| 2026 | ACL | TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment. | Zhewen Tan, Wenhan Yu, Jianfeng Si, Tongxin Liu, Kaiqi Guan, Huiyan Jin, Jiawen Tao, Xiaokun Yuan, Xiangzheng Zhang, Duohe Ma, Tong Yang, Lin Sun |
| 2026 | ICDE | Mirror Asymmetry Perfect Hashing: A Memory-Efficient and Load-Intensive-Optimized Hashing Index on Hybrid DRAM-PMem Architecture. | Jingcheng Ju, Zirui Liu, Feng Liu, Kaicheng Yang, Yikai Zhao, Tong Yang, Guodong Yang, Xingchun Wang, Duohe Ma |
| 2026 | WWW | Beyond Patches: Superpixel Token-based Transformers for Attribute-Specific Fashion Retrieval. | Shuili Zhang, Hongzhang Mu, Wenyuan Zhang, Duohe Ma, Tingwen Liu |
| 2025 | CVPR | Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization. | Zefeng Zhang, Hengzhu Tang, Jiawei Sheng, Zhenyu Zhang, Yiming Ren, Zhenyang Li, Dawei Yin, Duohe Ma, Tingwen Liu |
| 2025 | EMNLP | Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction. | Yuanbo Xie, Yingjie Zhang, Tianyun Liu, Duohe Ma, Tingwen Liu |
| 2025 | ICASSP | Translational Generative Retrieval via Potential Query Generation. | Yihan Guo, Tingwen Liu, Jiawei Sheng, Duohe Ma, Ming Sun, Ling Tian |
| 2025 | ICASSP | Zero-Shot Cross-Domain Slot Filling with Retrieval Augmented In-Context Learning. | Mengxiao Song, Tingwen Liu, Quangang Li, Duohe Ma, Ming Sun, Ling Tian |
| 2025 | ICCS | Dual Adaptive Windows Toward Concept-Drift in Online Network Intrusion Detection. | Xiaowei Hu, Duohe Ma, Wen Wang, Feng Liu |
| 2025 | ICICS | Construction and Application of Vulnerability Intelligence Ontology Under Vulnerability Management Perspective. | Guangxiang Dai, Peng Wang, Duohe Ma |
| 2025 | SIGIR | Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective. | Taoyu Su, Jiawei Sheng, Duohe Ma, Xiaodong Li, Juwei Yue, Mengxiao Song, Yingkai Tang, Tingwen Liu |
| 2024 | CCS | Poster: Towards Real-Time Intrusion Detection with Explainable AI-Based Detector. | Wenhao Li, Duohe Ma, Zhaoxuan Li, Huaifeng Bao, Shuai Wang, Huamin Jin, Xiaoyu Zhang |
| 2024 | CCS | Poster: Enhancing Network Traffic Analysis with Pre-trained Side-channel Feature Imputation. | Faqi Zhao, Duohe Ma, Wenhao Li, Feng Liu, Wen Wang |
| 2024 | CSCWD | What You See Is The Tip Of The Iceberg: A Novel Technique For Data Leakage Prevention. | Kai Chen, Qian Yang, Jiankai Wang, Duohe Ma, Liming Wang, Zhen Xu |
| 2023 | ISCC | Every Time Can Be Different: A Data Dynamic Protection Method Based on Moving Target Defense. | Zhimin Tang, Duohe Ma, Xiaoyan Sun, Kai Chen, Liming Wang, Junye Jiang |
| 2022 | CCS | Game Theory Approaches for Evaluating the Deception-based Moving Target Defense. | Duohe Ma, Zhimin Tang, Xiaoyan Sun, Lu Guo, Liming Wang, Kai Chen |
| 2021 | ICICS | Disappeared Face: A Physical Adversarial Attack Method on Black-Box Face Detection Models. | Chuan Zhou, Huiyun Jing, Xin He, Liming Wang, Kai Chen, Duohe Ma |
| 2020 | HPCC | ConfigRand: A Moving Target Defense Framework against the Shared Kernel Information Leakages for Container-based Cloud. | Tong Kong, Liming Wang, Duohe Ma, Kai Chen, Zhen Xu, Yijun Lu |
| 2020 | HPCC | Automated Honeynet Deployment Strategy for Active Defense in Container-based Cloud. | Tong Kong, Liming Wang, Duohe Ma, Zhen Xu, Qian Yang, Zhitong Lu, Yijun Lu |
| 2020 | IPCCC | What You See Is Not What You Get: Towards Deception-Based Data Moving Target Defense. | Yaqin Zhang, Duohe Ma, Xiaoyan Sun, Kai Chen, Feng Liu |
| 2020 | ICWS | WGT: Thwarting Web Attacks Through Web Gene Tree-based Moving Target Defense. | Yaqin Zhang, Duohe Ma, Xiaoyan Sun, Kai Chen, Feng Liu |
| 2019 | HPCC | A Secure Container Deployment Strategy by Genetic Algorithm to Defend against Co-Resident Attacks in Cloud Computing. | Tong Kong, Liming Wang, Duohe Ma, Zhen Xu, Qian Yang, Kai Chen |
| 2017 | CCS | Quantitative Security Assessment Method based on Entropy for Moving Target Defense. | Duohe Ma, Liming Wang, Cheng Lei, Zhen Xu, Hongqi Zhang, Meng Li |
| 2016 | ICICS | A Self-adaptive Hopping Approach of Moving Target Defense to thwart Scanning Attacks. | Duohe Ma, Cheng Lei, Liming Wang, Hongqi Zhang, Zhen Xu, Meng Li |
| 2016 | IPCCC | Thwart eavesdropping attacks on network communication based on moving target defense. | Duohe Ma, Liming Wang, Cheng Lei, Zhen Xu, Hongqi Zhang, Meng Li |
| 2014 | SecureComm | Defending Blind DDoS Attack on SDN Based on Moving Target Defense. | Duohe Ma, Zhen Xu, Dongdai Lin |