| 2026 | AsiaCCS | Mitigating Gradient Inversion Risks in Language Models via Token Obfuscation. | Xinguo Feng, Zhongkui Ma, Zihan Wang, Alsharif Abuadbba, Guangdong Bai |
| 2026 | AsiaCCS | ClieND: Client-Side Neuron-Level Detection against Poisoning Attacks on Cross-Silo Federated Learning. | Mengyao Ma, Shuofeng Liu, Viet Vo, Minghong Fang, Surya Nepal, Guangdong Bai |
| 2026 | WWW | SecureSplit: Mitigating Backdoor Attacks in Split Learning. | Zhihao Dou, Dongfei Cui, Weida Wang, Anjun Gao, Yueyang Quan, Mengyao Ma, Viet Vo, Guangdong Bai, Zhuqing Liu, Minghong Fang |
| 2025 | ADMA | A Large-Scale Analysis of Privacy Labels in Child-Accessible Mobile Applications. | Fengqi Yu, Fuman Xie, Naipeng Dong, Guangdong Bai |
| 2025 | CCS | LAMPS '25: ACM CCS Workshop on Large AI Systems and Models with Privacy and Security Analysis. | Kwok-Yan Lam, Xiaoning Liu, Derui Wang, Bo Li, Wenyuan Xu, Jieshan Chen, Minhui Xue, Xingliang Yuan, Guangdong Bai, Shuo Wang |
| 2025 | CSCWD | SwiftGuard: Enhanced Privacy and Efficiency in Blockchain-Based Fine-Grained Access Control for Cross-Domain Healthcare Collaboration. | Mengke Zhang, Xiaohong Li, Jie Zhang, Zhe Hou, Guangdong Bai, Ruitao Feng |
| 2025 | EMNLP | Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks. | Danny Wang, Ruihong Qiu, Guangdong Bai, Zi Huang |
| 2025 | ICLR | GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation. | Danny Wang, Ruihong Qiu, Guangdong Bai, Zi Huang |
| 2025 | MOBICOM | WinSpy: Cross-window Side-channel Attacks on Android's Multi-window Mode. | Zeng Li, Chuan Yan, Liuhuo Wan, Hui Zhuang, Pengfei Hu, Guangdong Bai, Yiran Shen |
| 2025 | PAKDD | TrojanTime: Backdoor Attacks on Time Series Classification. | Chang Dong, Zechao Sun, Guangdong Bai, Shuying Piao, Weitong Chen, Wei Emma Zhang |
| 2025 | WWW | Semantics-Aware Cookie Purpose Compliance. | Baiqi Chen, Jiawei Lyu, Tingmin Wu, Mohan Baruwal Chhetri, Guangdong Bai |
| 2025 | WWW | AI Model Modulation with Logits Redistribution. | Zihan Wang, Zhongkui Ma, Xinguo Feng, Zhiyang Mei, Ethan Ma, Derui Wang, Minhui Xue, Guangdong Bai |
| 2025 | WWW | Understanding and Detecting File Knowledge Leakage in GPT App Ecosystem. | Chuan Yan, Bowei Guan, Yazhi Li, Mark Huasong Meng, Liuhuo Wan, Guangdong Bai |
| 2025 | SP | Modifier Unlocked: Jailbreaking Text-to-Image Models Through Prompts. | Shuofeng Liu, Mengyao Ma, Minhui Xue, Guangdong Bai |
| 2025 | SP | Practical Poisoning Attacks with Limited Byzantine Clients in Clustered Federated Learning. | Viet Vo, Mengyao Ma, Guangdong Bai, Ryan K. L. Ko, Surya Nepal |
| 2024 | CCS | LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis. | Bo Li, Wenyuan Xu, Jieshan Chen, Yang Zhang, Minhui Xue, Shuo Wang, Guangdong Bai, Xingliang Yuan |
| 2024 | CCS | Uncovering Gradient Inversion Risks in Practical Language Model Training. | Xinguo Feng, Zhongkui Ma, Zihan Wang, Eu Joe Chegne, Mengyao Ma, Alsharif Abuadbba, Guangdong Bai |
| 2024 | CIKM | Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks. | Mengyao Ma, Shuofeng Liu, M. A. P. Chamikara, Mohan Baruwal Chhetri, Guangdong Bai |
| 2024 | DSN | AuSSE: A Novel Framework for Security and Safety Evaluation for Autonomous Vehicles. | Nhung H. Nguyen, Jin-Hee Cho, Terrence J. Moore, Seunghyun Yoon, Hyuk Lim, Frederica Nelson, Guangdong Bai, Dan Dongseong Kim |
| 2024 | DSN | PANDA: Practical Adversarial Attack Against Network Intrusion Detection. | Subrat Kumar Swain, Vireshwar Kumar, Guangdong Bai, Dan Dongseong Kim |
| 2024 | ICSE | Are Your Requests Your True Needs? Checking Excessive Data Collection in VPA App. | Fuman Xie, Chuan Yan, Mark Huasong Meng, Shao-Ming Teng, Yanjun Zhang, Guangdong Bai |
| 2024 | ISSRE | Beyond the Horizon: Exploring Cross-Market Security Discrepancies in Parallel Android Apps. | Shishuai Yang, Guangdong Bai, Ruoyan Lin, Jialong Guo, Wenrui Diao |
| 2024 | ISSTA | Large Language Models Can Connect the Dots: Exploring Model Optimization Bugs with Domain Knowledge-Aware Prompts. | Hao Guan, Guangdong Bai, Yepang Liu |
| 2024 | WWW | Don't Bite Off More than You Can Chew: Investigating Excessive Permission Requests in Trigger-Action Integrations. | Liuhuo Wan, Kailong Wang, Kulani Mahadewa, Haoyu Wang, Guangdong Bai |
| 2024 | WWW | Is It Safe to Share Your Files? An Empirical Security Analysis of Google Workspace. | Liuhuo Wan, Kailong Wang, Haoyu Wang, Guangdong Bai |
| 2024 | WWW | Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. | Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal |
| 2024 | SIGIR | Universal Adversarial Perturbations for Vision-Language Pre-trained Models. | Peng-Fei Zhang, Zi Huang, Guangdong Bai |
| 2024 | SP | CORELOCKER: Neuron-level Usage Control. | Zihan Wang, Zhongkui Ma, Xinguo Feng, Ruoxi Sun, Hu Wang, Minhui Xue, Guangdong Bai |
| 2023 | AsiaCCS | Investigating Users' Understanding of Privacy Policies of Virtual Personal Assistant Applications. | Baiqi Chen, Tingmin Wu, Yanjun Zhang, Mohan Baruwal Chhetri, Guangdong Bai |
| 2023 | AsiaCCS | LoDen: Making Every Client in Federated Learning a Defender Against the Poisoning Membership Inference Attacks. | Mengyao Ma, Yanjun Zhang, Mahawaga Arachchige Pathum Chamikara, Leo Yu Zhang, Mohan Baruwal Chhetri, Guangdong Bai |
| 2023 | ECAI | SPAT: Semantic-Preserving Adversarial Transformation for Perceptually Similar Adversarial Examples. | Subrat Kumar Swain, Vireshwar Kumar, Dan Dongseong Kim, Guangdong Bai |
| 2023 | ICECCS | Supervised Robustness-preserving Data-free Neural Network Pruning. | Mark Huasong Meng, Guangdong Bai, Sin G. Teo, Jin Song Dong |
| 2023 | ICECCS | Quantitative Explainable AI For Face Recognition. | Shu Peng, Naipeng Dong, Guangdong Bai |
| 2023 | ICSE | A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization. | Hao Guan, Ying Xiao, Jiaying Li, Yepang Liu, Guangdong Bai |
| 2023 | ISSTA | Security Checking of Trigger-Action-Programming Smart Home Integrations. | Lei Bu, Qiuping Zhang, Suwan Li, Jinglin Dai, Guangdong Bai, Kai Chen, Xuandong Li |
| 2023 | NDSS | Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers. | Mark Huasong Meng, Qing Zhang, Guangshuai Xia, Yuwei Zheng, Yanjun Zhang, Guangdong Bai, Zhi Liu, Sin G. Teo, Jin Song Dong |
| 2023 | PAKDD | Enhancing Federated Learning Robustness Using Data-Agnostic Model Pruning. | Mark Huasong Meng, Sin G. Teo, Guangdong Bai, Kailong Wang, Jin Song Dong |
| 2023 | QRS | Towards an Effective and Interpretable Refinement Approach for DNN Verification. | Jiaying Li, Guangdong Bai, Long H. Pham, Jun Sun |
| 2023 | WWW | AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. | Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu |
| 2023 | SIGMETRICS | Characterizing Cryptocurrency-themed Malicious Browser Extensions. | Kailong Wang, Yuxi Ling, Yanjun Zhang, Zhou Yu, Haoyu Wang, Guangdong Bai, Beng Chin Ooi, Jin Song Dong |
| 2022 | ACSAC | Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification. | Liyue Shen, Yanjun Zhang, Jingwei Wang, Guangdong Bai |
| 2022 | ADMA | SATB: A Testbed of IoT-Based Smart Agriculture Network for Dataset Generation. | Liuhuo Wan, Yanjun Zhang, Ruiqing Li, Ryan K. L. Ko, Louw Hoffman, Guangdong Bai |
| 2022 | MOBICOM | Assessing certificate validation user interfaces of WPA supplicants. | Kailong Wang, Yuwei Zheng, Qing Zhang, Guangdong Bai, Mingchuang Qin, Donghui Zhang, Jin Song Dong |
| 2022 | PAKDD | Towards Better Generalization for Neural Network-Based SAT Solvers. | Chenhao Zhang, Yanjun Zhang, Jeff Mao, Weitong Chen, Lin Yue, Guangdong Bai, Miao Xu |
| 2021 | ADMA | UQ-AAS21: A Comprehensive Dataset of Amazon Alexa Skills. | Fuman Xie, Yanjun Zhang, Hanlin Wei, Guangdong Bai |
| 2021 | COMPSAC | A Large-Scale Empirical Study of COVID-19 Themed GitHub Repositories. | Liu Wang, Ruiqing Li, Jiaxin Zhu, Guangdong Bai, Haoyu Wang |
| 2021 | ESORICS | Privacy-Preserving Gradient Descent for Distributed Genome-Wide Analysis. | Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko |
| 2021 | ISSTA | Identifying privacy weaknesses from multi-party trigger-action integration platforms. | Kulani Mahadewa, Yanjun Zhang, Guangdong Bai, Lei Bu, Zhiqiang Zuo, Dileepa Fernando, Zhenkai Liang, Jin Song Dong |
| 2021 | ISSTA | MoScan: a model-based vulnerability scanner for web single sign-on services. | Hanlin Wei, Behnaz Hassanshahi, Guangdong Bai, Padmanabhan Krishnan, Kostyantyn Vorobyov |
| 2021 | WWW | It's Not Just the Site, It's the Contents: Intra-domain Fingerprinting Social Media Websites Through CDN Bursts. | Kailong Wang, Junzhe Zhang, Guangdong Bai, Ryan K. L. Ko, Jin Song Dong |
| 2021 | SEKE | DeepAuto: A First Step Towards Formal Verification of Deep Learning Systems (S). | Yuteng Lu, Weidi Sun, Guangdong Bai, Meng Sun |
| 2021 | SEKE | Understanding the Impact of COVID-19 on Github Developers: A Preliminary Study. | Liu Wang, Ruiqing Li, Jiaxin Zhu, Guangdong Bai, Weihang Su, Haoyu Wang |
| 2020 | ESORICS | PrivColl: Practical Privacy-Preserving Collaborative Machine Learning. | Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen, Ryan K. L. Ko |
| 2020 | ICECCS | DEPOSafe: Demystifying the Fake Deposit Vulnerability in Ethereum Smart Contracts. | Ru Ji, Ningyu He, Lei Wu, Haoyu Wang, Guangdong Bai, Yao Guo |
| 2020 | ICECCS | Foggy: A New Anonymous Communication Architecture Based on Microservices. | Hanlin Wei, Guangdong Bai, Zongwei Luo |
| 2020 | TrustCom | An Analytics Framework for Heuristic Inference Attacks against Industrial Control Systems. | Taejun Choi, Guangdong Bai, Ryan K. L. Ko, Naipeng Dong, Wenlu Zhang, Shunyao Wang |
| 2018 | ICECCS | HOMESCAN: Scrutinizing Implementations of Smart Home Integrations. | Kulani Tharaka Mahadewa, Kailong Wang, Guangdong Bai, Ling Shi, Jin Song Dong, Zhenkai Liang |
| 2018 | ICECCS | Formal Analysis of a Proof-of-Stake Blockchain. | Wai Yan Maung Maung Thin, Naipeng Dong, Guangdong Bai, Jin Song Dong |
| 2017 | ACSAC | Secure and Efficient Software-based Attestation for Industrial Control Devices with ARM Processors. | Binbin Chen, Xinshu Dong, Guangdong Bai, Sumeet Jauhar, Yueqiang Cheng |
| 2017 | ICFEM | A Verification Framework for Stateful Security Protocols. | Li Li, Naipeng Dong, Jun Pang, Jun Sun, Guangdong Bai, Yang Liu, Jin Song Dong |
| 2017 | ICSE | App genome: callback sequencing in Android. | Chenkai Guo, Naipeng Dong, Guangdong Bai, Quanqi Ye, Jin Song Dong, Jing Xu, Guannan Si |
| 2017 | SecureComm | A Framework for Formal Analysis of Privacy on SSO Protocols. | Kailong Wang, Guangdong Bai, Naipeng Dong, Jin Song Dong |
| 2017 | SecureComm | Inferring Implicit Assumptions and Correct Usage of Mobile Payment Protocols. | Quanqi Ye, Guangdong Bai, Naipeng Dong, Jin Song Dong |
| 2016 | ICECCS | Automatic Construction of Callback Model for Android Application. | Chenkai Guo, Quanqi Ye, Naipeng Dong, Guangdong Bai, Jin Song Dong, Jing Xu |
| 2016 | ICECCS | Towards Using Concurrent Java API Correctly. | Shuang Liu, Guangdong Bai, Jun Sun, Jin Song Dong |
| 2015 | GLOBECOM | Reevaluating Android Permission Gaps with Static and Dynamic Analysis. | Haoyu Wang, Yao Guo, Zihao Tang, Guangdong Bai, Xiangqun Chen |
| 2015 | ICECCS | All Your Sessions Are Belong to Us: Investigating Authenticator Leakage through Backup Channels on Android. | Guangdong Bai, Jun Sun, Jianliang Wu, Quanqi Ye, Li Li, Jin Song Dong, Shanqing Guo |
| 2015 | ICECCS | Formal Analysis of a Single Sign-On Protocol Implementation for Android. | Quanqi Ye, Guangdong Bai, Kailong Wang, Jin Song Dong |
| 2014 | FM | TrustFound: Towards a Formal Foundation for Model Checking Trusted Computing Platforms. | Guangdong Bai, Jianan Hao, Jianliang Wu, Yang Liu, Zhenkai Liang, Andrew P. Martin |
| 2014 | ICECCS | DroidVault: A Trusted Data Vault for Android Devices. | Xiaolei Li, Hong Hu, Guangdong Bai, Yaoqi Jia, Zhenkai Liang, Prateek Saxena |
| 2013 | ICECCS | A Software Environment for Confining Malicious Android Applications via Resource Virtualization. | Xiaolei Li, Guangdong Bai, Zhenkai Liang, Heng Yin |
| 2013 | ICFEM | vTRUST: A Formal Modeling and Verification Framework for Virtualization Systems. | Jianan Hao, Yang Liu, Wentong Cai, Guangdong Bai, Jun Sun |
| 2013 | NDSS | AUTHSCAN: Automatic Extraction of Web Authentication Protocols from Implementations. | Guangdong Bai, Jike Lei, Guozhu Meng, Sai Sathyanarayan Venkatraman, Prateek Saxena, Jun Sun, Yang Liu, Jin Song Dong |
| 2010 | UIC | Security Model Oriented Attestation on Dynamically Reconfigurable Component-Based Systems. | Liang Gu, Guangdong Bai, Yao Guo, Xiangqun Chen, Hong Mei |
| 2010 | SecureComm | Context-Aware Usage Control for Android. | Guangdong Bai, Liang Gu, Tao Feng, Yao Guo, Xiangqun Chen |