Yu-Wei Chang, Hsing-Yu Shih, Tsung-Nan Lin, “AI-URG: Account Identity-Based Uncertain Graph Framework for Fraud Detection,” IEEE Transactions on Computational Social Systems, Nov. 2023
Saurabh Pujar, Yunhui Zheng, Luca Buratti, Burn Lewis, Yunchung Chen, Jim Laredo, Alessandro Morari, Tsungnan Lin, Bo Yang, Zhong Su, “Analyzing Source Code Vulnerabilities in the D2A Dataset with ML Ensembles and C-BERT,” Empirical Software Engineering, Oct. 2023
Chang Yu-Wei, Hong-Yen Chen, Takeshi Takahashi, Tsung-Nan Lin, “FINISH: Efficient and Scalable NMF-based Federated Learning for Detecting Malware Activities,” IEEE Transactions on Emerging Topics in Computing, Jul. 2023
Che-Tsung Kuo, Hong-Yen Chen, Tsung-Nan Lin, “RAIN: Risk assessment framework based on an interdependent-input propagation network for a 5G network,” IEEE Access, Jun. 2023
Cheng Jen Liu, Tsung-Nan Lin, “DET: Depth-Enhanced Tracker to Mitigate Severe Occlusion and Homogeneous Appearance Problems for Indoor Multiple-Object Tracking,” IEEE Access, Jan. 2022
Yun-Chung Chen, Hong-Yen Chen, Takeshi Takahashi, Bo Sun, Tsung-Nan Lin, “Impact of Code Deobfuscation and Feature Interaction in Android Malware Detection,” IEEE Access, Aug. 2021
Andrea Agiollo, Mauro Conti, Pallavi Kaliyar, Tsung-Nan Lin, Luca Pajola, “DETONAR: Detection of Routing Attacks in RPL-Based IoT,” IEEE Transactions on Network and Service Management, 18(2), 1178-1190, Jun. 2021
Hong-Yen Chen, Tsung-Nan Lin, “The Challenge of Only One Flow Problem for Traffic Classification in Identity Obfuscation Environments,” IEEE Access, 9, 84110-84121, Jun. 2021
Tsung-Nan Lin, Shih-Hau Fang, Wei-Han Tseng, Chung-Wei Lee, Jeng-WeiHsieh, “A Group-Discriminate-Based Access Point Selection for WLAN Fingerprinting Localization,” IEEE Trans. on Vehicular Technology, 2014
2. Chun-Yuan Chang, Cheng-Fu Chou, Din-Yuen Chan, Tsungnan Lin, and Ming-Hung Chen, “Accurate Bitrate Model and Greedy-Based Rate Controller for Low Delay Video Transmission,” IEEE SYSTEMS JOURNAL, 6(3), 414-425, Sept. 2012
Shih-Hau Fang, Tsung-Nan Lin;, “Principal Component Localization in Indoor WLAN Environments,” IEEE Trans. on Mobile Computing, Vol. 11(1), Page(s): 100- 110, Jan. 2012
Shih-Hau Fang, Tsung-Nan Lin;, “Cooperative multi-radio localization in heterogeneous wireless networks,” IEEE Transactions on Wireless Communications, Vol.9, Issue:5, 1547-1551, May 2010
Shih-Hau Fang, Tsung-Nan Lin;, “A dynamic system approach for radio location fingerprinting in wireless local area networks,” IEEE Transactions on Communications, Vol.58 (4), 1020-1025, Apr. 2010
Shih-Hau Fang, Tsung-Nan Lin;, “Projection-Based Location System via Multiple Discriminant Analysis in Wireless Local Area Networks,” IEEE Trans on Vehicular Technology, Issue 9, 5009-5019, Nov. 2009
Pochiang Lin, Tsungnan Lin, “Machine-Learning based Adaptive Approach for Frame Size Optimization in Wireless LAN Environments,” IEEE Trans on Vehicular Technology, Issue 9, 5060 - 5073, Nov. 2009
Shih-Hau Fang; Jen-Chian Chen; Hao-Ru Huang; Tsung-Nan Lin, “Is FM a RF-Based Positioning Solution in a Metropolitan-Scale Environment? A Probabilistic Approach With Radio Measurements Analysis,” IEEE Trans. on Broadcasting, Vol 55(3), 577-588, Sept. 2009
Yueh-Ting Wu, Wanjiun Liao, Cheng-Lin Tsao, and Tsung-Nan Lin, “Impact of Node Mobility on Link Duration in Multi-hop Mobile Networks,” IEEE Transactions on Vehicular Technology, Vol 58(5), 2435-2442, Jun. 2009
Tsungnan Lin, Pochiang Lin, Hsinping Wang, Chiahung Chen, “Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks,” IEEE Trans. on Parallel and Distributed Systems,, Vol. 20, Apr. 2009
K. Lee, T. Lin, “An Automatically Converging Scheme Based on the Neural Network and Its Application in Antennas,” IEEE Transactions on Antennas & Propagation, Apr. 2009
Pochiang Lin, Tsungnan Lin, C. Wang, “Cross-Layer Handoff Ordering Algorithm in Wireless Multimedia Communications,” IEEE Transactions on Wireless Communications, Vol. 7, Issue 12, 5166-5171, Dec. 2008
C. Wang, Tsungnan Lin, K.W. Chang, “On Throughput Performance of Channel Inequality in IEEE 802.11 WLANs,” IEEE Transactions on Wireless Communications, Vol. 7, Issue 11, 4425-4431, Nov. 2008
Shih-Ha Fan, Tsungnan Lin, “Indoor Location System Based on Discriminant-Adaptive Neural Network in IEEE 802.11 Environments,” IEEE Transactions on Neural Networks, Vol. 19, Issue 11, 1973-1978, Nov. 2008
Shih-Hau Fang Tsung-Nan Lin Kun-Chou Lee, “A Novel Algorithm for Multipath Fingerprinting in Indoor WLAN Environments,” IEEE Transactions on Wireless Communications, Vol. 7, Issue 9, 3579-3588, Sept. 2008
Chang, C.-Y.; Chou, C.-F.; Chan, D.-Y.; Lin, T.; Chen, M.-H., “A q-Domain Characteristic-Based Bit-Rate Model for Video Transmission,” IEEE Transactions on Circuits and Systems for Video Technology,, Vol. 18, Issue 9, 1307-1311, Sept. 2008
Tsungnan Lin, Chiapin Wang, Po-Chiang Lin, “A NEURAL NETWORK BASED CONTEXT-AWARE HANDOFF ALGORITHM FOR MULTIMEDIA COMPUTING,” ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 4 Issue 3, Aug. 2008
Tsung-Nan Lin, and Kai-Jie Chan, “Adaptive-hierarchical filtering approach for noise removal,” Displays, Vol. 29, Issue 3, 209-213, Jul. 2008
Shih-Ha Fan, Tsungnan Lin, Po-chiang Lin, “LOCATION FINGERPRINTING IN A DECORRELATED SPACE,” IEEE Transactions on Knowledge and Data Engineering, Vol. 20, Issue 5, 2008, 685-691, May 2008
ChiaPin Wang, Tsungnan Lin, “Application of neural networks for achieving 802.11 QoS in heterogeneous channels,” Computer Networks, Vol. 52, Issue 3, 581-592, Feb. 2008
C. Wang, Tsungnan Lin, J.L. Chen, “A cross-layer adaptive algorithm for multimedia QoS fairness in WLAN environments using neural networks,” IEE Proceedings Communications, Vol. 1, Issue 5, 858-865, Oct. 2007
Chiaping Wang, Pochinag Lin, Tsungnan Lin, “ A Cross-Layer Adaptation Scheme for Improving IEEE 802.11e QoS by Learning,” IEEE Trans on Neural Networks, vol.17, no.6,, 1661-1665, Nov. 2006
K. Lee, Tsungnan Lin,, “Application of Neural Networks to Analyses of Nonlinearly Loaded Antenna Arrays Including Mutual Coupling Effects,” IEEE Trans on Antennas and Propagation, 2005., 53, 1126, Mar. 2005
Tsungnan Lin, Joseph Shu,, “Adaptive-Hierarchical-Filtering Technique for High-Quality Magazine Image Reproduction,” Journal of VLSI Signal Processing, 2004., 39, 237-247, Jan. 2005
Tsungnan. Lin, C.L. Giles, B.G. Horne, S.Y. Kung,, “A Delay Damage Model Selection Algorithm for NARX Neural Networks (*IEEE Signal Processing Society Young Author Best Paper Award),” IEEE Transactions on Signal Processing,, 45(11), 2719-2730, 1997
Tsungnan Lin; Horne, B.G.; Tino, P.; Giles, C.L., “Learning long-term dependencies in NARX recurrent neural networks (*IEEE Neural Network Society Outstanding Paper Award),” IEEE Transactions on Neural Networks, Vol. 7, Issue 6, 1329-1338, Nov. 1996
Conference & proceeding papers:
Harry Chandra Tanuwidjaja, Tao Ban, Takeshi Takahashi, Tsung-Nan Lin, Boyi Lee, Muhamad Erza Aminanto, “Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS,” ICISC 2024, Nov. 2024
Chia-Hao Chang, Rui-Lin Chang, Hong-Yen Chen, Tsung-Nan Lin, “6G Security: The Vulnerability of Roaming Technology via DoS Exploit of Signaling Control Plane,” IEEE ICC 2024 Workshops, Jun. 2024
Harry Chandra Tanuwidjaja, Takeshi Takahashi, Tsung-Nan Lin, Boyi Lee, Tao Ban, “Hybrid Explainable Intrusion Detection System: Global vs. Local Approach,” ARTMAN 2023, Nov. 2023
Kíng-Pîng TĒNN, Po-Han HO, Hong-Yen Chen, Tsung-Nan Lin, “ARCH: Automatic Roaming-contract Handler for Seamless 6G System to Provide Trusted and Highly Available Network Access,” MobiCom 2023, Oct. 2023
Chang Yu-Wei, Tsung-Nan Lin, “Federated Dynamic Match-Making for Co-opetition among Participants in Mobility-as-a-Service,” IEEE MetaCom 2023, Jun. 2023
Wei-Che Lee, Hong-Yen Chen, Tsung-Nan Lin, “A Predictive Classification Model for Identifying Conversation-related Mobile Forensic Data in Instant Messaging Applications,” International Symposium on Digital Forensics and Security 2023, May 2023
Chih-Yu Hsieh, Hong-Yen Chen, Shan-Hsiang Shen, Chen-Hsiang Hung, Tsung- Nan Lin, “A P4-Based Content-Aware Approach to Mitigate Slow HTTP POST Attacks,” EuroP4 2022, Dec. 2022
Mitsuhiro Umizaki; Tomohiro Morikawa; Akira Fujita; Takeshi Takahashi; Tsungnan Lin; Daisuke Inoue, “Understanding the Characteristics of Public Blocklist Providers,” IEEE ISCC 2022, Jul. 2022
Bing-Jyue Chen, Wun-Cing Liou, Hsing-Yu Shih, Tsungnan Lin, “DRAGON: Detection of Related Account Groups for Online services with uncertain graphs,” Globecom 2021, Aug. 2021
Wun-Cing Liou, Tsungnan Lin, “T-Auth: A Novel Authentication Mechanism for the IoT Based on Smart Contracts and PUFs,” IEEE ICC 2021 Workshop, Mar. 2021
Bing-Jyue Chen, Ting-Han Jian, and Tsung-Nan Lin, “B++: A High- Throughput Proof-of-Work based Blockchain with Eventual Consistency,” IEEE ICC 2021 Conference, Jan. 2021
Shiue-Yuan Chuang, Chia-Ming Chang, Tsung-Nan Lin, Pei-Yuan Wu, Chang- Hong Lin, Hsuan-Cheng Wei, “Satellite Image Dehazing using Enhanced BicycleGAN,” iCase (International Conference on Astronautics and Space Exploration), Dec. 2020
Yu-Wei Chang, Tsung-Nan Lin, “An Efficient Dynamic Rule Placement for Distributed Firewall in SDN,” GLOBECOM 2020, Dec. 2020
Codruta O. Ancuti, Cosmin Ancuti, Shiue-Yuan Chuang, Jerome Chang, Tsung- Nan Lin, “NTIRE_2020_Challenge_on_NonHomogeneous_Dehazing,” NTIRE CVPR Workshop, May 2020
Ta-Hao Ting,Tsung-Nan Lin,Shan-Hsiang Shen,Yu-Wei Chang, “Guidelines for 5G End to End Architecture and Security Issues,” SFCS 2019 of the IEEE WCNC 2019 conference, Feb. 2019
Yuwei Chang,Tsungnan Lin, “Cloud-Clustered Firewall with Distributed SDN Devices,” IEEE WCNC 2018, Apr. 2018
Chun-lin Wu, Tsung-Nan Lin, Hsiun-Fu Liu, Zanyu Chen, “ On Relay Assignment Strategy in Wireless Cellular Environment,” IEEE CCNC, 2014
Zan-Yu Chen, Tsung-Nan Lin, “Stochastic Learning Automata Based Resource Allocation for LTE-Advanced Heterogeneous Networks,” IEEE PIMRC, Sept. 2013
Shih-Hau Fang, Tsung-Nan Lin;, “Accurate Indoor Location Estimation by Incorporating the Importance of Access Points in Wireless Local Area Networks,” IEEE Globecom, Miami, FL, USA, Dec. 2010
Pochiang Lin, Tsungnan Lin, “Optimal dynamic spectrum access in multi-channel multi-user cognitive radio networks,” IEEE PIMRC, Istanbul, Turkey, Sept. 2010
Shih-Hau Fang, Tsung-Nan Lin;, “A Novel Access Point Placement Approach for WLAN-Based Location Systems,” 2010 IEEE Wireless Communications and Networking Conference (WCNC), Sydney, Australia, Apr. 2010
Shih-Hau Fang, Tsung-Nan Lin, “A Novel Access Point Placement Approach for WLAN-based Location Systems,” IEEE WCNC, Apr. 2010
Shu-Ming Liu, Yu-Hong Lin, Wu-i Chou, Zan-Yu Chen, Tsung-Nan Lin, “Performance Evaluation of Rate Adaptation Algorithms in 802.11-Based Mesh Networks,” 2009 IEEE Globecom Workshops, Hawaii, USA, Dec. 2009
Shih-Hau Fang, Tsung-Nan Lin;, “Accurate WLAN indoor localization based on RSS, fluctuations modeling,” IEEE International Symposium on Intelligent Signal Processing, 2009. WISP 2009., Budapest, Aug. 2009
C. Wang, T. Lin, P. Lin, “Cross-layer analysis and design for multimedia services in IEEE 802.11 WLANs,” ACM International Conference On Mobile Technology, Applications, And Systems, Sept. 2008
Shih-Hau Fang Jen-Chian Chen Hau-Ru Huang Tsung-Nan Lin, “Metropolitan-Scale Location Estimation Using FM Radio with Analysis of Measurements,” IEEE International Conference on Wireless Communications and Mobile Computing, 2008 (IWCMC '08)., pp. 171-176, Aug. 2008
Shih-Hau Fang Tsung-Nan Lin, “Robust wireless LAN location fingerprinting by SVD-based noise reduction,” IEEE 3rd International Symposium on Communications, Control and Signal Processing, 2008. ISCCSP 2008., 295-298, Mar. 2008
Shih-Hau Fang, Pochiang Lin, Tsungnan Lin, “Indoor localization by a novel probabilistic approach,” the 8th IEEE Signal Processing Advances in Wireless communications (SPAWC), Helsinki, Finland, Jun. 2007
Wang, Chiapin; Lin, Tsungnan, “On Fairness in Heterogeneous WLAN Environments,” IEEE Global Telecommunications Conference, 2006,, vol., pp.1-5, Nov. 2006
Tsung-Nan Lin Po-Chiang Lin, “Performance comparison of indoor positioning techniques based on location fingerprinting in wireless networks,” Wireless Networks, Communications and Mobile Computing, 2005 International Conference on, 1569-1574, Jun. 2005
Hsinping Wang, Tsungnan Lin, “On Efficiency in Searching Networks,” IEEE Infocom, Miami, FL, Mar. 2005
Tsungnan Lin, Chiapin Wang, Po-Chiang Lin, “A NEURAL NETWORK BASED CONTEXT-AWARE HANDOFF ALGORITHM FOR MULTIMEDIA COMPUTING,” IEEE ICASSP, Philadelphia, PA, USA, Mar. 2005
Tsungnan Lin, Chih-Lung Hsu, “Directional Weighted-Based Demosaicking Algorithm,” Proc. Of IEEE Pacific-Rim Conference on Multimedia, Nov. 2004
Tsungnan Lin, H. Wang, Jianming Wang,, “Search Performance Analysis and Robust Search Algorithm in Unstructured Peer-to-Peer Networks,” IEEE/ACM International Symposium on Cluster Computing and the Grid,, Apr. 2004
Hsinping Wang ,Tsungnan Lin, Chia Hung Chen, Yennan Shen, “Dynamic Search in Peer-to-Peer Networks,” The 13th International World Wide Web Conference, 2004
Tsungnan Lin, Hsinping Wang,, “Search Performance Analysis in Peer-to-Peer Networks,,” IEEE International Conference on Peer-to-Peer Computing, p. 204, 2003
Tsung-Nan Lin, Joseph Shu,, “Adaptive-Hierarchical-Filtering Technique for Image Enhancement,” Third IEEE Pacific-Rim Conference on Multimedia,, P401-408,, 2002
Joseph Shu, Tsung-Nan Lin, A. Bhattacharjya, Tadashi Shiozaki,, “Adaptive hierarchical-filtering technique for high-quality magazine image reproduction,” Proc., SPIE Vol. 3959,, 2000
Books:
Tsung-Nan Lin, “Delay Networks: Buffers to the Rescue,” John Kolen and Stefan Kremer, editors, A Field Guide to Dynamic Recurrent Networks, IEEE Press,, 2000
Tsung-Nan Lin, B.G. Horne, P. Tino, C.L. Giles,, “Learning long--term dependencies with NARX networks,” IEEE Trans. on Neural Networks,, p. 1329, pages, 1996
Patents:
Tsung-Nan Lin, Yu-Ping Huang, “CLOUD SECURED STORAGE SYSTEM UTILIZING MULTIPLE CLOUD SERVERS WITH PROCESSES OF FILE SEGMENTATION, ENCRYPTION AND GENERATION OF DATA CHUNKS,” US 11,455,103 B2, Sept. 2022
Shu; Joseph , Chen; Jau-Yuen, Lin; Tsung-Nan, “Image artifact removal technique for LCP,” United States Patent 6,879,733, Apr. 2005
Tsungnan Lin, Joseph Shu,, “Smoothness enhancement in laser printing through periodic modulation of halftone cell,” US patent 6,633,412,, Oct. 2003
Tsungnan Lin, Joseph Shu,, “Out-of-gamut color mapping strategy,” US patent 6,421,142,, Jul. 2002
Tsungnan Lin, Joseph Shu,, “Self-calibration of network color copier,” US patent 6,404,511,, Jun. 2002
Joseph Shu, Tsungnan Lin, Hakan Ancin, Anoop Bhattachrjya,, “Color image reproduction with accurate inside-gamut colors and enhanced outside-gamut colors,” US patent 6,400,843,, Jun. 2002
Anoop Bhattacharjya, Tsung-Nan Lin, Joseph Shu,, “Color table manipulations for contour reduction,” US patent 6,522,427,, Feb. 2002
Joseph Shu, Anoop Bhattachrjya, Tsungnan Lin,, “Reduction of moire in screened images using hierarchical edge detection and adaptive-length averaging filters,” US patent 6,233,060,, May 2001
Tsungnan Lin, Joseph Shu,, “Color matching accuracy inside and outside the gamut,” US patent 6,204,939,, Mar. 2001
Tsungnan Lin, Anoop Bhattachrjya,, “Self-calibration for color image Reproduction system,” US patent 6,185,004,, Feb. 2001
Tsungnan Lin, Joseph Shu,, “Device-independent and medium-independent color matching between an input device and an output device,” US patent 6,181,445,, Jan. 2001
Tsungnan Lin,, “Scanner Calibration technique to overcome tone inversion,” US patent 6,160,644,, Dec. 2000
Tsungnan Lin, Joseph Shu, Jerzy Swic,, “Frame Rate Modulation for liquid crystal display,” US patent 6,064,359,, May 2000
other:
林宗男, “Remote Service Blueprint,” Apr. 2002, ECOstructure (EMC, Cisco, and Oracle joint infrastructure initiative to define a joint E-Business suite),
林宗男, “Accelerated Blueprint,” Oct. 2001, ECOstructure (EMC, Cisco, and Oracle joint infrastructure initiative to define a joint E-Business suite),