: An open dataset of ransomware storage access patterns for training machine learning models. Forensic Science International: Digital Investigation. 2022. 40. 1-22
Kazuki Koike, Ryotaro Kobayashi, Masahiko Katoh. IoT-oriented high-efficient anti-malware hardware focusing on time series metadata extractable from inside a processor core. International Journal of Information Security. 2022. 1-19

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MISC (138)：

河合柊哉, 平野学, 小林良太郎. 敵対的生成ネットワークを用いた標的型回避攻撃の振る舞い型ランサムウェア検知システムへの適用. 2024年暗号と情報セキュリティシンポジウム(SCIS 2024). 2024. 1-8
河根範明, 平野学, 小林良太郎. ストレージとメモリのアクセスパターンを用いた振る舞い型ランサムウェア検知システム: ハードウェアの違いが与える影響の分析. 2024年暗号と情報セキュリティシンポジウム(SCIS 2024). 2024. 1-8
Tomohiro Hasegawa, Ryotaro Kobayashi. Poisoning Attacks against Network Intrusion Detection Systems Using Shapley values to Identify Trends in Poisoning Data. The 11th International Symposium on Computing and Networking (CANDAR 2023). 2023
Taku Sudo, Ryotaro Kobayashi, Masahiko Kato. Single-Hardware Method to Detect Malicious Communications and Malware on Resource-Constrained IoT Devices. The 10th International Workshop on Information and Communication Security (WICS 2023). 2023
Yutaro Matunaka, Ryotaro Kobayashi, Masahiko Kato. Verification of IoT Malware Match Rate Using Signatures Created Based on Processor Information. The 10th International Workshop on Information and Communication Security (WICS 2023). 2023

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Professional career (1)：

Work history (6)：

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