Publications of Lin-huang Chang

SCI/EI JOURNALS:

• • T.H. Lee, L.H. Chang, and Y.S. Chan, "An Intelligent Handover Mechanism Based on MOS Predictions for Real-Time Video Conference Services in Mobile Networks" Applied Sciences, vol. 12, no. 8: 4049, pp. 1-36, Apr. 2022. https://doi.org/10.3390/app12084049 [SCIE] (IF= 2.679).

  •  L.H. Chang*, T.H. Lee, H.C. Chu, C.W. Su, "Application-Based Online Traffic Classification with Deep Learning Models on SDN Networks", Advances in Technology Innovation, vol. 5, no. 4, pp. 216-229, Sep. 2020 [Scopus] ISSN 2415-0436

  • T.H. Lee, L.H. Chang*, J.J. Liaw, Y.C. Shih, C.L Hu, H.C. Chu, "Service-aware objective function with QoS for RPL routing", International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), vol. 35, no. 1, pp.49-60, Mar. 2020 [SCI] (IF= 0.714) ISSN: 1743-8225

  • H.C. Chu, Y.X. Liao, L.H. Chang*, Y.H. Lee, “Traffic Light Cycle Configuration of Single Intersection Based on Modified Q-Learning”, Applied Sciences, vol. 9, Issue 21, No. 4558, pp. 1-19, Oct. 2019 [SCI] (IF= 2.4), Rank 85/299 (Q2) in 'General Engineering', ISSN:2076-3417

  • T.H. Lee, L.H. Chang*, Y.W. Liu, J.J. Liaw, H.C. Chu, “Priority-based Scheduling using Best Channel in 6TiSCH Networks”, Cluster Computing, vol. 22, pp. 1023-1033, Jan. 2019 [SCI] (IF= 2.62)

  • T.H. Lee, L.H. Chang*, Wei-Chung Cheng, “Design and Implementation of SDN-based 6LBR with QoS Mechanism over Heterogeneous WSN and Internet”, KSII Transactions on Internet & Information Systems (TIIS), vol. 11, No. 2, pp. 1070-1088, Feb. 2017 [SCI] (IF= 0.611)

CONFERENCES:

• Y. Chiang, L.H. Chang*, T.H. Lee, “Federated Learning for Network Traffic Classification: Impact of Non-IID Distribution on Model Performance”, ACM Proceedings of the 2023 8th International Conference on Cloud Computing and Internet of Things, Okinawa Japan September 22-24, 2023 (pp. 71–77)

• P. Lin, L.H. Chang*, T.H. Lee, “Realization for Implementing Federated Learning Based Intrusion Detection with Non-IID IoT Datasets”, ACM Proceedings of the 2023 8th International Conference on Cloud Computing and Internet of Things, Okinawa Japan September 22-24, 2023 (pp. 153–160)

• T. Zhan, T.H. Lee, L.H. Chang, “Using Bidirectional Federated Transfer Learning for Intrusion Detection in Heterogeneous Industrial Internet of Things”, ACM Proceedings of the 2023 8th International Conference on Cloud Computing and Internet of Things, Okinawa Japan September 22-24, 2023 (pp. 115–123) (Best papers award)

• 林秉彥、張林煌*、李宗翰“基於聯邦學習聯集方法結合虛擬SMOTE強化在Non-IID資料集之物聯網入侵檢測”, 第十八屆無線、隨意及感測網路研討會(WASN 2023)，Keelung, Taiwan, Aug. 28-29, 2023。

• 陳億、張林煌*、李宗翰、吳彥寬、鄭博仁, “基於聯邦式學習結合生成對抗網路實現網路流量分類”, TANET 2022-臺灣網際網路研討會, 台北商業大學，台北, Dec. 15-17, 2022。(Best papers award-最佳論文獎)

• 吳彥寬、張林煌*、李宗翰、鄭博仁, “基於聯盟式學習實踐生成對抗網路的不平衡網路服務分類”, 第十七屆無線、隨意及感測網路研討會(WASN 2022)，Taichung, Taiwan, Aug. 26-27, 2022。

• 鄭博仁、張林煌*、李宗翰, “基於生成對抗網路的循環訓練分類模型實現微流量之5G網路服務分類”, TANET 2021-臺灣網際網路研討會, 東海大學，台中, Dec. 10-12, 2021。(Best papers award-最佳論文獎)

• 林宜賢、李宗翰、張林煌, “以深度學習實現5G控制平面之訊號攻擊偵測”, TANET 2021-臺灣網際網路研討會, 東海大學，台中, Dec. 10-12, 2021。

• 王翊竹、李宗翰、張林煌, “以深度學習針對 5G 網際網路服務之 QoS 分類” , TANET 2021-臺灣網際網路研討會, 東海大學，台中, Dec. 10-12, 2021。

• 鄭博仁、張林煌*、李宗翰, “運用生成對抗網路機制於微流量之網路服務分類”, 第十六屆無線、隨意及感測網路研討會(WASN 2021)，Taichung, Taiwan, Aug. 23-24, 2021。(Excellent papers award-優良論文獎)

• 洪聖勛，張林煌*，李宗翰, “基於鏈結網路流量實現LTE-WLAN聚合網路之動態分流”, presented at Taiwan Academic Network Conference (TANET 2020), Taipei, NTU, Taiwan, Oct. 28-30, 2020.

• C. Yeh, L.H. Chang*, T.H. Lee, “A Multi-Path TCP Traffic Control in LTE-Wifi Heterogeneous Network Using Software Defined Network”, 16th European Dependable Computing Conference (EDCC 2020), Munich, Germany, 7-10 September 2020

• T.H. Lee, Y.C. Cheng, L.H. Chang, “A SDN-based Dynamic Network slicing for Next Generation Mobile Networks”, 16th European Dependable Computing Conference (EDCC 2020), Munich, Germany, 7-10 September 2020

• T.H. Lee, G.Y. Jiang, L.H. Chang, “The Dynamic Resource Allocation using Network Slicing for 5G Time-Sensitive Services”, 16th European Dependable Computing Conference (EDCC 2020), Munich, Germany, 7-10 September 2020

• T.H. Lee, L.H. Chang*, C.W. Syu, ”Deep Learning enabled Intrusion Detection and Prevention System over SDN Networks”, accepted to present in 2020 IEEE International Conference on Communications (IEEE  ICC), Dublin, Ireland, June 7-11, 2020 [Flagship conference of IEEE Communications Society領域主要國際會議]

• L.H. Chang*, C.W. Su, T.H. Lee, “Application-based Online Traffic Classification with Deep Learning Models on SDN Networks”, presented at the International Conference on Advanced Technology Innovation (ICATI 2019), Hokkaido, Japan, July 15 - 18, 2019 (Best papers award)

• L.H. Chang*, C.W. Su, T.H. Lee, “Online traffic classification over SDN networks using deep learning mechanisms”, presented at 2019 International Conference on Advanced Information Technologies (AIT-18), Taichung, Taiwan, March 29, 2019

• L.H. Chang*, Y.C. Shih, T.H. Lee, “Fuzzy logic QoS routing mechanism in mobile wireless sensing networks”, presented at 2019 International Conference on Advanced Information Technologies (AIT-18), Taichung, Taiwan, March 29, 2019

• 施語筑, 張林煌*, 李宗翰, 劉育彣, “以開源Contiki模擬無線感測網路之模糊邏輯QoS路由決策機制”, presented at Taiwan Academic Network Conference (TANET 2018), NCU, Taiwan, Oct. 24-26, 2018. (Excellent Paper Award 傑出論文獎)

• 李宗翰, 詹亞樹, 張林煌, “以深度學習預測無線網際網路換手之機制”, presented at Taiwan Academic Network Conference (TANET 2018), NCU, Taiwan, Oct. 24-26, 2018. (Best papers award 最佳論文獎)

• 葉擎,李宗翰, 張林煌*, 蘇振瑋,劉德隆, “以深度學習實現SDN網路之社群軟體使用者行為辨識”, presented at Taiwan Academic Network Conference (TANET 2018), NCU, Taiwan, Oct. 24-26, 2018. (Best posters award)

• 蘇振瑋,李宗翰, 張林煌*, “基於深度學習之SDN網路流量分類”, presented at The 14th Workshop on Wireless Ad Hoc And Sensor Networks (WASN 2018), 桃園, Taiwan, Aug. 26-27, 2018

• C.H Hunag, T.H. Lee, L.H. Chang*, J.R. Lin, G. Horng, “Adversarial Attacks on SDN-based Deep Learning IDS System”, presented at the 4th iCatse Conference on Mobile and Wireless Technology (ICMWT2017), Hong Kong, China, June 25 - 27, 2018

• T.H. Lee, J.L. Chen, L.H. Chang, “A Priority-Based Fast Forward Scheduling Function in 6TiSCH Networks”, presented at the 4th iCatse Conference on Mobile and Wireless Technology (ICMWT2017), Hong Kong, China, June 25 - 27, 2018

• J.R. Lin,, L.H. Chang, T.H. Lee, “Deep Learning Approach for SDN-based DDoS Intrusion Detection System”, presented at 2018 International Conference on Advanced Information Technologies (AIT-18), Taichung, Taiwan, April 21, 2018

• L.H. Chang*, “An Application of Forest Illegal Logging Monitoring based on the SDN-enabled Hierarchic Wireless Heterogeneous IoT Networks”, Invited Talk at Sunway Univ., Kuala Lumpur, Malaysia, June 30, 2017

• L.H. Chang*, T.H. Lee, T. C. Lin, “Performance Analysis of Video Transmission over Wireless Multimedia Sensor Networks”, presented at the 4th iCatse Conference on Mobile and Wireless Technology (ICMWT2017), Kuala Lumpur, Malaysia, June 26 - 29, 2017

• T.H. Lee, L.H. Chang*, Y. W. Liu, “A QoS Channel Allocation Scheme for Enhancing the Reliability in 6TiSCH Networks”, presented at the 4th iCatse Conference on Mobile and Wireless Technology (ICMWT2017), Kuala Lumpur, Malaysia, June 26 - 29, 2017 (Best papers award)

• L.H. Chang*, “Hierarchical SDN system with heterogeneous WSN networks for forest illegal logging monitoring”, Keynote Speech at The 11th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2016), Hokkaido, Japan, June 26 - 29, 2016

• T.H. Lee, L.H. Chang*, C.S. Wang, “Haptic Positional Synchronization for the Tactile Internet over SDN”, presented at The 11th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2016), Hokkaido, Japan, June 26 - 29, 2016

• T.H. Lee, L.H. Chang*, Wei-Chung Cheng, “Performance Evaluation and Improvement of End-to-End Communication Between Wireless Sensor Networks and the Internet Using Software Defined Networks”, presented at The 11th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2016), Hokkaido, Japan, June 26 - 29, 2016 (Best papers award)

• L.H. Chang*, C.Y. Hsu, H.F. Chang T.H. Lee, ”Design and Implementation of Semi-dynamic Multi-channel Transceiver in WSNs”, presented at 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2082 – 2087, San Diego, USA, Oct. 5-8, 2014

• T.H. Lee, X.S. Xie, L.H. Chang, “RSSI-Based IPv6 Routing Protocol for Low-power and Lossy Networks”, presented at 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 1714-1719, San Diego, USA, Oct. 5-8, 2014

• T.H. Lee, C.S. Wang, L.H. Chang, “An Experimental Study of Human haptic Perception over IP-based Networks”, presented at 2014 IEEE 11th Vehicular Technology Society Asia Pacific Wireless Communications Symposium (IEEE APWCS), Ping Tung, Taiwan, Aug. 28-29, 2014

• L.H. Chang*, H.J. Lin, H.H. Chen, ” Cross Layer Handoff Mechanism Based on mSCTP in Wireless Networks”, Proceeding of 2014 IEEE International Conference on Communications (IEEE  ICC), pp. 2909 - 2914, Sydney, Australia, June 10-14, 2014 [Flagship conference of IEEE Communications Society領域主要國際會議]

PATENTS:

• 張林煌、莊坪達、陳宥任, "於無線隨意網路應用語音電話服務之方法及系統", (ROC patent#  I 261438), Sep.1,2006 - Apr.21,2025

• 張林煌、廖明沂、莊坪達、方煥文, "用於視窗作業系統之整合式IPv6網域名稱代理解析系統", (ROC patent# I 333764), Nov. 21, 2010 - Feb. 5, 2027