專題計畫 – AINT Lab

目前研究計畫來源：科技部計畫、產學合作計畫、教育部高教深耕計畫。

National Science and Technology Council (2022~2025)

6G Key Technologies and Applications: Optimizing Hierarchical Resource Offloading and AI as a Service Model (Integrated project with 5 subprojects)
Host-based Intrusion Detection System based on Multiple Data Sources and Deep Learning

Department of Defense (DoD) (2022~2026)

DoD Advanced Technology Research Program – IoT Security Vulnerability Detection (國防先進科技研究計畫 – 物聯網資安漏洞檢測)
Applying for Active Defense (2024~2027)

Telecom Technology Center(TTC) (2021~2024)

Development of AI Image Recognition System Security Testing Methods and Tools (人工智慧影像辨識系統安全測試方法與工具開發) (2021)
Development of Artificial Intelligence Face Recognition System Security Testing Tools (人工智慧人臉辨識系統安全檢測工具開發) (2022)
Development of Security Testing Tools for Intrusion Detection Systems Based on Transformer (基於Transformer之入侵偵測系統安全檢測工具開發)

Industrial Technology Research Institute (ITRI) (2023)

Preliminary Research on Information Security Strategies and Criteria for Energy Storage Systems (儲能系統資訊安全策略與準則先期研究)

China Steel Corporation (2023)

Development of Technology for Counting the Quantity of Small and Medium-Sized Steel Ingots During Overhead Crane Handling (天車吊運中小鋼胚數量清點技術開發)

Shin Kong Wu Ho-Su Memorial Hospital (新光吳火獅紀念醫院) (2023)

Prediction of the Probability of Failure of Peritoneal Dialysis within One Year based on Deep Learning and Feature Importance Analysis (運用深度學習於預測腹膜透析一年內會失敗的機率與特徵參數分析)