| 2026 | ACL | The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training. | Rui Zhang, Hongwei Li, Yun Shen, Xinyue Shen, Wenbo Jiang, Guowen Xu, Yang Liu, Michael Backes, Yang Zhang |
| 2025 | ACL | When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs. | Xinyue Shen, Yun Shen, Michael Backes, Yang Zhang |
| 2025 | EMNLP | Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification. | Boyang Zhang, Yicong Tan, Yun Shen, Ahmed Salem, Michael Backes, Savvas Zannettou, Yang Zhang |
| 2025 | ICML | The Ripple Effect: On Unforeseen Complications of Backdoor Attacks. | Rui Zhang, Yun Shen, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Yuan Zhang, Guowen Xu, Yang Zhang |
| 2025 | SP | GPTracker: A Large-Scale Measurement of Misused GPTs. | Xinyue Shen, Yun Shen, Michael Backes, Yang Zhang |
| 2025 | SP | On the Effectiveness of Prompt Stealing Attacks on In-the-Wild Prompts. | Yicong Tan, Xinyue Shen, Yun Shen, Michael Backes, Yang Zhang |
| 2024 | AsiaCCS | FAKEPCD: Fake Point Cloud Detection via Source Attribution. | Yiting Qu, Zhikun Zhang, Yun Shen, Michael Backes, Yang Zhang |
| 2024 | CCS | "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models. | Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, Yang Zhang |
| 2024 | CCS | Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution. | Yixin Wu, Yun Shen, Michael Backes, Yang Zhang |
| 2024 | ICASSP | Unsupervised Learning of Facial Optical Flow via Occlusion-Aware Global-Local Matching. | Yungeng Zhang, Yuan Chang, Yun Shen, Peng Ding, Wei Liang, Mingchuan Yang |
| 2024 | NAACL | Composite Backdoor Attacks Against Large Language Models. | Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang |
| 2024 | SP | Test-Time Poisoning Attacks Against Test-Time Adaptation Models. | Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang |
| 2024 | SP | You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. | Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang |
| 2023 | ICML | Generated Graph Detection. | Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang |
| 2023 | NDSS | Backdoor Attacks Against Dataset Distillation. | Yugeng Liu, Zheng Li, Michael Backes, Yun Shen, Yang Zhang |
| 2022 | CCS | On the Privacy Risks of Cell-Based NAS Architectures. | Hai Huang, Zhikun Zhang, Yun Shen, Michael Backes, Qi Li, Yang Zhang |
| 2022 | CCS | CERBERUS: Exploring Federated Prediction of Security Events. | Mohammad Naseri, Yufei Han, Enrico Mariconti, Yun Shen, Gianluca Stringhini, Emiliano De Cristofaro |
| 2022 | CCS | Finding MNEMON: Reviving Memories of Node Embeddings. | Yun Shen, Yufei Han, Zhikun Zhang, Min Chen, Ting Yu, Michael Backes, Yang Zhang, Gianluca Stringhini |
| 2022 | ICLR | Towards Understanding the Robustness Against Evasion Attack on Categorical Data. | Hongyan Bao, Yufei Han, Yujun Zhou, Yun Shen, Xiangliang Zhang |
| 2022 | SP | Model Stealing Attacks Against Inductive Graph Neural Networks. | Yun Shen, Xinlei He, Yufei Han, Yang Zhang |
| 2022 | UIC | Design and Implementation of Distributed Rendering System. | Dan Liu, Lai Wei, Qiuhong Zheng, Peng Ding, Yun Shen |
| 2021 | GLOBECOM | Joint UAV Location and Resource Allocation for Air-Ground Integrated Federated Learning. | Yuqian Jing, Yuben Qu, Chao Dong, Yun Shen, Zhenhua Wei, Shangguang Wang |
| 2021 | IWCMC | Industrial Intelligent Edge Computing System based on 5G. | Peng Ding, Dan Liu, Yun Shen, XiaoHou Shi, HengRui Zhou, HaoLong Kan |
| 2021 | IWCMC | Industrial Vision Optimization Distributed Strategy based on Edge Intelligence Collaboration. | Yaqi Song, Yun Shen, Peng Ding, Xuezhi Zhang, Yuying Xue |
| 2021 | NDSS | Understanding Worldwide Private Information Collection on Android. | Yun Shen, Pierre-Antoine Vervier, Gianluca Stringhini |
| 2021 | RAID | Marked for Disruption: Tracing the Evolution of Malware Delivery Operations Targeted for Takedown. | Colin C. Ife, Yun Shen, Steven J. Murdoch, Gianluca Stringhini |
| 2021 | SecureComm | JABBIC Lookups: A Backend Telemetry-Based System for Malware Triage. | Octavian Ciprian Bordeanu, Gianluca Stringhini, Yun Shen, Toby Davies |
| 2020 | ACSAC | The Tangled Genealogy of IoT Malware. | Emanuele Cozzi, Pierre-Antoine Vervier, Matteo Dell'Amico, Yun Shen, Leyla Bilge, Davide Balzarotti |
| 2020 | KDD | Attackability Characterization of Adversarial Evasion Attack on Discrete Data. | Yutong Wang, Yufei Han, Hongyan Bao, Yun Shen, Fenglong Ma, Jin Li, Xiangliang Zhang |
| 2019 | CCS | Waves of Malice: A Longitudinal Measurement of the Malicious File Delivery Ecosystem on the Web. | Colin C. Ife, Yun Shen, Steven J. Murdoch, Gianluca Stringhini |
| 2019 | IJCNN | Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization. | Yufei Han, Yuzhe Ma, Christopher Gates, Kevin A. Roundy, Yun Shen |
| 2018 | CCS | Tiresias: Predicting Security Events Through Deep Learning. | Yun Shen, Enrico Mariconti, Pierre-Antoine Vervier, Gianluca Stringhini |
| 2018 | KDD | Multi-label Learning with Highly Incomplete Data via Collaborative Embedding. | Yufei Han, Guolei Sun, Yun Shen, Xiangliang Zhang |
| 2018 | RAID | Before Toasters Rise Up: A View into the Emerging IoT Threat Landscape. | Pierre-Antoine Vervier, Yun Shen |
| 2017 | ACSAC | Marmite: Spreading Malicious File Reputation Through Download Graphs. | Gianluca Stringhini, Yun Shen, Yufei Han, Xiangliang Zhang |
| 2017 | ICONIP | Mixed Installation to Optimize the Position and Type Selection of Turbines for Wind Farms. | Xiaoyu Tang, Yun Shen, Siliang Li, Qinmin Yang, Youxian Sun |
| 2016 | CIKM | Content-Agnostic Malware Detection in Heterogeneous Malicious Distribution Graph. | Ibrahim M. Alabdulmohsin, Yufei Han, Yun Shen, Xiangliang Zhang |
| 2016 | IJCAI | Partially Supervised Graph Embedding for Positive Unlabelled Feature Selection. | Yufei Han, Yun Shen |
| 2016 | SAC | Accurate spear phishing campaign attribution and early detection. | Yufei Han, Yun Shen |
| 2016 | SAC | Insights into rooted and non-rooted Android mobile devices with behavior analytics. | Yun Shen, Nathan S. Evans, Azzedine Benameur |
| 2015 | SMC | Accelerating Support Vector Machine Learning with GPU-Based MapReduce. | Tianyao Sun, Hanli Wang, Yun Shen, Jun Wu |
| 2014 | GLOBECOM | Bandwidth estimation of rate adaption algorithm in DASH. | Qi Lin, Yitong Liu, Yun Shen, Hui Shen, Lin Sang, Dacheng Yang |
| 2014 | IWCMC | Maximum achievable arrival rate of secondary users under GoS constraints in cognitive radio networks. | Yun Shen, Ting Feng, Wanbin Tang, Yuxiang Lan |
| 2013 | VTC | Performance Evaluation and Accuracy Upgrading of PESQ in Chinese Environment. | Yitong Liu, Yun Shen, Qianhong Liu, Ran Shi, Hongwen Yang, Dacheng Yang, Lin Sang |
| 2012 | CloudCom | Large-scale multimedia data mining using MapReduce framework. | Hanli Wang, Yun Shen, Lei Wang, Kuangtian Zhufeng, Wei Wang, Cheng Cheng |
| 2012 | GLOBECOM | QoE-based evaluation model on video streaming service quality. | Yun Shen, Yitong Liu, Nan Qiao, Lin Sang, Dacheng Yang |
| 2010 | IPMU | Soft Concept Hierarchies to Summarise Data Streams and Highlight Anomalous Changes. | Trevor P. Martin, Yun Shen, Andrei Majidian |
| 2010 | TrustBus | Context-Aware Privacy Design Pattern Selection. | Siani Pearson, Yun Shen |
| 2009 | CIS | Intelligent Security Data Analysis. | Yun Shen, Trevor P. Martin, Pete Bramhall |
| 2009 | CloudCom | Data Protection-Aware Design for Cloud Services. | Sadie Creese, Paul Hopkins, Siani Pearson, Yun Shen |
| 2009 | CloudCom | A Privacy Manager for Cloud Computing. | Siani Pearson, Yun Shen, Miranda Mowbray |
| 2009 | EUSFLAT | Data Integration, Approximate Categorisation and Fuzzy Associations. | Trevor Martin, Yun Shen |
| 2009 | EUSFLAT | Minimal Combination for Incremental Grammar Fragment Learning. | Nurfadhlina Mohd Sharef, Trevor Martin, Yun Shen |
| 2009 | ISDA | Order Independent Incremental Evolving Fuzzy Grammar Fragment Learner. | Nurfadhlina Mohd Sharef, Trevor Martin, Yun Shen |
| 2007 | GRC | Finding Soft Relations in Granular Information Hierarchies. | Trevor P. Martin, Yun Shen, Ben Azvine |
| 2005 | ADBIS | Efficient XPath Evaluation. | Bing Wang, Ling Feng, Yun Shen |
| 2004 | DEXA | A Self-adaptive Scope Allocation Scheme for Labeling Dynamic XML Documents. | Yun Shen, Ling Feng, Tao Shen, Bing Wang |
| 2003 | CoopIS | Clustering Schemaless XML Documents. | Yun Shen, Bing Wang |