Kumamoto University · Institute for Semiconductor and Digital Research and Education

Research keywordsmalware detection・botnet detection・quantum machine learning・telecommunication traffic forecasting・SSL traffic classification・multimodal fusion

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• MIDALF—multimodal image and audio late fusion for malware detection2025 · EURASIP Journal on Information Security
• Estimating Base Station Traffic and Throughput Using Machine Learning Based on Hourly Key Performance Indicator (KPI) Network Analysis2024 · IEEE Access
• Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting2024 · Emerging Science Journal
• MalSSL—Self-Supervised Learning for Accurate and Label-Efficient Malware Classification2024 · IEEE Access

• 流域治水を実現する分散型市民多目的ダムの構築2014 · 科学研究費助成事業
• 市民共働のための雨水グリッドの開発2012 · 科学研究費助成事業
• 降水レーダを用いた次世代土砂災害予警報システムの構築とその応用2006 · 科学研究費助成事業
• ITを利用した防災情報システムの構築に関する研究2004 · 科学研究費助成事業

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