| 2026 | ACL | Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification. | Xiangtao Meng, Yingkai Dong, Ning Yu, Li Wang, Zheng Li, Shanqing Guo |
| 2026 | AsiaCCS | Formal Analysis Framework for E2EE Protocols. | Yu Wang, Xiaofeng Liu, Yu Hou, Chengyu Hu, Shanqing Guo |
| 2026 | IWQoS | Decentralized But Not Immune: Empirical and Formal Security Analysis of Messaging Networks. | Hao Li, Rui Wang, Hongfeng Sun, Zhenxiang Chen, Shanqing Guo |
| 2026 | NDSS | ProtocolGuard: Detecting Protocol Non-compliance Bugs via LLM-guided Static Analysis and Dynamic Verification. | Xiangpu Song, Longjia Pei, Jianliang Wu, Yingpei Zeng, Gaoshuo He, Chaoshun Zuo, Xiaofeng Liu, Qingchuan Zhao, Shanqing Guo |
| 2026 | WWW | ICL-Evader: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses. | Ningyuan He, Ronghong Huang, Qianqian Tang, Hongyu Wang, Xianghang Mi, Shanqing Guo |
| 2025 | APWEB | PriTree: Accurate Range Queries via Hierarchical Prefix-Sum Under Local Differential Privacy. | Shuyi Lang, Peng Tang, Ning Wang, Yipeng Teng, Shanqing Guo |
| 2025 | CCS | Untitled record | Xinyu Gao, Xiangtao Meng, Yingkai Dong, Zheng Li, Shanqing Guo |
| 2025 | CCS | Poisoning Attacks to Local Differential Privacy for Ranking Estimation. | Pei Zhan, Peng Tang, Yangzhuo Li, Puwen Wei, Shanqing Guo |
| 2025 | COLING | DROWN: Towards Tighter LiRPA-based Robustness Certification. | Yunruo Zhang, Tianyu Du, Shouling Ji, Shanqing Guo |
| 2025 | EDBT | Query Rewriting-Based View Generation for Efficient Multi-Relation Multi-Query with Differential Privacy. | Xinglin Du, Peng Tang, Rui Chen, Ning Wang, Chengyu Hu, Shanqing Guo |
| 2025 | SP | Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-to-Image Generation Models. | Yingkai Dong, Xiangtao Meng, Ning Yu, Zheng Li, Shanqing Guo |
| 2024 | AAAI | GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. | Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji |
| 2024 | ACISP | Security Research for Android Remote Assistance Apps. | Liwei Wang, Xiaofeng Liu, Ting Lei, Wenna Song, Shanqing Guo, Pengcheng Ren |
| 2024 | ACSAC | Dissecting Open Edge Computing Platforms: Ecosystem, Usage, and Security Risks. | Yu Bi, Mingshuo Yang, Yong Fang, Xianghang Mi, Shanqing Guo, Shujun Tang, Haixin Duan |
| 2024 | CCS | MiniCAT: Understanding and Detecting Cross-Page Request Forgery Vulnerabilities in Mini-Programs. | Zidong Zhang, Qinsheng Hou, Lingyun Ying, Wenrui Diao, Yacong Gu, Rui Li, Shanqing Guo, Haixin Duan |
| 2024 | ICA3PP | PFDF: Privacy Preserving Federated Decision Forest for Classification. | Tongyaqi Li, Qingqiang Qi, Chengyu Hu, Xuelei Li, Peng Tang, Shanqing Guo |
| 2024 | ICASSP | Detection and Attribution of Models Trained on Generated Data. | Ge Han, Ahmed Salem, Zheng Li, Shanqing Guo, Michael Backes, Yang Zhang |
| 2024 | ICONIP | LBRFL: Lightweight Privacy-Preserving Federated Learning with Byzantine-Robustness. | Pingzhang Shen, Shengnan Zhao, Jun Xu, Chuan Zhao, Zhenxiang Chen, Shanqing Guo |
| 2024 | IJCNN | PRJack: Pruning-Resistant Model Hijacking Attack Against Deep Learning Models. | Ge Han, Zheng Li, Shanqing Guo |
| 2024 | ICSE | DEMISTIFY: Identifying On-device Machine Learning Models Stealing and Reuse Vulnerabilities in Mobile Apps. | Pengcheng Ren, Chaoshun Zuo, Xiaofeng Liu, Wenrui Diao, Qingchuan Zhao, Shanqing Guo |
| 2024 | RAID | CrypTody: Cryptographic Misuse Analysis of IoT Firmware via Data-flow Reasoning. | Jianing Wang, Shanqing Guo, Wenrui Diao, Yue Liu, Haixin Duan, Yichen Liu, Zhenkai Liang |
| 2024 | WWW | From Promises to Practice: Evaluating the Private Browsing Modes of Android Browser Apps. | Xiaoyin Liu, Wenzhi Li, Qinsheng Hou, Shishuai Yang, Lingyun Ying, Wenrui Diao, Yanan Li, Shanqing Guo, Haixin Duan |
| 2024 | TrustCom | Multi-Dimensional Data Collection Under Personalized Local Differential Privacy. | Kunpeng Song, Mingzhang Sun, Kui Zhou, Peng Tang, Ning Wang, Shanqing Guo |
| 2024 | TrustCom | Interactive Verifiable Local Differential Privacy Protocols for Mean Estimation. | Liang Wang, Li Liu, Pei Zhan, Peng Tang, Puwen Wei, Shanqing Guo |
| 2024 | SP | AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection. | Xiangtao Meng, Li Wang, Shanqing Guo, Lei Ju, Qingchuan Zhao |
| 2024 | SecureComm | FISFuzzer: A Grey-Box Protocol Fuzzer Based on Field Inference and Scheduling. | Hao Pan, Xiangpu Song, Honglin Wu, Kai Wang, Shanqing Guo, Xing Yang |
| 2023 | EDBT | Multi-Dimensional Data Publishing With Local Differential Privacy. | Gaoyuan Liu, Peng Tang, Chengyu Hu, Chongshi Jin, Shanqing Guo |
| 2023 | HPCA | FxHENN: FPGA-based acceleration framework for homomorphic encrypted CNN inference. | Yilan Zhu, Xinyao Wang, Lei Ju, Shanqing Guo |
| 2023 | ICONIP | Multi-granularity Deep Vulnerability Detection Using Graph Neural Networks. | Tengxiao Yang, Song Lian, Qiong Jia, Chengyu Hu, Shanqing Guo |
| 2023 | ICPADS | Demystifying Decentralized Matrix Communication Network: Ecosystem and Security. | Hao Li, Yanbo Wu, Ronghong Huang, Xianghang Mi, Chengyu Hu, Shanqing Guo |
| 2023 | IWQoS | An Empirical Study of Storj DCS: Ecosystem, Performance, and Security. | Hao Li, Xianghang Mi, Yanzhi Dou, Shanqing Guo |
| 2023 | QRS | DeepDiffer: Find Deep Learning Compiler Bugs via Priority-guided Differential Fuzzing. | Kuiliang Lin, Xiangpu Song, Yingpei Zeng, Shanqing Guo |
| 2023 | WWW | Bad Apples: Understanding the Centralized Security Risks in Decentralized Ecosystems. | Kailun Yan, Jilian Zhang, Xiangyu Liu, Wenrui Diao, Shanqing Guo |
| 2022 | CCS | SFuzz: Slice-based Fuzzing for Real-Time Operating Systems. | Libo Chen, Quanpu Cai, Zhenbang Ma, Yanhao Wang, Hong Hu, Minghang Shen, Yue Liu, Shanqing Guo, Haixin Duan, Kaida Jiang, Zhi Xue |
| 2022 | CCS | An Extensive Study of Residential Proxies in China. | Mingshuo Yang, Yunnan Yu, Xianghang Mi, Shujun Tang, Shanqing Guo, Yilin Li, Xiaofeng Zheng, Haixin Duan |
| 2022 | DATE | coxHE: A software-hardware co-design framework for FPGA acceleration of homomorphic computation. | Mingqin Han, Yilan Zhu, Qian Lou, Zimeng Zhou, Shanqing Guo, Lei Ju |
| 2022 | HPCC | FuzzGAN: A Generation-Based Fuzzing Framework for Testing Deep Neural Networks. | Ge Han, Zheng Li, Peng Tang, Chengyu Hu, Shanqing Guo |
| 2022 | ICPADS | Secure and Efficient Cloud Ciphertext Deduplication Based on SGX. | Limin Li, Guiyun Qin, Pengtao Liu, Chengyu Hu, Shanqing Guo |
| 2022 | ICSE | Large-scale Security Measurements on the Android Firmware Ecosystem. | Qinsheng Hou, Wenrui Diao, Yanhao Wang, Xiaofeng Liu, Song Liu, Lingyun Ying, Shanqing Guo, Yuanzhi Li, Meining Nie, Haixin Duan |
| 2022 | ICSE | Demystifying Android Non-SDK APls: Measurement and Understanding. | Shishuai Yang, Rui Li, Jiongyi Chen, Wenrui Diao, Shanqing Guo |
| 2022 | SECON | Identifying the BLE Misconfigurations of IoT Devices through Companion Mobile Apps. | Jianqi Du, Fenghao Xu, Chennan Zhang, Zidong Zhang, Xiaoyin Liu, Pengcheng Ren, Wenrui Diao, Shanqing Guo, Kehuan Zhang |
| 2021 | ICDE | Differentially Private Publication of Multi-Party Sequential Data. | Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu |
| 2021 | ICICS | TranFuzz: An Ensemble Black-Box Attack Framework Based on Domain Adaptation and Fuzzing. | Hao Li, Shanqing Guo, Peng Tang, Chengyu Hu, Zhenxiang Chen |
| 2021 | ICPADS | ShadowDroid: Practical Black-box Attack against ML-based Android Malware Detection. | Jin Zhang, Chennan Zhang, Xiangyu Liu, Yuncheng Wang, Wenrui Diao, Shanqing Guo |
| 2021 | SP | Android Custom Permissions Demystified: From Privilege Escalation to Design Shortcomings. | Rui Li, Wenrui Diao, Zhou Li, Jianqi Du, Shanqing Guo |
| 2019 | ACSAC | How to prove your model belongs to you: a blind-watermark based framework to protect intellectual property of DNN. | Zheng Li, Chengyu Hu, Yang Zhang, Shanqing Guo |
| 2019 | HPCC | DeepKeyStego: Protecting Communication by Key-Dependent Steganography with Deep Networks. | Zheng Li, Ge Han, Shanqing Guo, Chengyu Hu |
| 2019 | RAID | CryptoREX: Large-scale Analysis of Cryptographic Misuse in IoT Devices. | Li Zhang, Jiongyi Chen, Wenrui Diao, Shanqing Guo, Jian Weng, Kehuan Zhang |
| 2018 | ACSAC | Mapping to Bits: Efficiently Detecting Type Confusion Errors. | Chengbin Pang, Yunlan Du, Bing Mao, Shanqing Guo |
| 2018 | DSN | FragDroid: Automated User Interface Interaction with Activity and Fragment Analysis in Android Applications. | Jia Chen, Ge Han, Shanqing Guo, Wenrui Diao |
| 2018 | ICICS | Deep Packet Inspection with Delayed Signature Matching in Network Auditing. | Yingpei Zeng, Shanqing Guo |
| 2018 | ISSRE | You Are Where You App: An Assessment on Location Privacy of Social Applications. | Fanghua Zhao, Linan Gao, Yang Zhang, Zeyu Wang, Bo Wang, Shanqing Guo |
| 2018 | KSEM | WalkToTopics: Inferring Topic Relations from a Feature Learning Perspective. | Linan Gao, Zeyu Wang, Shanqing Guo |
| 2017 | ICST | NIVAnalyzer: A Tool for Automatically Detecting and Verifying Next-Intent Vulnerabilities in Android Apps. | Junjie Tang, Xingmin Cui, Ziming Zhao, Shanqing Guo, Xin-Shun Xu, Chengyu Hu, Tao Ban, Bing Mao |
| 2017 | MMM | Supervised Class Graph Preserving Hashing for Image Retrieval and Classification. | Lu Feng, Xin-Shun Xu, Shanqing Guo, Xiaolin Wang |
| 2017 | MMM | M3LH: Multi-modal Multi-label Hashing for Large Scale Data Search. | Guan-Qun Yang, Xin-Shun Xu, Shanqing Guo, Xiaolin Wang |
| 2016 | CIKM | Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval. | Ting-Kun Yan, Xin-Shun Xu, Shanqing Guo, Zi Huang, Xiaolin Wang |
| 2016 | COMPSAC | SpatialGraphx: A Distributed Graph Computing Framework for Spatial and Temporal Data at Scale. | Changyuan Wang, Zongfei Lu, Yang Liu, Shanqing Guo, Xin-Shun Xu, Shijun Liu, Li-zhen Cui |
| 2016 | ICWS | Toward Discovering and Exploiting Private Server-Side Web APIs. | Jia Chen, Xingmin Cui, Ziming Zhao, Jie Liang, Shanqing Guo |
| 2016 | MMM | SOMH: A Self-Organizing Map Based Topology Preserving Hashing Method. | Xiao-Long Liang, Xin-Shun Xu, Li-zhen Cui, Shanqing Guo, Xiaolin Wang |
| 2016 | TrustCom | Risk Analysis of Exposed Methods to JavaScript in Hybrid Apps. | Liu Yang, Xingmin Cui, Changyuan Wang, Shanqing Guo, Xin-Shun Xu |
| 2016 | SecureComm | Data Flow Analysis on Android Platform with Fragment Lifecycle Modeling. | Yongfeng Li, Jinbin Ouyang, Shanqing Guo, Bing Mao |
| 2015 | AINA | Anonymous Identity-Based Encryption with Bounded Leakage Resilience. | Pengtao Liu, Chengyu Hu, Shanqing Guo, Yilei Wang |
| 2015 | APWEB | Hashing Multi-Instance Data from Bag and Instance Level. | Yao Yang, Xin-Shun Xu, Xiaolin Wang, Shanqing Guo, Lizhen Cui |
| 2015 | CCS | Automatically Detecting SSL Error-Handling Vulnerabilities in Hybrid Mobile Web Apps. | Chaoshun Zuo, Jianliang Wu, Shanqing Guo |
| 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 | ICONIP | MonkeyDroid: Detecting Unreasonable Privacy Leakages of Android Applications. | Kai Ma, Mengyang Liu, Shanqing Guo, Tao Ban |
| 2015 | IJCNN | A study on association rule mining of darknet big data. | Tao Ban, Masashi Eto, Shanqing Guo, Daisuke Inoue, Koji Nakao, Runhe Huang |
| 2013 | IJCNN | Application of string kernel based support vector machine for malware packer identification. | Tao Ban, Ryoichi Isawa, Shanqing Guo, Daisuke Inoue, Koji Nakao |
| 2012 | ICICS | A Fine-Grained Classification Approach for the Packed Malicious Code. | Shanqing Guo, Shuangshuang Li, Yan Yu, Anlei Hu, Tao Ban |
| 2012 | ICONIP | TrafficS: A Behavior-Based Network Traffic Classification Benchmark System with Traffic Sampling Functionality. | Xiaoyan Yan, Bo Liang, Tao Ban, Shanqing Guo, Liming Wang |
| 2012 | IJCNN | A study on cost-effective P2P traffic classification. | Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao |
| 2011 | ICONIP | Entropy Based Discriminators for P2P Teletraffic Characterization. | Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao |
| 2011 | ICONIP | Fast Protocol Recognition by Network Packet Inspection. | Chuantong Chen, Fengyu Wang, Fengbo Lin, Shanqing Guo, Bin Gong |
| 2011 | ICONIP | Network Flow Classification Based on the Rhythm of Packets. | Liangxiong Li, Fengyu Wang, Tao Ban, Shanqing Guo, Bin Gong |
| 2011 | IWCMC | Practical network traffic analysis in P2P environment. | Tao Ban, Shanqing Guo, Zonghua Zhang, Ruo Ando, Youki Kadobayashi |
| 2010 | ICONIP | A Malware Detection Algorithm Based on Multi-view Fusion. | Shanqing Guo, Qixia Yuan, Fengbo Lin, Fengyu Wang, Tao Ban |
| 2010 | ICONIP | Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing. | Yongquan Shi, Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi |
| 2010 | NSS | Monitoring Heavy-Hitter Flows in High-Speed Network Concurrently. | Fengyu Wang, Bin Gong, Shanqing Guo, Xiaofeng Wang |
| 2009 | ICONIP | AdaIndex: An Adaptive Index Structure for Fast Similarity Search in Metric Spaces. | Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi |
| 2009 | WCNC | SWCA: a secure weighted clustering algorithm in wireless ad hoc networks. | Yingpei Zeng, Jiannong Cao, Shanqing Guo, Kai Yang, Li Xie |
| 2009 | WCNC | Pollution attack: a new attack against localization in wireless sensor networks. | Yingpei Zeng, Jiannong Cao, Shigeng Zhang, Shanqing Guo, Li Xie |
| 2008 | EUC | Research on the Encrypted Data Access Control of Multi-purpose Asynchronous WSN. | Qian Sun, Shanqing Guo, Qiuliang Xu |
| 2008 | ICONIP | Anomaly Intrusion Detection for Evolving Data Stream Based on Semi-supervised Learning. | Yan Yu, Shanqing Guo, Shaohua Lan, Tao Ban |
| 2008 | ICONIP | G-Means: A Clustering Algorithm for Intrusion Detection. | Zhonghua Zhao, Shanqing Guo, Qiuliang Xu, Tao Ban |
| 2007 | CIS | Secure Hop-Count Based Localization in Wireless Sensor Networks. | Yingpei Zeng, Shigeng Zhang, Shanqing Guo, Xie Li |