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賴谷鑫 助理教授

簡歷

國立中山大學資訊管理系學士
國立暨南大學資訊管理系碩士
國立中山大學資訊管理系博士
Carnegie Mellon University 短期研究(2007)
Carnegie Mellon University 短期研究(2009)
台積電 個人電腦服務管理部主任工程師
台積電 資訊技術安全辦公室主任工程師
人醫護管理專科學校資管科,助理教授兼資圖處電算組組長
文化大學資管系專任助理教授

論文發表

Journal:

1. Gu Hsin Lai (2016, Nov). Detection of wormhole attacks on IPv6 mobility-based wireless sensor network. EURASIP journal on wireless communications and networking, 2016:274. (SCI, 148/260, Engineering, Electrical & Electronic). MOST 105-2221-E-034-011-MY2. 本人為第一作者、通訊作者.

2. Chia-Mei Chen, Gu-Hsin Lai (2014, Jan). Research on Classification of Malware Source Code. Journal of Shanghai Jiaotong University. (Accepted). 本人為通訊作者.

3. Gu-Hsin Lai, Chen-Sen Ouyang, Chia-Mei Chen (2011, Jan). A Group-based Deployment for Wormhole Prevention in Sensor Networks. Journal of Information Science and Engineerin, Volume 27, P79-P93. (SCI, 89/128). 本人為第一作者、通訊作者.

4. Gu-Hsin Lai, Chia-Mei Chen, Chi-Sung Laih, Tsuhan Chen (2009, Apr). A collaborative anti-spam system. Expert Systems with Applications, Vol 33, P6645–P6653. (SCI, 15/103). 本人為第一作者、通訊作者.

5. Gu-Hsin Lai, Chia-Mei Chen (2008, Dec). Detecting Denial of Service Attacks in Sensor Networks . Journal of Computers, Volume 18, P15-P29. (其它). 本人為第一作者、通訊作者.

6.  Gu-Hsin Lai, Chia-Mei Chen, Bing-Chiang Jeng , Willams Chao (2008, May). Ant-based IP traceback. Expert System with Applications, Vol 33, P3071-P3080. (SCI, 17/94). 本人為第一作者、通訊作者.

7.  Chun-Che Huang and Gu-Hsin Lai (2004, Aug). Knowledge management system: An agent-based approach. Knowledge Management Research & Practice, Volume 2, Number 2, pp. 69-80. 本人為通訊作者.

8.  Yi-Xuan Yan, Hun-Che Huang, Gu-Hsin Lai and Ching-Cha Hsieh (2002). Using the matrix adjustment methodology to improve manufacturing processes. 工業工程學刊, Volume 12, No.6,PP.33-44. (TSSCI). 本人為通訊作者.

9.  陳嘉玫、賴谷鑫、張育涵(201706月)。雲端開放資料分析運算平台之研究。電子商務研究。(已接受)。

10. 陳嘉玫, 賴谷鑫(201612月)。基於漸增式分群法之惡意程式自動分類研究。電子商務學報18(2), 225-248。(TSSCI)。科技部:104-2218-E-001-002

11. 陳嘉玫、林哲銘、歐雅惠、賴谷鑫(201509月)。以汙染傳遞為基礎之行動軟體威脅行為偵測。電子商務學報。(TSSCI)。

12. 陳嘉玫,楊佳蕙,賴谷鑫(201312月)。基於結構相似度之惡意程式原始碼分類研究。電子商務學報15(4), 519-540。(TSSCI)。本人為第一作者、通訊作者。

13. 13Gu-Hsin Lai, Chao-Wei Chou, Chia-Mei Chen200912月)。結合資料探勘與統計檢定之垃圾郵件過濾器之研究。電子商務學報Volume 11,P773-P792。(TSSCI)。本人為第一作者、通訊作者。

Book Chapter:

Gu-Hsin Lai, Chao-Wei Chou, Chia-Mei Chen, Ya-Hua Ou. Anti-Spam Filter Based on Data Mining and Statistical Test (208) (ISBN: 978-3-642-01208-2). New York: Springer. 2009. 

Conference papers:

1.         Chia-Mei Chen, Gu Hsin Lai, Je-Ming Lin (2017, Aug). Identifying Threat Patterns of Android Applications. The 12th Asia Joint Conference on Information Security (AsiaJCIS 2017).

2.         Chia-Mei Chen, Gu-Hsin Lai and Tan-Ho Chang (2017, Aug). Improving Alert Accuracy for Smart Vehicles. 11th International Conference on Network and System Security (NSS-2017).

3.         Chia-Mei Chen, Gu-Hsin Lai (2016, Dec). Detecting Command and Control Servers Using Ant Colony Optimization. 9th International Conference on Computer Science and Information Technology.

4.         Chia-Mei Chen, Gu-Hsin Lai, Pong-Yu Young (2016, Aug). Defense Joint Attacks Based on Stochastic Discrete Sequence Anomaly Detection. The 11th Asia Joint Conference on Information Security (AsiaJCIS 2016).

5.         S. H. Wang, Chia-Mei Chen, G.H. Lai (2016, Jul). Exploring Cross-site Scripting Botnet Detection and Simulation. . The 20th Pacific Asia Conference on Information Systems (PACIS 2016).

6.         Chia-Mei Chen, G. H. Lai, Y. H. Tsai, and S. T. Cheng (2015, Aug). Classifying Anomalous Mobile Applications Based on Data lows. The Fourteen International Conference on Networks .

7.         Chia-Mei Chen, S. C. Hsu, and G. H. Lai (2015, Aug). Defense DoS Attacks on IPv6 Wireless Sensor Networks. The Ninth International Conference on Genetic and Evolutionary Computing . 本人為通訊作者.

8.         Gu-Hsin Lai, Yen-Hsien Lee, Tsai-Hsin Chu and Tsang-Hsiang Cheng (2015, Jul). A Structure Similarity-based Approach to Malicious Android App Detection. 19th Pacific Asia Conference on Information Systems (PACIS 2015). 本人為第一作者.

9.         Chia-Mei Chen and Gu-Hsin Lai (2015, May). Classifying Targeted Email Attacks. 2015 National Computer Symposium .

10.     Chia-Mei Chen, Gu-Hsin Lai (2014, Dec). An efficient honeypot based malware classification system . International Computer Symposium. MOST 102-2221-E-034-010. 本人為通訊作者.

11.     Gu-Hsin Lai (2014, Aug). A light-weight penetration test tool for IPv6 threats. The Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing. MOST 102-2221-E-034-010. 本人為第一作者、通訊作者.

12.     Chia-Mei Chen,Je-Ming Lin, Gu Hsin Lai (2014, Jun). Detecting Mobile Application Malicious Behaviors Based on Data Flow of Source Code. the 1st International Conference on Trustworthy Systems and Their Applications. 本人為通訊作者.

13.     Chia-Mei Chen, G. H. Lai, Y. Y. Le, and J. C. Fan. (2013, Jul). Botnet Threat Traceback for Open Network Environments. 第十九屆海峽兩岸訊息管理發展與策略學術研討會, 成都.

14.     Feng-Sheng Wang & Gu-Hsin Lai (2013, Jul). Empirical Study to Design Field Applications for O2O(Online to Offline) Business Model with Mobile Computing and Cloud Service Supports. 8届中日管理論壇暨2013年亞太商管學院學術研討會 , 日本札幌. 本人為通訊作者.

15.     Gu-Hsin Lai, Chia-Mei Chen, Yu-Yun Le (2013). Botnet Server Detection Using Ant Algorithm. 全國計算機會議. 本人為第一作者、通訊作者.

16.     陳嘉玫、 李玉雲、 賴谷鑫 (2012, Dec). 以螞蟻演算法偵測殭屍網路之命令與控制伺服器. 2012資訊安全技術創新應用研討會, 台北市. 本人為通訊作者.

17.     Gu-Hsin Lai, Chia-Mei Chen, and Ray-Yu Tzeng (2009, Jul). Botnet Detection by Abnormal IRC Traffic Analysis. Joint Workshop on Information Security. 本人為第一作者、通訊作者.

18.     Gu Hsin Lai, Chao-Wei Chou, Chia-Mei Chen, Ya-Hua Ou (2009, Jun). Anti-spam Filter Based on Data Mining and Statistical Test. 8th IEEE/ACIS International Conference on Computer and Information Science, Shanghai. 本人為第一作者.

19.     Gu-Hsin Lai, Chao-Wei Chou, Chia-Mei Chen, Ya-Hua Ou (2009). Anti-Spam Filter Based on Data Mining and Statistical Test. 8th IEEE/ACIS International Conference on Computer and Information Science. 本人為第一作者.

20.     Yu-Chin Cheng, Chi-Sung Laih, Gu-Hsin Lai, Chia-Mei Chen, Tsuhan Chen (2008, Nov). Defending On-Line Web Application Security with User-Behavior Surveillance. Third International Conference on Availability, Reliability and Security.

21.     Gu-Hsin Lai, Chai-Mei Chen, and Bingchiang Jeng (2007, Aug). DoS Detection in Cluster-Based Sensor Networks. The Fourth IASTED International Conference on Communication, Network, and Information Security. 本人為第一作者、通訊作者.

22.     Wei Yu Lai, Chia-Mei Chen, Bingchiang Jeng, Gu-Hsin Lai, and Hsiao-Chung Lin (2007). Information Exchange Mechanism Based on Reputation in Mobile P2P Networks. The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

23.     陳嘉玫、王則堯、賴谷鑫、劉賓陽(201605月)。以機率粗糙集合論為基礎的http-based 殭屍網路偵測。全國資訊安全會議。

24.     陳嘉玫,歐雅惠,賴谷鑫(201605月)。利用約略集合理論折減特徵以偵測網路攻擊。全國資訊安全會議。

25.     陳嘉玫、賴谷鑫、王亦凱(2016年)。惡意程式組件分析與關連性分群。全國資訊安全會議。

26.     賴谷鑫、陳嘉玫、歐雅惠(201405月)。IPv6 網路環境威脅以及偵測工具之研究。第四屆網路智能與應用研討會。科技部:102-2221-E-034-010。本人為第一作者、通訊作者。

27.     張哲誠,歐雅惠,林俊吾,賴谷鑫(201312月)。使用隱藏馬可夫模型偵測持續性滲透攻擊之研究。全國計算機會議,亞洲大學。

28.     陳嘉玫,郭瑞祥,賴谷鑫(201311月)。資訊安全管理系統及個人資料管理系統整合之研究。Cyberspace 2013 鑑識會計與個人資料保護國際論壇,嘉義中正大學。本人為通訊作者。

29.     Gu-Hsin Lai, Chia-Mei Chen, Yu-Yun Le201304月)。Botnet Server Detection Using Ant Algorithm。全國計算會議。本人為第一作者、通訊作者。

30.     王豐勝、 黃彥文、 賴谷鑫(201210月)。雲端虛擬化平台系統專利分析與佈局概念。亞太商管學院學術研討會。本人為通訊作者。

31.     王豐勝、 黃彥文、 賴谷鑫(201210月)。雲端桌面系統軟體專利技術沿革之內容分析。亞太商管學院學術研討會,台北市。本人為通訊作者

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