Guangdong Bai

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 102

Top Venues

Publications

Peng-Fei Zhang, Zi Huang, Xin-Shun Xu, Guangdong Bai
Effective and Robust Adversarial Training against Data and Label Corruptions. CoRR (2024)
Shuofeng Liu, Zihan Wang, Minhui Xue, Long Wang, Yuanchao Zhang, Guangdong Bai
Being Transparent is Merely the Beginning: Enforcing Purpose Limitation with Polynomial Approximation. USENIX Security Symposium (2024)
Chuan Yan, Fuman Xie, Mark Huasong Meng, Yanjun Zhang, Guangdong Bai
On the Quality of Privacy Policy Documents of Virtual Personal Assistant Applications. Proc. Priv. Enhancing Technol. 2024 (1) (2024)
Chuan Yan, Mark Huasong Meng, Fuman Xie, Guangdong Bai
Investigating Documented Privacy Changes in Android OS. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Kok Onn Chee, Mengmeng Ge, Guangdong Bai, Dan Dongseong Kim
IoTSecSim: A framework for modelling and simulation of security in Internet of things. Comput. Secur. 136 (2024)
Peng-Fei Zhang, Zi Huang, Guangdong Bai
Universal Adversarial Perturbations for Vision-Language Pre-trained Models. CoRR (2024)
Shunyao Wang, Ryan K. L. Ko, Guangdong Bai, Naipeng Dong, Taejun Choi, Yanjun Zhang
Evasion Attack and Defense on Machine Learning Models in Cyber-Physical Systems: A Survey. IEEE Commun. Surv. Tutorials 26 (2) (2024)
Zhongkui Ma, Jiaying Li, Guangdong Bai
ReLU Hull Approximation. Proc. ACM Program. Lang. 8 (POPL) (2024)
Pengcheng Xia, Zhou Yu, Kailong Wang, Kai Ma, Shuo Chen, Xiapu Luo, Yajin Zhou, Lei Wu, Guangdong Bai, Haoyu Wang
The Devil Behind the Mirror: Tracking the Campaigns of Cryptocurrency Abuses on the Dark Web. CoRR (2024)
Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based Detectors. CoRR (2024)
Fuman Xie, Chuan Yan, Mark Huasong Meng, Shao-Ming Teng, Yanjun Zhang, Guangdong Bai
Are Your Requests Your True Needs? Checking Excessive Data Collection in VPA App. ICSE (2024)
Yuxi Ling, Yun Hao, Yuyan Wang, Kailong Wang, Guangdong Bai, Jin Song Dong
Essential or Excessive? MINDAEXT: Measuring Data Minimization Practices among Browser Extensions. SANER (2024)
Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal
Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. WWW (2024)
Liuhuo Wan, Kailong Wang, Kulani Mahadewa, Haoyu Wang, Guangdong Bai
Don't Bite Off More than You Can Chew: Investigating Excessive Permission Requests in Trigger-Action Integrations. WWW (2024)
Mark Huasong Meng, Hao Guan, Liuhuo Wan, Sin Gee Teo, Guangdong Bai, Jin Song Dong
PAODING: A High-fidelity Data-free Pruning Toolkit for Debloating Pre-trained Neural Networks. CoRR (2024)
Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
AgrAmplifier: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Peng-Fei Zhang, Zi Huang, Guangdong Bai
Universal Adversarial Perturbations for Vision-Language Pre-trained Models. SIGIR (2024)
Pankaj Upadhyay, Subodh Sharma, Guangdong Bai
Symbolic Verification of Mesh Commissioning Protocol of Thread. ISEC (2024)
Liuhuo Wan, Kailong Wang, Haoyu Wang, Guangdong Bai
Is It Safe to Share Your Files? An Empirical Security Analysis of Google Workspace. WWW (2024)
Suwan Li, Lei Bu, Guangdong Bai, Fuman Xie, Kai Chen, Chang Yue
Model-Enhanced LLM-Driven VUI Testing of VPA Apps. CoRR (2024)
Baijun Cheng, Shengming Zhao, Kailong Wang, Meizhen Wang, Guangdong Bai, Ruitao Feng, Yao Guo, Lei Ma, Haoyu Wang
Beyond Fidelity: Explaining Vulnerability Localization of Learning-Based Detectors. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang
MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack. CoRR (2024)
Subrat Kumar Swain, Vireshwar Kumar, Dan Dongseong Kim, Guangdong Bai
SPAT: Semantic-Preserving Adversarial Transformation for Perceptually Similar Adversarial Examples. ECAI (2023)
Mark Huasong Meng, Guangdong Bai, Sin G. Teo, Jin Song Dong
Supervised Robustness-preserving Data-free Neural Network Pruning. ICECCS (2023)
Baiqi Chen, Tingmin Wu, Yanjun Zhang, Mohan Baruwal Chhetri, Guangdong Bai
Investigating Users' Understanding of Privacy Policies of Virtual Personal Assistant Applications. AsiaCCS (2023)
Mark Huasong Meng, Qing Zhang, Guangshuai Xia, Yuwei Zheng, Yanjun Zhang, Guangdong Bai, Zhi Liu, Sin G. Teo, Jin Song Dong
Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers. NDSS (2023)
Hao Guan, Ying Xiao, Jiaying Li, Yepang Liu, Guangdong Bai
A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization. ICSE (2023)
Pankaj Upadhyay, Subodh Sharma, Guangdong Bai
Symbolic Security Verification of Mesh Commissioning Protocol in Thread (extended version). CoRR (2023)
Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification. CoRR (2023)
Lei Bu, Qiuping Zhang, Suwan Li, Jinglin Dai, Guangdong Bai, Kai Chen, Xuandong Li
Security Checking of Trigger-Action-Programming Smart Home Integrations. ISSTA (2023)
Mengyao Ma, Yanjun Zhang, Mahawaga Arachchige Pathum Chamikara, Leo Yu Zhang, Mohan Baruwal Chhetri, Guangdong Bai
LoDen: Making Every Client in Federated Learning a Defender Against the Poisoning Membership Inference Attacks. AsiaCCS (2023)
Mark Huasong Meng, Sin G. Teo, Guangdong Bai, Kailong Wang, Jin Song Dong
Enhancing Federated Learning Robustness Using Data-Agnostic Model Pruning. PAKDD (2) (2023)
Shi Meng, Liu Wang, Shenao Wang, Kailong Wang, Xusheng Xiao, Guangdong Bai, Haoyu Wang
Wemint:Tainting Sensitive Data Leaks in WeChat Mini-Programs. ASE (2023)
Peng-Fei Zhang, Guangdong Bai, Hongzhi Yin, Zi Huang
Proactive Privacy-preserving Learning for Cross-modal Retrieval. ACM Trans. Inf. Syst. 41 (2) (2023)
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 Trans. Dependable Secur. Comput. 20 (4) (2023)
Jiaying Li, Guangdong Bai, Long H. Pham, Jun Sun
Towards an Effective and Interpretable Refinement Approach for DNN Verification. QRS (2023)
Shu Peng, Naipeng Dong, Guangdong Bai
Quantitative Explainable AI For Face Recognition. ICECCS (2023)
Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong
Characterizing Cryptocurrency-themed Malicious Browser Extensions. SIGMETRICS (Abstracts) (2023)
Guangquan Xu, Hongfei Shao, Jingyi Cui, Hongpeng Bai, Jiliang Li, Guangdong Bai, Shaoying Liu, Weizhi Meng, Xi Zheng
GenDroid: A query-efficient black-box android adversarial attack framework. Comput. Secur. 132 (2023)
Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu
AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. WWW (2023)
Chenhao Zhang, Yanjun Zhang, Jeff Mao, Weitong Chen, Lin Yue, Guangdong Bai, Miao Xu
Towards Better Generalization for Neural Network-Based SAT Solvers. PAKDD (2) (2022)
Suwan Li, Lei Bu, Guangdong Bai, Zhixiu Guo, Kai Chen, Hanlin Wei
VITAS : Guided Model-based VUI Testing of VPA Apps. ASE (2022)
Yuxi Ling, Kailong Wang, Guangdong Bai, Haoyu Wang, Jin Song Dong
Are they Toeing the Line? Diagnosing Privacy Compliance Violations among Browser Extensions. ASE (2022)
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Jin Song Dong
Paoding: Supervised Robustness-preserving Data-free Neural Network Pruning. CoRR (2022)
Hongcan Gao, Chenkai Guo, Guangdong Bai, Dengrong Huang, Zhen He, Yanfeng Wu, Jing Xu
Sharing runtime permission issues for developers based on similar-app review mining. J. Syst. Softw. 184 (2022)
Liuhuo Wan, Yanjun Zhang, Ruiqing Li, Ryan K. L. Ko, Louw Hoffman, Guangdong Bai
SATB: A Testbed of IoT-Based Smart Agriculture Network for Dataset Generation. ADMA (1) (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. ASE (2022)
Liyue Shen, Yanjun Zhang, Jingwei Wang, Guangdong Bai
Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification. ACSAC (2022)
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong
Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective. CoRR (2022)
Kailong Wang, Yuwei Zheng, Qing Zhang, Guangdong Bai, Mingchuang Qin, Donghui Zhang, Jin Song Dong
Assessing certificate validation user interfaces of WPA supplicants. MobiCom (2022)
Peng-Fei Zhang, Guangdong Bai, Zi Huang, Xin-Shun Xu
Machine Unlearning for Image Retrieval: A Generative Scrubbing Approach. ACM Multimedia (2022)
Peng-Fei Zhang, Zi Huang, Guangdong Bai, Xin-Shun Xu
IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy Labels. ACM Multimedia (2022)
Haoxi Tan, Mahin Chandramohan, Cristina Cifuentes, Guangdong Bai, Ryan K. L. Ko
ColdPress: An Extensible Malware Analysis Platform for Threat Intelligence. CoRR (2021)
Yanjun Zhang, Guangdong Bai, Xue Li, Surya Nepal, Ryan K. L. Ko
Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning. CoRR (2021)
Yuteng Lu, Weidi Sun, Guangdong Bai, Meng Sun
DeepAuto: A First Step Towards Formal Verification of Deep Learning Systems (S). SEKE (2021)
Kulani Mahadewa, Yanjun Zhang, Guangdong Bai, Lei Bu, Zhiqiang Zuo, Dileepa Fernando, Zhenkai Liang, Jin Song Dong
Identifying privacy weaknesses from multi-party trigger-action integration platforms. ISSTA (2021)
Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko
Privacy-Preserving Gradient Descent for Distributed Genome-Wide Analysis. ESORICS (2) (2021)
Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong
Characterizing Cryptocurrency-themed Malicious Browser Extensions. Proc. ACM Meas. Anal. Comput. Syst. 6 (3) (2021)
Liu Wang, Ruiqing Li, Jiaxin Zhu, Guangdong Bai, Haoyu Wang
A Large-Scale Empirical Study of COVID-19 Themed GitHub Repositories. COMPSAC (2021)
Liu Wang, Ruiqing Li, Jiaxin Zhu, Guangdong Bai, Weihang Su, Haoyu Wang
Understanding the Impact of COVID-19 on Github Developers: A Preliminary Study. SEKE (2021)
Taejun Choi, Guangdong Bai, Ryan K. L. Ko, Naipeng Dong, Wenlu Zhang, Shunyao Wang
An Analytics Framework for Heuristic Inference Attacks against Industrial Control Systems. CoRR (2021)
Kulani Mahadewa, Kailong Wang, Guangdong Bai, Ling Shi, Yan Liu, Jin Song Dong, Zhenkai Liang
Scrutinizing Implementations of Smart Home Integrations. IEEE Trans. Software Eng. 47 (12) (2021)
Fuman Xie, Yanjun Zhang, Hanlin Wei, Guangdong Bai
UQ-AAS21: A Comprehensive Dataset of Amazon Alexa Skills. ADMA (2021)
Yanjun Zhang, Guangdong Bai, Mingyang Zhong, Xue Li, Ryan K. L. Ko
Differentially Private Collaborative Coupling Learning for Recommender Systems. IEEE Intell. Syst. 36 (1) (2021)
Hanlin Wei, Behnaz Hassanshahi, Guangdong Bai, Padmanabhan Krishnan, Kostyantyn Vorobyov
MoScan: a model-based vulnerability scanner for web single sign-on services. ISSTA (2021)
Kailong Wang, Junzhe Zhang, Guangdong Bai, Ryan K. L. Ko, Jin Song Dong
It's Not Just the Site, It's the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts. WWW (2021)
Hongcan Gao, Chenkai Guo, Dengrong Huang, Xiaolei Hou, Yanfeng Wu, Jing Xu, Zhen He, Guangdong Bai
Autonomous Permission Recommendation. IEEE Access 8 (2020)
Yanfeng Wu, Chenkai Guo, Hongcan Gao, Jing Xu, Guangdong Bai
Dilated residual networks with multi-level attention for speaker verification. Neurocomputing 412 (2020)
Taejun Choi, Guangdong Bai, Ryan K. L. Ko, Naipeng Dong, Wenlu Zhang, Shunyao Wang
An Analytics Framework for Heuristic Inference Attacks against Industrial Control Systems. TrustCom (2020)
Liu Wang, Ruiqing Li, Jiaxin Zhu, Guangdong Bai, Haoyu Wang
When the Open Source Community Meets COVID-19: Characterizing COVID-19 themed GitHub Repositories. CoRR (2020)
Ru Ji, Ningyu He, Lei Wu, Haoyu Wang, Guangdong Bai, Yao Guo
DEPOSafe: Demystifying the Fake Deposit Vulnerability in Ethereum Smart Contracts. CoRR (2020)
Hanlin Wei, Guangdong Bai, Zongwei Luo
Foggy: A New Anonymous Communication Architecture Based on Microservices. ICECCS (2020)
Chenkai Guo, Dengrong Huang, Jianwen Zhang, Jing Xu, Guangdong Bai, Naipeng Dong
Early prediction for mode anomaly in generative adversarial network training: An empirical study. Inf. Sci. 534 (2020)
Pengcheng Xia, Haoyu Wang, Xiapu Luo, Lei Wu, Yajin Zhou, Guangdong Bai, Guoai Xu, Gang Huang, Xuanzhe Liu
Don't Fish in Troubled Waters! Characterizing Coronavirus-themed Cryptocurrency Scams. eCrime (2020)
Naipeng Dong, Guangdong Bai, Lung-Chen Huang, Edmund Kok Heng Lim, Jin Song Dong
A blockchain-based decentralized booking system. Knowl. Eng. Rev. 35 (2020)
Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko
PrivColl: Practical Privacy-Preserving Collaborative Machine Learning. ESORICS (1) (2020)
Pengcheng Xia, Haoyu Wang, Xiapu Luo, Lei Wu, Yajin Zhou, Guangdong Bai, Guoai Xu, Gang Huang, Xuanzhe Liu
Don't Fish in Troubled Waters! Characterizing Coronavirus-themed Cryptocurrency Scams. CoRR (2020)
Ru Ji, Ningyu He, Lei Wu, Haoyu Wang, Guangdong Bai, Yao Guo
DEPOSafe: Demystifying the Fake Deposit Vulnerability in Ethereum Smart Contracts. ICECCS (2020)
Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko
PrivColl: Practical Privacy-Preserving Collaborative Machine Learning. CoRR (2020)
Quanqi Ye, Yan Zhang, Guangdong Bai, Naipeng Dong, Zhenkai Liang, Jin Song Dong, Haoyu Wang
LightSense: A Novel Side Channel for Zero-permission Mobile User Tracking. ISC (2019)
Tianming Liu, Haoyu Wang, Li Li, Guangdong Bai, Yao Guo, Guoai Xu
DaPanda: Detecting Aggressive Push Notifications in Android Apps. ASE (2019)
Pardeep Kumar, Yun Lin, Guangdong Bai, Andrew Paverd, Jin Song Dong, Andrew P. Martin
Smart Grid Metering Networks: A Survey on Security, Privacy and Open Research Issues. IEEE Commun. Surv. Tutorials 21 (3) (2019)
Guangdong Bai, Quanqi Ye, Yongzheng Wu, Heila Botha, Jun Sun, Yang Liu, Jin Song Dong, Willem Visser
Towards Model Checking Android Applications. IEEE Trans. Software Eng. 44 (6) (2018)
Jian Mao, Jingdong Bian, Guangdong Bai, Ruilong Wang, Yue Chen, Yinhao Xiao, Zhenkai Liang
Detecting Malicious Behaviors in JavaScript Applications. IEEE Access 6 (2018)
Wai Yan Maung Maung Thin, Naipeng Dong, Guangdong Bai, Jin Song Dong
Formal Analysis of a Proof-of-Stake Blockchain. ICECCS (2018)
Guozhu Meng, Ruitao Feng, Guangdong Bai, Kai Chen, Yang Liu
DroidEcho: an in-depth dissection of malicious behaviors in Android applications. Cybersecur. 1 (1) (2018)
Yun Lin, Jun Sun, Lyly Tran, Guangdong Bai, Haijun Wang, Jin Song Dong
Break the dead end of dynamic slicing: localizing data and control omission bug. ASE (2018)
Mark H. Meng, Guangdong Bai, Joseph K. Liu, Xiapu Luo, Yu Wang
Analyzing Use of High Privileges on Android: An Empirical Case Study of Screenshot and Screen Recording Applications. Inscrypt (2018)
Kulani Tharaka Mahadewa, Kailong Wang, Guangdong Bai, Ling Shi, Jin Song Dong, Zhenkai Liang
HOMESCAN: Scrutinizing Implementations of Smart Home Integrations. ICECCS (2018)
Kailong Wang, Guangdong Bai, Naipeng Dong, Jin Song Dong
A Framework for Formal Analysis of Privacy on SSO Protocols. SecureComm (2017)
Li Li, Naipeng Dong, Jun Pang, Jun Sun, Guangdong Bai, Yang Liu, Jin Song Dong
A Verification Framework for Stateful Security Protocols. ICFEM (2017)
Binbin Chen, Xinshu Dong, Guangdong Bai, Sumeet Jauhar, Yueqiang Cheng
Secure and Efficient Software-based Attestation for Industrial Control Devices with ARM Processors. ACSAC (2017)
Zhengkui Wang, Guangdong Bai, Soumyadeb Chowdhury, Quanqing Xu, Zhi Lin Seow
TwiInsight: Discovering Topics and Sentiments from Social Media Datasets. CoRR (2017)
Quanqi Ye, Guangdong Bai, Naipeng Dong, Jin Song Dong
Inferring Implicit Assumptions and Correct Usage of Mobile Payment Protocols. SecureComm (2017)
Yinhao Xiao, Guangdong Bai, Jian Mao, Zhenkai Liang, Wei Cheng
Privilege Leakage and Information Stealing through the Android Task Mechanism. PAC (2017)
Chenkai Guo, Naipeng Dong, Guangdong Bai, Quanqi Ye, Jin Song Dong, Jing Xu, Guannan Si
App genome: callback sequencing in Android. ICSE (Companion Volume) (2017)
Chenkai Guo, Quanqi Ye, Naipeng Dong, Guangdong Bai, Jin Song Dong, Jing Xu
Automatic Construction of Callback Model for Android Application. ICECCS (2016)
Yaoqi Jia, Guangdong Bai, Prateek Saxena, Zhenkai Liang
Anonymity in Peer-assisted CDNs: Inference Attacks and Mitigation. Proc. Priv. Enhancing Technol. 2016 (4) (2016)
Shuang Liu, Guangdong Bai, Jun Sun, Jin Song Dong
Towards Using Concurrent Java API Correctly. ICECCS (2016)
Haoyu Wang, Yao Guo, Zihao Tang, Guangdong Bai, Xiangqun Chen
Reevaluating Android Permission Gaps with Static and Dynamic Analysis. GLOBECOM (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guangdong Bai