Chih-Hsueh Lin - AI資安組, 醫學資電組, 電信組

英文名字: Chih-Hsueh Lin
分  機: 15672
電子郵件: cslin@nkust.edu.tw
學  歷: 國立中山大學資訊工程博士
專  長: 智能運算與機器學習
大數據分析與應用
資訊安全
醫學資訊

高等資通訊實驗室
Advanced Information and Communication Technology Lab

產業知識應用團隊
Team of Industrial Knowledge Application

研究領域

-智能運算與機器學習
-大數據分析與應用
-資訊安全
-醫學資訊

五年內研究暨產學計劃案

•2018 _ 基於高解析超取樣類比/數位轉換之紅外線熱像辨識、家畜體溫健康管理技術人才培育與產學合作計畫 – 共同主持人
•2018 _ 射線檢測影像人工智慧辨識技術 – 計畫主持人
•2018-2019 _ 基於離岸風場環境之船舶航行安全監測顯示系統開發建置 – 計畫主持人(建工校區)
•2018-2020 _ 企業資訊安全人才培育計畫 – 計畫主持人
•2019 _鋁合金壓鑄品質預測技術 – 計畫主持人
•2019 _ 產業園區潛力廠商鑑別技術 – 計畫主持人
•2020 _ 產業創新加值分項-技術供應服務網絡 – 計畫主持人
•2020-2021_科技部專題研究計畫 109-2221-E-992 -070 _ 基於深度學習方法之特徵分析技術應用於鋁合金壓鑄品值預測 – 計畫主持人

國際期刊發表

1. Alan Dahgwo, Yu-Hsiu Huang , Chih-Hsueh Lin *, Wen-Shyong Hsieh , Chung-Nan Lee and Zhong-Ting Luo, “Using a Random Secret Pre-Distribution Scheme to Implement Message Authentication in VANETs” Applied. Sciences Vol 5, Issue 4, 2015, 973-988 [SCI, IF=1.679] (第三作者、通訊作者)
2. Chih-Hsueh Lin*, Yu-Hsiu Huang, Alan Dahgwo Yein, Wen-Shyong Hsieh, Chung-Nan Lee, Pin-Chun Kuo, “Mutual trust method for forwarding information in wireless sensor networks using random secret pre-distribution” Advances in Mechanical Engineering Vol 8, Issue 4, 2016. [SCI, IF=0.827] (第一作者、通訊作者)
3. Alan Dahgwo Yein, Chih-Hsueh Lin*, Yu-Hsiu Huang, Wen-Shyong Hsieh, Chung-Nan Lee, Pin-Chun Kuo, “A novel message authentication method for VANET without RSU”, Engineering Computations, Vol. 33 Issue: 8, pp.2288-2301, 2016. [SCI, IF=1.37] (第二作者、通訊作者)
4.Chih-Hsueh Lin*, “Anonymous Message Authentication Using Modified Random Secret Pre-distribution for VANET Under Sparse RSUs Environment”, Journal of Internet Technology, Vol.20 No.7, 31 December 2019 [SCI, IF : 0.715] (單一作者、通訊作者)
5. Yu-Jie Huang, Chih-Hsueh Lin, Hsiao-Han Chang, Hui-Min Ting, Pei-Ju Chao, I-Hsing Tsai, Chao-Hong Liu, Chun-Chieh Huang*, Tsair-Fwu Lee* “Lung Locations Most Affected by Dose -Calculation Algorithms in Cyberknife Stereotactic Body Radiotherapy”, IEEE ACCESS, Volume: 7, Page(s): 170763 – 170773, 20 November 2019 [SCI, IF=4.098] (第二作者)
6. Chih‐Hsueh Lin, Guo‐Hsin Hu and Jun‐Juh Yan, “Chaos Suppression in Uncertain Generalized Lorenz–Stenflo Systems via a Single Rippling Controller with Input Nonlinearity”, Mathematics Volume 8, Issue 3 (March 2020); doi:10.3390/math8030327. [SCI, IF=1.105] (第一作者)
7. Chao-Hong Liu, Chin-Shiuh Shieh , Tai-Lin Huang, Chih-Hsueh Lin, Pei-Ju Chao, Yu-Jie Huang, Hsiao-Fei Lee, Shyh-An Yeh, Chin-Dar Tseng, Jia-Ming Wu,Stephen Wan Leung and Tsair-Fwu Lee*, “Evaluating the Risk Factors of Post Inflammatory Hyperpigmentation Complications with Nd-YAG Laser Toning Using LASSO-Based Algorithm”, Appl. Sci. 2020, 10(6), 2049; https://doi.org/10.3390/app10062049. [SCI, IF=2.217] (第四作者)
8. Pei-Ju Chao, I-Hsing Tsai, Chun-Chieh Huang, Chih-Hsueh Lin, Chin-Shiuh Shieh, Yang-Wei Hsieh, Pei-Ying Yang, Tsair-Fwu LEE, “Evaluation of Radiation-induced Secondary Cancer Risk in Patients with Lung Cancer after Stereotactic Body Radiotherapy using the Cyber Knife M6 System with Lung-optimized Treatment”, Frontiers in Bioengineering and Biotechnology, section Bioprocess Engineering, March 2020, Accepted. [SCI, IF=4.21] (第四作者)
9. Chih-Hsueh Lin, Zhi-Hao Wang and Gwo-Jia Jong, “A De-Identification Face Recognition Using Extracted Thermal Features Based on Deep Learning”, IEEE Sensors Journal, vol. 20, no. 16, pp. 9510-9517, 15 Aug.15, 2020, doi: 10.1109/JSEN.2020.2986098. [SCI, IF=3.076] (第一作者)
10. Chih-Hsueh Lin, Zhi-Hao Wang and Gwo-Jia Jong, “A research on relevance between photoplethysmography signal and perceptual stimulation”, International Journal of Modern Physics B, May 1 2020 Accepted.  [SCI, IF=0.863] (第一作者)

預備投稿之文章

  1. Chih-Hsueh Lin, Guo-Hsin Hu, Che-Yu Chan and Jun-Juh Yan , “An improved chaos-based AES algorithm and its application to image encryption“.
  2. Chih-Hsueh Lin, Guo-Hsin Hu, and Jun-Juh Yan, “Robust Synchronization of General Master-slave Chaotic Systems with Matched/Mismatched Disturbances and Gain Tolerance in the Input

相關經歷

服務單位(含現職)

職稱

起迄時間

中華民國數位學習學會

 第十四屆 監事

2020/06/11~2021/06/10

台灣區電信工程工業同業公會
第六區業務發展委員會

 顧問

2019/02/21~2022/02/20

中華民國 民生電子學會

第六屆 秘書長

2018/12/29 ~ 2020/12/28

國立高雄科技大學 電子工程系

助理教授

2018/2/1 ~ 迄今

教育部 數位學習認證中心

認證計畫駐點老師

2009/8 ~ 迄今

研究領域

-智能運算與機器學習
-大數據分析與應用
-資訊安全
-醫學資訊

五年內研究暨產學計劃案

•2018 _ 基於高解析超取樣類比/數位轉換之紅外線熱像辨識、家畜體溫健康管理技術人才培育與產學合作計畫 – 共同主持人
•2018 _ 射線檢測影像人工智慧辨識技術 – 計畫主持人
•2018-2019 _ 基於離岸風場環境之船舶航行安全監測顯示系統開發建置 – 計畫主持人(建工校區)
•2018-2020 _ 企業資訊安全人才培育計畫 – 計畫主持人
•2019 _鋁合金壓鑄品質預測技術 – 計畫主持人
•2019 _ 產業園區潛力廠商鑑別技術 – 計畫主持人
•2020 _ 產業創新加值分項-技術供應服務網絡 – 計畫主持人

五年內科技部計畫

基於深度學習方法之特徵分析技術應用於鋁合金壓鑄品值預測
(109-2221-E-992 -070 )

2020/08 ~ 2021/7

計畫主持人

以資通訊技術建立低碳環境節能校園之創新技術研究(3年期)

2014/08 ~ 2017/10

子計畫主持人

國際期刊發表

1. Alan Dahgwo, Yu-Hsiu Huang , Chih-Hsueh Lin *, Wen-Shyong Hsieh , Chung-Nan Lee and Zhong-Ting Luo, “Using a Random Secret Pre-Distribution Scheme to Implement Message Authentication in VANETs” Applied. Sciences Vol 5, Issue 4, 2015, 973-988 [SCI, IF=1.679] (第三作者、通訊作者)
2. Chih-Hsueh Lin*, Yu-Hsiu Huang, Alan Dahgwo Yein, Wen-Shyong Hsieh, Chung-Nan Lee, Pin-Chun Kuo, “Mutual trust method for forwarding information in wireless sensor networks using random secret pre-distribution” Advances in Mechanical Engineering Vol 8, Issue 4, 2016. [SCI, IF=0.827] (第一作者、通訊作者)
3. Alan Dahgwo Yein, Chih-Hsueh Lin*, Yu-Hsiu Huang, Wen-Shyong Hsieh, Chung-Nan Lee, Pin-Chun Kuo, “A novel message authentication method for VANET without RSU”, Engineering Computations, Vol. 33 Issue: 8, pp.2288-2301, 2016. [SCI, IF=1.37] (第二作者、通訊作者)
4.Chih-Hsueh Lin*, “Anonymous Message Authentication Using Modified Random Secret Pre-distribution for VANET Under Sparse RSUs Environment”, Journal of Internet Technology, Vol.20 No.7, 31 December 2019 [SCI, IF : 0.715] (單一作者、通訊作者)
5. Yu-Jie Huang, Chih-Hsueh Lin, Hsiao-Han Chang, Hui-Min Ting, Pei-Ju Chao, I-Hsing Tsai, Chao-Hong Liu, Chun-Chieh Huang*, Tsair-Fwu Lee* “Lung Locations Most Affected by Dose -Calculation Algorithms in Cyberknife Stereotactic Body Radiotherapy”, IEEE ACCESS, Volume: 7, Page(s): 170763 – 170773, 20 November 2019 [SCI, IF=4.098] (第二作者)
6. Chih‐Hsueh Lin, Guo‐Hsin Hu and Jun‐Juh Yan, “Chaos Suppression in Uncertain Generalized Lorenz–Stenflo Systems via a Single Rippling Controller with Input Nonlinearity”, Mathematics Volume 8, Issue 3 (March 2020); doi:10.3390/math8030327. [SCI, IF=1.105] (第一作者)
7. Chao-Hong Liu, Chin-Shiuh Shieh , Tai-Lin Huang, Chih-Hsueh Lin, Pei-Ju Chao, Yu-Jie Huang, Hsiao-Fei Lee, Shyh-An Yeh, Chin-Dar Tseng, Jia-Ming Wu,Stephen Wan Leung and Tsair-Fwu Lee*, “Evaluating the Risk Factors of Post Inflammatory Hyperpigmentation Complications with Nd-YAG Laser Toning Using LASSO-Based Algorithm”, Appl. Sci. 2020, 10(6), 2049; https://doi.org/10.3390/app10062049. [SCI, IF=2.217] (第四作者)
8. Pei-Ju Chao, I-Hsing Tsai, Chun-Chieh Huang, Chih-Hsueh Lin, Chin-Shiuh Shieh, Yang-Wei Hsieh, Pei-Ying Yang, Tsair-Fwu LEE, “Evaluation of Radiation-induced Secondary Cancer Risk in Patients with Lung Cancer after Stereotactic Body Radiotherapy using the Cyber Knife M6 System with Lung-optimized Treatment”, Frontiers in Bioengineering and Biotechnology, section Bioprocess Engineering, March 2020, Accepted. [SCI, IF=4.21] (第四作者)
9. Chih-Hsueh Lin, Zhi-Hao Wang and Gwo-Jia Jong, “A De-Identification Face Recognition Using Extracted Thermal Features Based on Deep Learning”, IEEE Sensors Journal, vol. 20, no. 16, pp. 9510-9517, 15 Aug.15, 2020, doi: 10.1109/JSEN.2020.2986098. [SCI, IF=3.076] (第一作者)
10. Chih-Hsueh Lin, Zhi-Hao Wang and Gwo-Jia Jong, “A research on relevance between photoplethysmography signal and perceptual stimulation”, International Journal of Modern Physics B, May 1 2020 Accepted.  [SCI, IF=0.863] (第一作者)

預備投稿之文章

  1. Chih-Hsueh Lin, Guo-Hsin Hu, Che-Yu Chan and Jun-Juh Yan , “An improved chaos-based AES algorithm and its application to image encryption“.
  2. Chih-Hsueh Lin, Guo-Hsin Hu, and Jun-Juh Yan, “Robust Synchronization of General Master-slave Chaotic Systems with Matched/Mismatched Disturbances and Gain Tolerance in the Input

網路通訊實務

資訊安全進階

計算機程式設計

實務專題(一)

實務專題(二)

專題研討(三)

• DLT2020_數位生活科技研討會_最佳論文獎 “可應用於離岸風場水下環境評估之深度學習物件辨識技術” 施建州、曾奕睿、謝欽旭、林志學、洪盟峯
• 國立高雄科大電子工程系 108學年度畢業生實務競賽  資訊組 第一名 郭伯駿、李永富 指導老師 林志學

2020  財團法人金屬工業研究發展中心_學界研究生參與研究計畫 指導老師 林志學
實習研究生 –  研究生 郭伯駿(五年一貫)、研究生 胡家喦(五年一貫)

2020_Digi+Talent跨域數位人才加速躍昇計畫-指導老師 林志學
實習單位 – 財團法人金屬工業研究發展中心
實習研究生 – 碩一 詹哲瑜、大四邱楷能、大四 蔡承翰、大四 陳冠迪、大四 鍾鎮鴻(洪盟峯老師共同指導)

2019_Digi+Talent跨域數位人才加速躍昇計畫-指導老師 林志學
實習單位 – 財團法人金屬工業研究發展中心
實習研究生 – 碩二 耿皓庭、碩二 李秉松、大四 郭伯駿