| 2026 | ISCA | Towards Practical Interrupt Side-Channel Attacks on macOS for Apple Silicon. | Xin Zhang, Chang Liu, Jiajun Zou, Yi Yang, Qingni Shen, Zhi Zhang, Trevor E. Carlson |
| 2026 | WWW | FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning. | Guochen Yan, Luyuan Xie, Qingni Shen, Yuejian Fang, Zhonghai Wu |
| 2025 | AAAI | FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis. | Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu |
| 2025 | ASPLOS | HyperHammer: Breaking Free from KVM-Enforced Isolation. | Wei Chen, Zhi Zhang, Xin Zhang, Qingni Shen, Yuval Yarom, Daniel Genkin, Chen Yan, Zhe Wang |
| 2025 | CVPR | dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis. | Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan |
| 2025 | DAC | ZK-Hammer: Leaking Secrets from Zero-Knowledge Proofs via Rowhammer. | Junkai Liang, Xin Zhang, Daqi Hu, Qingni Shen, Yuejian Fang, Zhonghai Wu |
| 2025 | DAC | AmpereBleed: Exploiting On-chip Current Sensors for Circuit-Free Attacks on ARM-FPGA SoCs. | Xin Zhang, Yi Yang, Jiajun Zou, Qingni Shen, Zhi Zhang, Yansong Gao, Zhonghai Wu, Trevor E. Carlson |
| 2025 | DAC | LeakyDSP: Exploiting Digital Signal Processing Blocks to Sense Voltage Fluctuations in FPGAs. | Xin Zhang, Jiajun Zou, Yi Yang, Qingni Shen, Zhi Zhang, Yansong Gao, Zhonghai Wu, Trevor E. Carlson |
| 2025 | DATE | SACK: Enabling Environmental Situation-Aware Access Control for Vehicles in Linux Kernel. | Boyan Chen, Qingni Shen, Lei Xue, Jiarui She, Xiaolei Zhang, Xiapu Luo, Xin Zhang, Wei Chen, Zhonghai Wu |
| 2025 | ICASSP | RPPFL: Robust and Privacy-Preserving Federated Learning via Trusted Execution Environments. | Xiaolei Zhang, Zhaoyu Chen, Guangpu Chen, Xinyu Feng, Qingni Shen, Zhonghai Wu |
| 2025 | ICCV | Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation. | Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang |
| 2025 | IJCAI | MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation. | Yang Luo, Qingni Shen, Zhonghai Wu |
| 2025 | IJCAI | LPDetective: Dusting the LLM Chats for Prompt Template Abusers. | Yang Luo, Qingni Shen, Zhonghai Wu |
| 2025 | QRS | BloP: A Trusted Computing Scheme Integrating Blockchain and Privacy-Preserving Computation. | Zhihao Zhang, Zhonghao Pan, Yang Feng, Qingni Shen |
| 2024 | DAC | ThermalScope: A Practical Interrupt Side Channel Attack Based on Thermal Event Interrupts. | Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Zhonghai Wu |
| 2024 | HPCA | SegScope: Probing Fine-grained Interrupts via Architectural Footprints. | Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Jiliang Zhang |
| 2024 | ICASSP | Privacy Preserving Federated Learning from Multi-Input Functional Proxy Re-Encryption. | Xinyu Feng, Qingni Shen, Cong Li, Yuejian Fang, Zhonghai Wu |
| 2024 | ICASSP | DROPFL: Client Dropout Attacks Against Federated Learning Under Communication Constraints. | Wenjun Qian, Qingni Shen, Haoran Xu, Xi Huang, Zhonghai Wu |
| 2024 | ICASSP | Security Equivalence Assessment between Cloud Standards by Mapping of Control Items. | Yuchen Wong, Chen Yan, Shengfang Zhai, Cong Li, Qingni Shen |
| 2024 | ICASSP | TRLS: A Time Series Representation Learning Framework Via Spectrogram for Medical Signal Processing. | Luyuan Xie, Cong Li, Xin Zhang, Shengfang Zhai, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2024 | ICML | MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis. | Luyuan Xie, Manqing Lin, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2024 | MICCAI | pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation. | Luyuan Xie, Manqing Lin, Siyuan Liu, ChenMing Xu, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2024 | MICCAI | MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis. | Luyuan Xie, Manqing Lin, ChenMing Xu, Tianyu Luan, Zhipeng Zeng, Wenjun Qian, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2023 | ICASSP | Detecting Malicious Migration on Edge to Prevent Running Data Leakage. | Yuchen Wong, Qingni Shen, Cong Li, Cunzhan Liu, Tianxiang Ai |
| 2023 | ICASSP | A Role Engineering Approach Based on Spectral Clustering Analysis for Restful Permissions in Cloud. | Yutang Xia, Yang Luo, Wu Luo, Qingni Shen, Yahui Yang, Zhonghai Wu |
| 2023 | ICASSP | NCL: Textual Backdoor Defense Using Noise-Augmented Contrastive Learning. | Shengfang Zhai, Qingni Shen, Xiaoyi Chen, Weilong Wang, Cong Li, Yuejian Fang, Zhonghai Wu |
| 2023 | MICCAI | SHISRCNet: Super-Resolution and Classification Network for Low-Resolution Breast Cancer Histopathology Image. | Luyuan Xie, Cong Li, Zirui Wang, Xin Zhang, Boyan Chen, Qingni Shen, Zhonghai Wu |
| 2022 | ESORICS | Kallima: A Clean-Label Framework for Textual Backdoor Attacks. | Xiaoyi Chen, Yinpeng Dong, Zeyu Sun, Shengfang Zhai, Qingni Shen, Zhonghai Wu |
| 2022 | ICASSP | Efficient Identity-Based Chameleon Hash for Mobile Devices. | Cong Li, Qingni Shen, Zhikang Xie, Jisheng Dong, Yuejian Fang, Zhonghai Wu |
| 2022 | ICWS | RuleCache: Accelerating Web Application Firewalls by On-line Learning Traffic Patterns. | Xiaoyi Chen, Qingni Shen, Peng Cheng, Yongqiang Xiong, Zhonghai Wu |
| 2022 | NDSS | ScriptChecker: To Tame Third-party Script Execution With Task Capabilities. | Wu Luo, Xuhua Ding, Pengfei Wu, Xiaolei Zhang, Qingni Shen, Zhonghai Wu |
| 2022 | TrustCom | Personalized User Profiles-based Insider Threat Detection for Distributed File System. | Wu Xin, Qingni Shen, Ke Feng, Yutang Xia, Zhonghai Wu, Zhenghao Lin |
| 2021 | ACSAC | BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements. | Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Michael Backes, Shiqing Ma, Qingni Shen, Zhonghai Wu, Yang Zhang |
| 2019 | CCS | ObliDC: An SGX-based Oblivious Distributed Computing Framework with Formal Proof. | Pengfei Wu, Qingni Shen, Robert H. Deng, Ximeng Liu, Yinghui Zhang, Zhonghai Wu |
| 2019 | ICICS | CloudCoT: A Blockchain-Based Cloud Service Dependency Attestation Framework. | Zhenyu Zhao, Qingni Shen, Wu Luo, Anbang Ruan |
| 2019 | ISCC | PTAD: Provable and Traceable Assured Deletion in Cloud Storage. | Mengyu Zhang, Hecan Zhang, Yahui Yang, Qingni Shen |
| 2019 | RAID | Container-IMA: A privacy-preserving Integrity Measurement Architecture for Containers. | Wu Luo, Qingni Shen, Yutang Xia, Zhonghai Wu |
| 2018 | ISCC | Non-Authentication Based Checkpoint Fault-tolerant Vulnerability in Spark Streaming. | Yazhen Tian, Qingni Shen, Ziyao Zhu, Yahui Yang, Zhonghai Wu |
| 2018 | ISPA | Secure Virtual Machine Placement and Load Balancing Algorithms with High Efficiency. | Yuchen Wong, Qingni Shen |
| 2018 | ISPA | Memory Cache Attacks on Alluxio Impede High Performance Computing. | Yizhe Yang, Qingni Shen, Wu Xin, Wenjun Qian, Yahui Yang, Zhonghai Wu |
| 2018 | RAID | KASR: A Reliable and Practical Approach to Attack Surface Reduction of Commodity OS Kernels. | Zhi Zhang, Yueqiang Cheng, Surya Nepal, Dongxi Liu, Qingni Shen, Fethi A. Rabhi |
| 2017 | ICICS | Practical Large Universe Attribute-Set Based Encryption in the Standard Model. | Xinyu Feng, Cancan Jin, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu |
| 2017 | ICICS | Fully Secure Hidden Ciphertext-Policy Attribute-Based Proxy Re-encryption. | Xinyu Feng, Cong Li, Dan Li, Yuejian Fang, Qingni Shen |
| 2017 | ICICS | Statically Defend Network Consumption Against Acker Failure Vulnerability in Storm. | Wenjun Qian, Qingni Shen, Yizhe Yang, Yahui Yang, Zhonghai Wu |
| 2017 | ICPADS | MCS: Memory Constraint Strategy for Unified Memory Manager in Spark. | Ziyao Zhu, Qingni Shen, Yahui Yang, Zhonghai Wu |
| 2017 | ICWS | RestSep: Towards a Test-Oriented Privilege Partitioning Approach for RESTful APIs. | Yang Luo, Tian Puyang, Xiaoning Sun, Qingni Shen, Yahui Yang, Anbang Ruan, Zhonghai Wu |
| 2017 | TrustCom | A Secure Virtual Machine Deployment Strategy to Reduce Co-residency in Cloud. | Yuqin Qiu, Qingni Shen, Yang Luo, Cong Li, Zhonghai Wu |
| 2016 | HPCC | S-Storm: A Slot-Aware Scheduling Strategy for Even Scheduler in Storm. | Wenjun Qian, Qingni Shen, Jia Qin, Dong Yang, Yahui Yang, Zhonghai Wu |
| 2016 | ICICS | SECapacity: A Secure Capacity Scheduler in YARN. | Chuntao Dong, Qingni Shen, Lijing Cheng, Yahui Yang, Zhonghai Wu |
| 2016 | ICICS | MultiPol: Towards a Multi-policy Authorization Framework for RESTful Interfaces in the Cloud. | Yang Luo, Tian Puyang, Wu Luo, Qingni Shen, Anbang Ruan, Zhonghai Wu |
| 2016 | ICISSP | Sift - An Efficient Method for Co-residency Detection on Amazon EC2. | Kang Chen, Qingni Shen, Cong Li, Yang Luo, Yahui Yang, Zhonghai Wu |
| 2016 | ICISSP | Whispers in the Cloud - A Covert Channel using the Result of Creating a Virtual Machine. | Cong Li, Qingni Shen, Kang Chen, Yahui Yang, Zhonghai Wu |
| 2016 | ICISSP | DDHCS: Distributed Denial-of-service Threat to YARN Clusters based on Health Check Service. | Wenting Li, Qingni Shen, Chuntao Dong, Yahui Yang, Zhonghai Wu |
| 2016 | ICISSP | SEYARN: Enhancing Security of YARN Clusters Based on Health Check Service. | Wenting Li, Qingni Shen, Chuntao Dong, Yahui Yang, Zhonghai Wu |
| 2016 | ICWS | RestPL: Towards a Request-Oriented Policy Language for Arbitrary RESTful APIs. | Yang Luo, Hongbo Zhou, Qingni Shen, Anbang Ruan, Zhonghai Wu |
| 2016 | TrustCom | Partial Attestation: Towards Cost-Effective and Privacy-Preserving Remote Attestations. | Wu Luo, Wei Liu, Yang Luo, Anbang Ruan, Qingni Shen, Zhonghai Wu |
| 2016 | TrustCom | Whispers between the Containers: High-Capacity Covert Channel Attacks in Docker. | Yang Luo, Wu Luo, Xiaoning Sun, Qingni Shen, Anbang Ruan, Zhonghai Wu |
| 2016 | TrustCom | SeLance: Secure Load Balancing of Virtual Machines in Cloud. | Qian Sun, Qingni Shen, Cong Li, Zhonghai Wu |
| 2015 | COMPSAC | User Rank: A User Influence-Based Data Distribution Optimization Method for Privacy Protection in Cloud Storage System. | Chang Guo, Qingni Shen, Yahui Yang, Zhonghai Wu |
| 2015 | ICICS | Eavesdropper: A Framework for Detecting the Location of the Processed Result in Hadoop. | Chuntao Dong, Qingni Shen, Wenting Li, Yahui Yang, Zhonghai Wu, Xiang Wan |
| 2015 | ICICS | MB-DDIVR: A Map-Based Dynamic Data Integrity Verification and Recovery Scheme in Cloud Storage. | Zizhou Sun, Yahui Yang, Qingni Shen, Zhonghai Wu, Xiaochen Li |
| 2015 | SecureComm | SuperCall: A Secure Interface for Isolated Execution Environment to Dynamically Use External Services. | Yueqiang Cheng, Qing Li, Miao Yu, Xuhua Ding, Qingni Shen |
| 2015 | SecureComm | POSTER: Ciphertext-Policy Attribute-Based Encryption Method with Secure Decryption Key Generation and Outsourcing Decryption of ABE Ciphertexts. | Yuejian Fang, Zilong Wen, Qingni Shen, Yahui Yang, Zhonghai Wu |
| 2015 | SecureComm | Ciphertext-Policy Attribute-Based Encryption with User and Authority Accountability. | Xing Zhang, Cancan Jin, Cong Li, Zilong Wen, Qingni Shen, Yuejian Fang, Zhonghai Wu |
| 2013 | ICICS | A Covert Channel Using Event Channel State on Xen Hypervisor. | Qingni Shen, Mian Wan, Zhuangzhuang Zhang, Zhi Zhang, Sihan Qing, Zhonghai Wu |
| 2012 | AINA | A Covert Channel Using Core Alternation. | Yangwei Li, Qingni Shen, Cong Zhang, Pengfei Sun, Ying Chen, Sihan Qing |
| 2012 | AINA | SAPSC: Security Architecture of Private Storage Cloud Based on HDFS. | Qingni Shen, Yahui Yang, Zhonghai Wu, Xin Yang, Lizhe Zhang, Xi Yu, Zhenming Lao, Dandan Wang, Min Long |
| 2011 | AINA | Need for Symmetry: Addressing Privacy Risks in Online Social Networks. | Cong Tang, Yonggang Wang, Hu Xiong, Tao Yang, Jian-bin Hu, Qingni Shen, Zhong Chen |
| 2011 | APSCC | Towards Data Isolation & Collaboration in Storage Cloud. | Qingni Shen, Xin Yang, Xi Yu, Pengfei Sun, Yahui Yang, Zhonghai Wu |
| 2011 | APWEB | SecGuard: Secure and Practical Integrity Protection Model for Operating Systems. | Ennan Zhai, Qingni Shen, Yonggang Wang, Tao Yang, Liping Ding, Sihan Qing |
| 2011 | CCS | Poster: LBMS: load balancing based on multilateral security in cloud. | Pengfei Sun, Qingni Shen, Ying Chen, Zhonghai Wu, Cong Zhang, Anbang Ruan, Liang Gu |
| 2011 | DASC | SecDM: Securing Data Migration between Cloud Storage Systems. | Qingni Shen, Lizhe Zhang, Xin Yang, Yahui Yang, Zhonghai Wu, Ying Zhang |
| 2011 | ICICS | A Variant of Boyen-Waters Anonymous IBE Scheme. | Song Luo, Qingni Shen, Yongming Jin, Yu Chen, Zhong Chen, Sihan Qing |
| 2011 | ICISC | Fully Secure Unidirectional Identity-Based Proxy Re-encryption. | Song Luo, Qingni Shen, Zhong Chen |
| 2011 | NPC | A Way of Key Management in Cloud Storage Based on Trusted Computing. | Xin Yang, Qingni Shen, Yahui Yang, Sihan Qing |
| 2010 | ACSAC | SCOBA: source code based attestation on custom software. | Liang Gu, Yao Guo, Anbang Ruan, Qingni Shen, Hong Mei |
| 2009 | ICICS | Trusted Isolation Environment: An Attestation Architecture with Usage Control Model. | Anbang Ruan, Qingni Shen, Liang Gu, Li Wang, Lei Shi, Yahui Yang, Zhong Chen |
| 2005 | CIS | Covert Channel Identification Founded on Information Flow Analysis. | Jianjun Shen, Sihan Qing, Qingni Shen, Liping Li |