Dr Guangdong Bai

Senior Lecturer Software Engineerng

School of Information Technology and Electrical Engineering
Faculty of Engineering, Architecture and Information Technology
g.bai@uq.edu.au
+61 7 336 51187

Overview

Dr Guangdong Bai is a Senior Lecturer at School of Information Technology and Electrical Engineering, The University of Queensland, Australia. His research interests include Cyber Security, Software Engineering and Formal Methods.

He obtained his PhD degree from National University of Singapore, Singapore, and M.S. and B.S. degrees from Peking University, China.

Please visit his webpage for more details: https://baigd.github.io/

Research Interests

  • Mobile Security, Software Security, Internet of Things (IoT) Security
  • Protocol Verification
  • Software Engineering

Qualifications

  • Doctor of Philosophy, National University of Singapore

Publications

View all Publications

Supervision

  • Doctor Philosophy

  • Doctor Philosophy

  • Doctor Philosophy

View all Supervision

Publications

Journal Article

Conference Publication

  • Zhang, Chenhao, Zhang, Yanjun, Mao, Jeff, Chen, Weitong, Yue, Lin, Bai, Guangdong and Xu, Miao (2022). Towards better generalization for neural network-based SAT solvers. 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, 16-19 May 2022. Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-3-031-05936-0_16

  • Xie, Fuman, Zhang, Yanjun, Wei, Hanlin and Bai, Guangdong (2022). UQ-AAS21: A comprehensive dataset of Amazon Alexa skills. 17th International Conference on Advanced Data Mining Applications (ADMA), Online, 2-4 February, 2022. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-95405-5_12

  • Zhang, Yanjun, Bai, Guangdong, Li, Xue, Curtis, Caitlin, Chen, Chen and Ko, Ryan K. L. (2021). Privacy-preserving gradient descent for distributed genome-wide analysis. ESORICS 2021 - 26th European Symposium on Research in Computer Security, Darmstadt, Germany, 4–8 October, 2021. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-88428-4_20

  • Mahadewa, Kulani, Zhang, Yanjun, Bai, Guangdong, Bu, Lei, Zuo, Zhiqiang, Fernando, Dileepa, Liang, Zhenkai and Dong, Jin Song (2021). Identifying privacy weaknesses from multi-party trigger-action integration platforms. ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual, Denmark, 11 - 17 July 2021. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/3460319.3464838

  • Wei, Hanlin, Hassanshahi, Behnaz, Bai, Guangdong, Krishnan, Padmanabhan and Vorobyov, Kostyantyn (2021). MoScan: A model-based vulnerability scanner for web single sign-on services. 30th ACM SIGSOFT International Symposium on Software Testing and Analysis ISSTA 2021, Online, 11 - 17 July 2021. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3460319.3469081

  • Wang, Kailong, Zhang, Junzhe, Bai, Guangdong, Ko, Ryan and Dong, Jin Song (2021). It’s Not Just the Site, It’s the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts. WWW '21: The Web Conference 2021, Ljubljana, Slovenia, 19-23 April 2021. New York, NY United States: ACM. doi: 10.1145/3442381.3450008

  • Choi, Taejun, Bai, Guangdong, Ko, Ryan K. L., Dong, Naipeng, Zhang, Wenlu and Wang, Shunyao (2021). An analytics framework for heuristic inference attacks against industrial control systems. 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 202, Guangzhou, China, 29 December 2020-1 January 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/TrustCom50675.2020.00112

  • Wang, Liu, Li, Ruiqing, Zhu, Jiaxin, Bai, Guangdong and Wang, Haoyu (2021). A large-scale empirical study of COVID-19 themed GitHub repositories. 45th Annual International IEEE-Computer-Society Computers, Software, and Applications Conference (COMPSAC), Madrid, Spain, 12-16 July 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/compsac51774.2021.00124

  • Lu, Yuteng, Sun, Weidi, Bai, Guangdong and Sun, Meng (2021). DeepAuto: a first step towards formal verification of deep learning systems. 33rd International Conference on Software Engineering and Knowledge Engineering (SEKE 2021), Pittsburg, PA, United States, 1 - 10 July 2021. Skokie, IL, United States: Knowledge Systems Institute Graduate School. doi: 10.18293/SEKE2021-090

  • Wang, Liu, Li, Ruiqing, Zhu, Jiaxin, Bai, Guangdong, Su, Weihang and Wang, Haoyu (2021). Understanding the impact of COVID-19 on github developers: a preliminary study. 33rd International Conference on Software Engineering and Knowledge Engineering (SEKE 2021), Pittsburg, PA, United States, 1 - 10 July 2021. Skokie, IL, United States: Knowledge Systems Institute Graduate School. doi: 10.18293/SEKE2021-132

  • Xia, Pengcheng, Wang, Haoyu, Luo, Xiapu, Wu, Lei, Zhou, Yajin, Bai, Guangdong, Xu, Guoai, Huang, Gang and Liu, Xuanzhe (2020). Don't Fish in Troubled Waters! Characterizing Coronavirus-Themed Cryptocurrency Scams. APWG Symposium on Electronic Crime Research (eCrime), Online, 16-19 November 2020. Piscataway, NJ United States: IEEE. doi: 10.1109/eCrime51433.2020.9493255

  • Ji, Ru, He, Ningyu, Wu, Lei, Wang, Haoyu, Bai, Guangdong and Guo, Yao (2020). DEPOSafe: Demystifying the Fake Deposit Vulnerability in Ethereum Smart Contracts. 2020 25th International Conference on Engineering of Complex Computer Systems (ICECCS), Singapore, 28-31 October 2020. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICECCS51672.2020.00022

  • Wei, Hanlin, Bai, Guangdong and Luo, Zongwei (2020). Foggy: a new anonymous communication architecture based on microservices. 25th International Conference on Engineering of Complex Computer Systems (ICECCS), Singapore, Singapore, 28 - 31 October 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iceccs51672.2020.00023

  • Zhang, Yanjun, Bai, Guangdong, Li, Xue, Curtis, Caitlin, Chen, Chen and Ko, Ryan K. L. (2020). PrivColl: practical privacy-preserving collaborative machine learning. European Symposium on Research in Computer Security, Guildford, United Kingdom, 14-18 September 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-58951-6_20

  • Meng, Mark H., Bai, Guangdong, Liu, Joseph K., Luo, Xiapu and Wang, Yu (2019). Analyzing use of high privileges on android: an empirical case study of screenshot and screen recording applications. 14th International Conference, Inscrypt 2018, Fuzhou, China, 14-17 December 2018. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-030-14234-6_19

  • Liu, Tianming, Wang, Haoyu, Li, Li, Bai, Guangdong, Guo, Yao and Xu, Guoai (2019). DaPanda: detecting aggressive push notifications in android apps. 34th IEEE/ACM International Conference on Automated Software Engineering (ASE), San Diego, CA, United States, 10-11 November 2019. New York, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ASE.2019.00017

  • Ye, Quanqi, Zhang, Yan, Bai, Guangdong, Dong, Naipeng, Liang, Zhenkai, Dong, Jin Song and Wang, Haoyu (2019). LightSense: a novel side channel for zero-permission mobile user tracking. 22nd International Conference, ISC, New York, NY, United States, 16-18 September 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-30215-3_15

  • Wang, Kailong, Bai, Guangdong, Dong, Naipeng and Dong, Jin Song (2018). A Framework for Formal Analysis of Privacy on SSO Protocols. 13th EAI International Conference on Security and Privacy in Communication Networks (SecureComm), Niagara Falls Canada, 22-25 October 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-78813-5_41

  • Lin, Yun, Sun, Jun, Tran, Lyly, Bai, Guangdong, Wang, Haijun and Dong, Jinsong (2018). Break the dead end of dynamic slicing: localizing data and control omission bug. 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE), Montpellier, France, 3-7 September 2018. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1145/3238147.3238163

  • Thin, Wai Yan Maung Maung, Dong, Naipeng, Bai, Guangdong and Dong, Jin Song (2018). Formal Analysis of a Proof-of-Stake Blockchain. 23rd International Conference on Engineering of Complex Computer Systems (ICECCS), Melbourne, VIC Australia, 12-14 December 2018. Piscataway, NJ United States: IEEE. doi: 10.1109/iceccs2018.2018.00031

  • Ye, Quanqi, Bai, Guangdong, Dong, Naipeng and Dong, Jin Song (2018). Inferring implicit assumptions and correct usage of mobile payment protocols. 13th EAI International Conference on Security and Privacy in Communication Networks (SecureComm), Niagara Falls, Canada, 22-25 October 2017. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-78813-5_24

  • Chen, Binbin, Dong, Xinshu, Bai, Guangdong, Jauhar, Sumeet and Cheng, Yueqiang (2017). Secure and efficient software-based attestation for industrial control devices with ARM processors. 33rd Annual Computer Security Applications Conference (ACSAC), Orlando, FL, United States, 4-8 December, 2017. Washington, DC United States: I E E E Computer Society. doi: 10.1145/3134600.3134621

  • Li, Li, Dong, Naipeng, Pang, Jun, Sun, Jun, Bai, Guangdong, Liu, Yang and Dong, Jin Song (2017). A verification framework for stateful security protocols. 19th International Conference on Formal Engineering Methods (ICFEM), Xian, Peoples Republic of China, 13-17 November 2017. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-68690-5_16

  • Guo, Chenkai, Dong, Naipeng, Bai, Guangdong, Ye, Quanqi, Dong, Jinsong, Xu, Jing and Si, Guannan (2017). App genome: callback sequencing in Android. IEEE/ACM 39th International Conference on Software Engineering Companion (ICSE-C), Buenos Aires, Argentina, 20-28 May 2017. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icse-c.2017.82

  • Guo, Chenkai, Ye, Quanqi, Dong, Naipeng, Bai, Guangdong, Dong, Jin Song and Xu, Jing (2016). Automatic construction of callback model for android application. 21st International Conference on Engineering of Complex Computer Systems (ICECCS), Dubai, United Arab Emirates, 6-8 November 2016. Los Alamitos, CA, United States: IEEE Computer Society. doi: 10.1109/ICECCS.2016.041

  • Li, Xiaolei, Hu, Hong, Bai, Guangdong, Jia, Yaoqi, Liang, Zhenkai and Saxena, Prateek (2014). DroidVault: A Trusted Data Vault for Android Devices. 19th International Conference on Engineering of Complex Computer Systems (ICECCS), Tianjin, China, 4-7 August 2014. Piscataway, NJ United States: IEEE. doi: 10.1109/iceccs.2014.13

  • Bai, Guangdong, Hao, Jianan, Wu, Jianliang, Liu, Yang, Liang, Zhenkai and Martin, Andrew (2014). TrustFound: Towards a formal foundation for model checking trusted computing platforms. FM: International Symposium on Formal Methods, Singapore, Singapore, 12-16 May 2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-06410-9_8

  • Li, Xiaolei, Bai, Guangdong, Liang, Zhenkai and Yin, Heng (2013). A Software Environment for Confining Malicious Android Applications via Resource Virtualization. 18th International Conference on Engineering of Complex Computer Systems (ICECCS), Singapore, 17-19 July 2013. Piscataway, NJ United States: IEEE. doi: 10.1109/iceccs.2013.38

  • Hao, Jianan, Liu, Yang, Cai, Wentong, Bai, Guangdong and Sun, Jun (2013). vTRUST: a formal modeling and verification framework for virtualization systems. 15th International Conference on Formal Engineering Methods (ICFEM), Queenstown, New Zealand, 29 October-1 November 2013. Heidelberg, Germany: Springer.

  • Bai, Guangdong, Gu, Liang, Feng, Tao, Guo, Yao and Chen, Xiangqun (2010). Context-aware usage control for Android. 6th International Conference on Security and Privacy in Communication Networks (SecureComm 2010), Singapore, Singapore, 7-9 September 2010. Heidelberg, Germany: Springer.

Other Outputs

Grants (Administered at UQ)

PhD and MPhil Supervision

Current Supervision

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

    Other advisors:

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Principal Advisor

  • Doctor Philosophy — Associate Advisor

    Other advisors:

  • Doctor Philosophy — Associate Advisor

    Other advisors:

  • Doctor Philosophy — Associate Advisor

  • Doctor Philosophy — Associate Advisor

  • Doctor Philosophy — Associate Advisor

  • Doctor Philosophy — Associate Advisor

    Other advisors:

  • Doctor Philosophy — Associate Advisor

Completed Supervision