Xinguo Feng, Zhongkui Ma, Zihan Wang, Chegne Eu Joe, Mengyao Ma, Alsharif Abuadbba, Guangdong Bai.
Uncovering Gradient Inversion Risks in Practical Language Model Training
The ACM Conference on Computer and Communications Security (CCS), 2024.
Chuan Yan, Ruomai Ren, Mark Huasong Meng, Liuhuo Wan, Tian Yang Ooi, Guangdong Bai
Exploring ChatGPT App Ecosystem: Distribution, Deployment and Security
The 39th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2024.
Mengyao Ma, Shuofeng Liu, Pathum Chamikara Mahawaga Arachchige, Mohan Baruwal Chhetri, Guangdong Bai
33rd ACM International Conference on Information and Knowledge Management (CIKM 2024).
Hao Guan, Yepang Liu, Guangdong Bai
33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024).
Chuan Yan, Mark Huasong Meng, Fuman Xie, Guangdong Bai
Investigating Documented Privacy Changes in Android OS
ACM International Conference on the Foundations of Software Engineering (FSE), 2024.
Zihan Wang, Zhongkui Ma, Xinguo Feng, Ruoxi Sun, Hu Wang, Minhui Xue, Guangdong Bai
CoreLocker: Neuron-level Usage Control
45th IEEE Symposium on Security and Privacy (IEEE S&P), 2024.
Shuofeng Liu, Zihan Wang, Minhui Xue, Long Wang, Yuanchao Zhang, Guangdong Bai
The 33rd USENIX Security Symposium (USENIX Security'24).
Liuhuo Wan, Kailong Wang, Kulani Mahadewa, Haoyu Wang, Guangdong Bai
ACM on Web Conference (WWW), 2024
Liuhuo Wan, Kailong Wang, Haoyu Wang, Guangdong Bai
Is It Safe to Share Your Files? An Empirical Security Analysis of Google Workspace
ACM on Web Conference (WWW), 2024
Fuman Xie, Chuan Yan, Mark Huasong Meng, Shaoming Teng, Yanjun Zhang, Guangdong Bai
Are Your Requests Your True Needs? Checking Excessive Data Collection in VPA Apps
The 46th International Conference on Software Engineering (ICSE), 2024.
Zhongkui Ma, Jiaying Li, Guangdong Bai
51st ACM SIGPLAN Symposium on Principles of Programming Languages (POPL), 2024.
Chuan Yan, Fuman Xie, Mark Huasong Meng, Yanjun Zhang, Guangdong Bai
On the Quality of Privacy Policy Documents of Virtual Personal Assistant Applications
24th Privacy Enhancing Technologies Symposium (PETS 2024)
Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong
Characterizing Cryptocurrency-themed Malicious Browser Extensions
ACM SIGMETRICS 2023.
Mark Huasong Meng, Sin Gee Teo, Guangdong Bai, Kailong Wang, and Jin Song Dong
Enhancing Federated Learning Robustness using Data-Agnostic Model Pruning
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023.
Hao Guan, Ying Xiao, Jiaying Li, Yepang Liu, Guangdong Bai
A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization
The International Conference on Software Engineering (ICSE) , 2023.
Baiqi Chen, Tingmin Wu, Yanjun Zhang, Mohan Baruwal Chhetri, Guangdong Bai
Investigating Users' Understanding of Privacy Policies of Virtual Personal Assistant Applications
The 18th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2023).
Mengyao Ma, Yanjun Zhang, Leo Yu Zhang, Pathum Chamikara Mahawaga Arachchige, Mohan Baruwal Chhetri, Guangdong Bai
The 18th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2023).
Mark Huasong Meng, Qing Zhang, Guangshuai Xia, Yuwei Zheng, Yanjun Zhang, Guangdong Bai, Zhi Liu, Sin Gee Teo, Jin Song Dong
The Network and Distributed System Security Symposium (NDSS), 2023.
Liyue Shen, Yanjun Zhang, Jingwei Wang, Guangdong Bai
The Annual Computer Security Applications Conference (ACSAC), 2022.
Yuxin Ling, Kailong Wang, Guangdong Bai, Haoyu Wang, Jin Song Dong
Are They Toeing the Line? Diagnosing Privacy Compliance Violations among Browser Extensions
The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022.
Fuman Xie, Yanjun Zhang, Chuan Yan, Suwan Li, Lei Bu, Kai Chen, Zi Huang, Guangdong Bai
Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant Apps
The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022.
Kailong Wang, Yuwei Zheng, Qing Zhang, Guangdong Bai, Mingchuang Qin, Donghui Zhang, Jin Song Dong
Assessing Certificate Validation User Interfaces of WPA Supplicants
Annual International Conference On Mobile Computing And Networking (MobiCom), 2022.
Chenhao Zhang, Yanjun Zhang, Jeff Mao, Weitong Chen, Lin Yue, Guangdong Bai, Miao Xu
Towards Better Generalization for Neural Network-Based SAT Solvers
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2022.
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, and Jin Song Dong
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective
IEEE Transactions on Dependable and Secure Computing (TDSC)
Yanjun Zhang, Guangdong Bai, Xue Li, Surya Nepal, Marthie Grobler, Chen Chen, Ryan K L Ko
Preserving Privacy for Distributed Genome-Wide Analysis Against Identity Tracing Attacks
IEEE Transactions on Dependable and Secure Computing (TDSC)
Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan Ko
Privacy-Preserving Gradient Descent for Distributed Genome-Wide Analysis
European Symposium on Research in Computer Security (ESORICS), 2021.