Overview
Background
A/Prof Guangdong Bai (on leave) is an Associate Professor at the Discipline of Cyber Security and Software Engineering (CSS), School of Electrical Engineering and Computer Science (EECS), The University of Queensland, Australia. His research interests include Trustworthy AI, Cyber Security, Software Engineering and Formal Methods.
Availability
- Associate Professor Guangdong Bai is:
- Not available for supervision
Qualifications
- Doctor of Philosophy, National University of Singapore
Research interests
-
Trustworthy AI
Advancing Trustworthy AI by developing cutting-edge methods to enhance AI security, privacy, reliability, and ethical alignment.
-
AI for Security/Software Engineering
Leveraging and adapting artificial intelligence to enhance system security and resilience.
-
Privacy Compliance and Governance
Enhancing privacy compliance in software systems, focusing on ensuring that applications adhere to data protection regulations and safeguard user privacy.
Works
Search Professor Guangdong Bai’s works on UQ eSpace
2020
Journal Article
Autonomous Permission Recommendation
Gao, Hongcan, Guo, Chenkai, Huang, Dengrong, Hou, Xiaolei, Wu, Yanfeng, Xu, Jing, He, Zhen and Bai, Guangdong (2020). Autonomous Permission Recommendation. IEEE Access, 8 8962006, 76580-76594. doi: 10.1109/ACCESS.2020.2967139
Featured
2020
Conference Publication
PrivColl: practical privacy-preserving collaborative machine learning
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
2019
Journal Article
Smart grid metering networks: a survey on security, privacy and open research issues
Kumar, Pardeep, Lin, Yun, Bai, Guangdong, Paverd, Andrew, Dong, Jin Song and Martin, Andrew (2019). Smart grid metering networks: a survey on security, privacy and open research issues. IEEE Communications Surveys and Tutorials, 21 (3), 2886-2927. doi: 10.1109/comst.2019.2899354
2019
Conference Publication
LightSense: a novel side channel for zero-permission mobile user tracking
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
2019
Conference Publication
DaPanda: detecting aggressive push notifications in android apps
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
2019
Conference Publication
Analyzing use of high privileges on android: an empirical case study of screenshot and screen recording applications
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
2018
Journal Article
Towards model checking Android applications
Bai, Guangdong, Ye, Quanqi, Wu, Yongzheng, Botha, Heila, Sun, Jun, Liu, Yang, Dong, Jin Song and Visser, Willem (2018). Towards model checking Android applications. IEEE Transactions on Software Engineering, 44 (6), 595-612. doi: 10.1109/tse.2017.2697848
2018
Journal Article
Detecting Malicious Behaviors in JavaScript Applications
Mao, Jian, Bian, Jingdong, Bai, Guangdong, Wang, Ruilong, Chen, Yue, Xiao, Yinhao and Liang, Zhenkai (2018). Detecting Malicious Behaviors in JavaScript Applications. Ieee Access, 6, 12284-12294. doi: 10.1109/ACCESS.2018.2795383
2018
Conference Publication
Inferring implicit assumptions and correct usage of mobile payment protocols
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
2018
Conference Publication
Break the dead end of dynamic slicing: localizing data and control omission bug
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
2018
Conference Publication
A Framework for Formal Analysis of Privacy on SSO Protocols
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
2018
Conference Publication
Formal Analysis of a Proof-of-Stake Blockchain
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
2017
Conference Publication
Secure and efficient software-based attestation for industrial control devices with ARM processors
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
2017
Conference Publication
A verification framework for stateful security protocols
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
2017
Conference Publication
Privilege Leakage and Information Stealing through the Android Task Mechanism
Xiao, Yinhao, Bai, Guangdong, Mao, Jian, Liang, Zhenkai and Cheng, Wei (2017). Privilege Leakage and Information Stealing through the Android Task Mechanism. 1st IEEE Symposium on Privacy-Aware Computing (PAC), Washington Dc, Aug 01-04, 2017. NEW YORK: IEEE. doi: 10.1109/PAC.2017.29
2017
Conference Publication
App genome: callback sequencing in Android
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
2016
Conference Publication
Automatic construction of callback model for android application
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
2014
Journal Article
Context-aware usage control for Web of Things
Bai, Guangdong, Yan, Lin, Gu, Liang, Guo, Yao and Chen, Xiangqun (2014). Context-aware usage control for Web of Things. Security and Communication Networks, 7 (12), 2696-2712. doi: 10.1002/sec.424
2014
Conference Publication
DroidVault: A Trusted Data Vault for Android Devices
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
2014
Conference Publication
TrustFound: Towards a formal foundation for model checking trusted computing platforms
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
Funding
Current funding
Past funding
Supervision
Availability
- Associate Professor Guangdong Bai is:
- Not available for supervision
Supervision history
Current supervision
-
Doctor Philosophy
Robustness Verification of Neural Network
Principal Advisor
Other advisors: Dr Naipeng Dong
-
Doctor Philosophy
Automation of cyber software security targeting on software and mobile analysis
Principal Advisor
-
Doctor Philosophy
Multimodal Membership Inference: A Causal Perspective
Principal Advisor
-
Doctor Philosophy
IoT security analytics
Principal Advisor
Other advisors: Professor Ryan Ko, Dr Naipeng Dong
-
Doctor Philosophy
UQIDAR00265: Security Analytics of Internet of Things (IoT)
Principal Advisor
-
Doctor Philosophy
Analysing Internet of Thing Applications with Big Data Technique
Principal Advisor
-
Doctor Philosophy
Nudge4Cyber: Framework for Designing Accessible and Effective Cyber Security Nudges
Principal Advisor
-
Doctor Philosophy
Security of Internet of Things (IoT) Integration
Principal Advisor
Other advisors: Professor Ryan Ko
-
Doctor Philosophy
Privacy Compliance in Software Ecosystems
Principal Advisor
Other advisors: Dr Naipeng Dong
-
Doctor Philosophy
UQIDAR00265: Security Analytics of Internet of Things (IoT)
Principal Advisor
-
Doctor Philosophy
Privacy attacks and defences in cross-cyber physical domains
Principal Advisor
-
Doctor Philosophy
Auditing Privacy Policy Compliance of IoT Applications
Principal Advisor
-
Doctor Philosophy
Unified Cyber Security Framework for Distributed Learning
Principal Advisor
Other advisors: Professor Ryan Ko
-
Doctor Philosophy
A comprehensive framework for automated cybersecurity assessment, mitigation, and education using graphical security models
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
Distributed data collection infrastructure for IT and OT networks for automated early warning detection
Associate Advisor
Other advisors: Dr Naipeng Dong, Professor Ryan Ko
-
Doctor Philosophy
Evaluating and Enhancing the Resilience of Regression-Based Anomaly Detectors Against Gradient-Free Evasion Attacks in Industrial Control Systems
Associate Advisor
Other advisors: Dr Naipeng Dong, Professor Ryan Ko
-
Doctor Philosophy
Adversarial AI Attacks and Defenses in Intrusion Detection System for IoT
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
Exploring the Trustworthiness of Information Retrieval in the Era of Large Language Models
Associate Advisor
Other advisors: Dr Ruihong Qiu, Professor Helen Huang
-
Doctor Philosophy
Analysis of Machine Learning Systems
Associate Advisor
Other advisors: Dr Naipeng Dong
-
Doctor Philosophy
Automated Penetration Testing using Advanced AI Techniques
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
Towards Privacy-Preserving and Fairness-Aware Federated Recommendation Systems
Associate Advisor
Other advisors: Dr Ruihong Qiu, Professor Helen Huang
-
Doctor Philosophy
Distributed data collection infrastructure for IT and OT networks for automated early warning detection
Associate Advisor
Other advisors: Dr Naipeng Dong, Professor Ryan Ko
-
Doctor Philosophy
Continuous Code Analysis for Rapidly Evolving Software
Associate Advisor
Other advisors: Associate Professor Mark Utting, Dr Guowei Yang
-
Master Philosophy
Privacy Compliance in Software Ecosystems
Associate Advisor
Other advisors: Dr Naipeng Dong
-
Doctor Philosophy
A Distributed Data Collection Infrastructure For Automating Industrial Control Systems Security
Associate Advisor
Other advisors: Dr Naipeng Dong, Professor Ryan Ko
-
Doctor Philosophy
Fairness in Graph Representation Learning Models
Associate Advisor
Other advisors: Professor Helen Huang
-
Doctor Philosophy
AI based intrusion detection and response system
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
Distributed data collection infrastructure for IT and OT networks for automated early warning detection
Associate Advisor
Other advisors: Dr Naipeng Dong, Professor Ryan Ko
-
Doctor Philosophy
Secure, Accountable and Provenance-Centric File System
Associate Advisor
Other advisors: Professor Ryan Ko
-
Doctor Philosophy
Developing inclusive and culturally sensitive design guidelines for AI-enabled smart homes for people with disabilities in developing countries, based on local needs, preferences, and values
Associate Advisor
Other advisors: Professor Tim Miller, Dr Dhaval Vyas
-
Doctor Philosophy
Adversarial AI Attacks and Defenses in Intrusion Detection System for IoT
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
A comprehensive framework for automated cybersecurity assessment, mitigation, and education using graphical security models
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
Doctor Philosophy
Adaptive, secure and resilient programmable logic controllers (PLCs) and data transfer protocols
Associate Advisor
Other advisors: Professor Tapan Saha, Professor Ryan Ko
Completed supervision
-
2024
Doctor Philosophy
Security Modelling and Analysis of Internet of Things against Evolving Attacks
Associate Advisor
Other advisors: Associate Professor Dan Kim
-
2021
Doctor Philosophy
Privacy-preserving Sharing for Genome-wide Analysis
Associate Advisor
Other advisors: Professor Ryan Ko, Dr Caitlin Curtis, Professor Xue Li
Media
Enquiries
For media enquiries about Associate Professor Guangdong Bai's areas of expertise, story ideas and help finding experts, contact our Media team: