Publications
International Journal
Yi-Ting Huang, Ting-Yi Chen, Shun-Wen Hsiao, and Yeali S. Sun, "Learning Dynamic Malware Representation from Common Behavior," Journal of Information Science and Engineering, vol, 38, no. 6, Nov. 2022. (SCIE, 2021 IF=1.142, 2022 JISE Best Paper Awards)
Shun-Wen Hsiao, Yeali S. Sun, and Meng Chang Chen, "Hardware-Assisted MMU Redirection for In-guest Monitoring and API Profiling," IEEE Transactions on Information Forensics & Security, vol. 15, pp. 2402-2416, Jan. 2020, 10.1109/TIFS.2020.2969514. (SCIE, 2021 IF=7.231)
Li Ming Chen, Shun-Wen Hsiao, Meng Chang Chen, and Wanjiun Liao, "Slow-Paced Persistent Network Attacks Analysis and Detection Using Spectrum Analysis," IEEE Systems Journal, vol. 10, issue 4, pp. 1326-1337, Dec. 2016, 10.1109/JSYST.2014.2348567. (SCIE, 2018 IF=4.463, 2021 IF=4.802)
Shun-Wen Hsiao, Yeali S. Sun, and Meng Chang Chen, "A Secure Proxy-Based Cross-Domain Communication for Web Mashup," Journal of Web Engineering, vol. 12, no. 3&4, pp. 291-316, Jul. 2013. (SCIE, 2018 IF=0.854)
International Conference
Yi Ling Lin, Shun-Wen Hsiao, Szu-Chi Tang, "Reinforcement Learning-based Livestreaming E-commerce Recommendation System," in Proc. of the Hawaii International Conference on System Sciences (HICSS-57), Hawaii, Jan 3-6, 2024. (Best paper nomination)
Shun-Wen Hsiao and Shih-Yu Wang, "A Genetic Algorithm Based Consensus Reaching Method on Malware Labels," in Proc. of the Twenty-ninth Americas Conference on Information Systems (AMCIS 2023), Panama City, Panama, August 10-12, 2023. (EI)
Hung-Ming Hsieh, Shun-Wen Hsiao, and Yi-Ling Lin, "Based on Attention Mechanism to Explain Consumer Purchase Intention in Live Streaming Commerce," in Proc. of the Annual Conference of the UK Academy for Information Systems (UKAIS2023), Kent, England, UK, April 20-21, 2023.
Chou-En Chien, Shun-Wen Hsiao, and Yi-Ling Lin, "Preference-Based Exploration DQN Recommender in Online Streaming Retailing," in Proc. of the Annual Conference of the UK Academy for Information Systems (UKAIS2023), Kent, England, UK, April 20-21, 2023.
Shun-Wen Hsiao and Yi-Jen Lee, "NN-Based Feature Selection for Text-Based Sequential Data," in Proc. 24th Pacific Asia Conference on Information Systems (PACIS 2020), Dubai, UAE, June 20-24, 2020 (EI).
Yi-Ting Huang, Yu-Yuan Chen, Chih-Chun Yang, Yeali Sun, Shun-Wen Hsiao and Meng Chang Chen, "Tagging Malware Intentions by Using Attention-Based Sequence-to-Sequence Neural Network," in Proc. the 24th Australasian Conference on Information Security and Privacy (ACISP 2019), Christchurch, New Zealand, 3-5 July 2019.
(Chi-Feng Liu,) Fang Yu, and Shun-Wen Hsiao, "Malware Family Characterization with Recurrent Neural Network and GHSOM using System Calls," in Proc. IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2018), Nicosia, Cyprus, 10-13 Dec. 2018.
Yeali S. Sun, Chien-Chun Chen, Shun-Wen Hsiao and Meng Chang Chen, "ANTSdroid: Automatic Malware Family Behaviour Generation and Analysis for Android Apps," in Proc. 23rd Australasian Conference on Information Security and Privacy (ACISP), Wollongong, Australia, July, 2018.
Chia-Lun Lee, Shun-Wen Hsiao and Fang Yu, "Biparti Majority Learning with Tensors," in Proc. 2018 IEEE International Congress on Big Data (BigData Congress 2018), San Francisco, CA, July, 2018. (EI)
Shun-Wen Hsiao, Yeali S. Sun and Meng Chang Chen, "Behavior Grouping of Android Malware Family," in Proc. 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 2016. doi: 10.1109/ICC.2016.7511424. (EI)
Shun-Wen Hsiao, Yi-Ning Chen, Yeali S. Sun and Meng Chang Chen, "A Cooperative Botnet Profiling and Detection in Virtualized Environment," in 2013 IEEE Conference on Communications and Network Security (CNS), National Harbor, MD, Oct. 2013. doi: 10.1109/CNS.2013.6682703. (EI)
Shun-Wen Hsiao, Yi-Ning Chen, Yeali S. Sun and Meng Chang Chen, "Combining Dynamic Passive Analysis and Active Fingerprinting for Effective Bot Malware Detection in Virtualized Environments," in 7th International Conference on Network and System Security (NSS), Madrid, Spain, Jun. 2013, LNCS, vol. 7873, pp. 699-706. (EI)
Shun-Wen Hsiao, Yeali S. Sun, Fu-Chi Ao and Meng Chang Chen, "A Secure Proxy-Based Cross-Domain Communication for Web Mashups," in Proc. 2011 Ninth IEEE European Conference on Web Services (ECOWS), Lugano, Switzerland, Sept. 2011, pp. 57-64. doi: 10.1109/ECOWS.2011.10. (EI)
Shun-Wen Hsiao, Yeali S. Sun, Meng Chang Chen and Hui Zhang, "Behavior Profiling for Robust Anomaly Detection," in Proc. 2010 IEEE International Conference on Wireless Communications, Networking and Information Security (WCNIS), Beijing, China, Jun. 2010, pp. 465-471. doi: 10.1109/WCINS.2010.5541822. (EI)
Shun-Wen Hsiao, Yeali S. Sun, Meng Chang Chen and Hui Zhang, "Cross-Level Behavioral Analysis for Robust Early Intrusion Detection," in Proc. 2010 IEEE International Conference on Intelligence and Security Informatics (ISI), Vancouver, Canada, May 2010, pp. 95-100. doi: 10.1109/ISI.2010.5484768. (EI)
Li Ming Chen, Meng Chang Chen, Yeali S. Sun, Shun-Wen Hsiao, Vyas Sekar and Hui Zhang, "Scalable Long-term Network Forensics for Epidemic Attacks," in Proc. International Conference on Network and Service Security (N2S '09), Paris, France, Jun. 2009, pp. 1-6. (EI)
Yuan-Chieh Lin, Shun-Wen Hsiao, Li-Ping Tung, Yeali S. Sun and Meng Chang Chen, "A Distributed Channel Access Scheduling Scheme with Clean-Air Spatial Reuse for Wireless Mesh Networks,” in Proc. 7th International IFIP-TC6 Networking Conference (NETWORKING '08), Singapore, May 2008, pp. 856-864. (EI)
Domestic Journal
陳冠華、蕭舜文(2023年?月)。線上遊戲開發與虛擬資產管理之區塊鏈框架設計,電子商務學報 (Journal of e-Business),2022年10月已接受。(TSSCI 優良期刊)
黃建勛、蕭舜文(2022年4月)。以區塊鏈技術、流程安全與選民隱私設計之去中心化投票架構。資訊管理學報 (Journal of Information Management),29卷2期,133-159頁。(TSSCI 優良期刊)
蕭舜文(2018年1月)。使用動態分析資料於卷積神經網路上進行惡意程式家族分類 。資訊安全通訊 (Communications of CCISA),24卷1期,41-60頁。
蕭舜文、孫雅麗、陳孟彰(2015年5月)。虛擬化環境之殭屍網路惡意程式行為側寫與偵測。前瞻科技與管理,5卷1期,85-106頁。doi: 10.3966/222014242015050501004.
Technical Report & arXiv
Lin-Hsun Lin and Shun-Wen Hsiao, "Attack Tactic Identification by Transfer Learning of Language Model," arXiv:2209.00263 [cs.CR], Sept. 2022. https://doi.org/10.48550/arXiv.2209.00263
Shun-Wen Hsiao and Po-Yu Chu, "Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network," arXiv:2208.05476 [cs.CR], Aug 2022. https://doi.org/10.48550/arXiv.2208.05476
Shun-Wen Hsiao, Yeali S. Sun and Meng Chang Chen, "Virtual Machine Introspection Based Malware Behavior Profiling and Family Grouping," arXiv:1705.01697 [cs.CR], May 2017. https://doi.org/10.48550/arXiv.1705.01697
Shun-Wen Hsiao, Yeali S. Sun, Meng Chang Chen and Hui Zhang, "Model-Based Anomaly Detection on Network Services," IIS, Academia Sinica, Tech. Rep. TR-IIS-16-002, Jun. 2016.
International Workshop / Poster
Shun-Wen Hsiao and Cheng-Yuan Sun, "LoRA-like Calibration for Multimodal Deception Detection using ATSFace Data," in Porc. of IEEE Big Data Workshop on Multimodal AI (MMAI 2023), Sorrento, Italy, Dec. 15-18, 2023. (with IEEE BigData 2023)
Early version: arXiv:2309.01383 [cs.CV], Sept. 2023. https://arxiv.org/abs/2309.01383
Shun-Wen Hsiao and Cheng-Yuan Sun, "Attention-aware multi-modal RNN for deception detection," in Porc. of 2nd Workshop on Multimodal Big Data (MMBD 2022), Osaka, Japan, Dec. 17-20, 2022. (with IEEE BigData 2022)
Wei-Ting Lin, Shun-Wen Hsiao, and Fang Yu, "Runtime Hook on Blockchain and Smart Contract Systems," in Proc. 8th ACM International Workshop on Security in Blockchain and Cloud Computing (SBC 2020), Taipei, Taiwan, June 1, 2020. (with ACM AsiaCCS 2020).
partial work is also shown in Proc. International Joint Conference of TCSE (Taiwan Conference of Software Engineering), JASPIC and SEA, Japan Track, Japan, July 29-31, 2019.
Cheng-Yu Chen and Shun-Wen Hsiao, "IoT Malware Dynamic Analysis Profiling System and Family Behavior Analysis," in Proc. IEEE International Conference on Big Data (IEEE BigData 2019), Los Angeles, CA, USA, Dec. 9-12, 2019.
Lok Ting Lam and Shun-Wen Hsiao, "AI-Based Online P2P Lending Risk Assessment On Social Network Data With Missing Value," in Proc. IEEE International Conference on Big Data (IEEE BigData 2019), Los Angeles, CA, USA, Dec. 9-12, 2019.
Kun Yuan Sung and Shun-Wen Hsiao, "Mitigating DDoS with PoW and Game Theory," in Proc. IEEE International Conference on Big Data (IEEE BigData 2019), Los Angeles, CA, USA, Dec. 9-12, 2019.
Yu-Hao Lin, Shun-Wen Hsiao, and Fang Yu, "On Profiling Runtime Function Call Invocation of Python Scripts," in Proc. International Joint Conference of TCSE (Taiwan Conference of Software Engineering), JASPIC and SEA, Taiwan, July 27, 2019. (Best Paper Award!) https://tcse2019.seat.org.tw
Domestic Conference
李宜臻、蕭舜文(2019年)。Sequence-Based Malware Behavior Analysis by Recurrent Neural Networks。International Conference on Information Management (第30屆國際資訊管理學術研討會),新北市,輔仁大學,台灣。
蕭舜文、孫雅麗、陳孟彰(2014年)。虛擬化環境之殭屍網路惡意程式行為側寫與偵測。中華安全科技與管理學會雲端技術與安全管理學術研討會,中壢,台灣。
蕭舜文、孫雅麗、潘育群、王乾隆(2010年)。資安網站平台的安全認證登入機制。TANET 2010 臺灣網際網路研討會,台南,台灣。
蕭舜文、孫雅麗、潘育群、王乾隆(2010年)。資安事件通報平台資料交換格式設計。TANET 2010 臺灣網際網路研討會,台南,台灣。
Domestic Book
蕭舜文等人(2018年)。Fintech趨勢與前瞻-區塊鏈發展趨勢與應用。台北:財團法人資訊工業策進會產業情報研究所。(ISBN: 9789575817541, 國家書店)