Xiaoting Lyu, Yufei Han, Wei Wang*, Hangwei Qian, Ivor Tsang, Xiangliang Zhang. TrojanGPL: Vulnerability Analysis and Mitigation of Backdoor Attacks on Graph Prompt Learning[J]. IEEE Transactions on Dependable and Secure Computing, 2026. (CCF A，TDSC）
Yalun Wu, Liu Liu, Endong Tong, Yingxiao Xiang, Xiaoting Lyu, Zhen Han, Jiqiang Liu.FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2026, 40(13): 10808-10816. (CCF A，AAAI 2026）
Xiaoting Lyu, Yufei Han, Wei Wang*, Jingkai Liu, Yongsheng Zhu, Guangquan Xu*, Jiqiang Liu, Xiangliang Zhang. Lurking in the shadows: Unveiling stealthy backdoor attacks against personalized federated learning[C]//33rd USENIX Security Symposium (USENIX Security 24). 2024: 4157-4174. (CCF A，USENIX Security 2024)
Xiaoting Lyu, Yufei Han, Wei Wang*, Hangwei Qian, Ivor Tsang, Xiangliang Zhang. Cross context backdoor attacks against graph prompt learning[C]//Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024: 2094-2105. (CCF A，KDD 2024）
Xiaoting Lyu, Yufei Han, Wei Wang*, Jingkai Liu, Bin Wang, Jiqiang Liu, Xiangliang Zhang. Poisoning with cerberus: Stealthy and colluded backdoor attack against federated learning[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2023, 37(7): 9020-9028.(CCF A，AAAI 2023）
Xiaoting Lyu, Yufei Han, Wei Wang*, Jingkai Liu, Bin Wang, Kai Chen, Yidong Li, Jiqiang Liu, Xiangliang Zhang. Coba: Collusive backdoor attacks with optimized trigger to federated learning[J]. IEEE Transactions on Dependable and Secure Computing, vol. 22, no. 2, pp. 1506-1518, March-April 2025, doi: 10.1109/TDSC.2024.3445637. (CCF A，TDSC）
吕晓婷，刘敬楷，刘芷辰，陈政，许光全，罗文坚，沈蒙，王滨，纪守领，陈恺，王伟*. 联邦学习后门攻击威胁与对抗性防御方法综述. 计算机学报. （CCF A，计算机学报）
Yurong Hao, Xihui Chen, Xiaoting Lyu, Jiqiang Liu, Yongsheng Zhu, Zhiguo Wan, Sjouke Mauw, Wei Wang*. Not one less: Exploring interplay between user profiles and items in untargeted attacks against federated recommendation[C]//Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security. 2024: 2889-2903. (CCF A，CCS 2024)
Jingkai Liu, Xiaoting Lyu, Yongzhong He, Li Duan, Jiqiang Liu, Hongliang Ma, Chunhua Su, Wei Wang*. Pna: Robust aggregation against poisoning attacks to federated learning for edge intelligence[J]. ACM Transactions on Sensor Networks, 2024:1550-4859.
Xiangliang Zhang*, Qiang Yang, Somayah Albaradei, Xiaoting Lyu, Hind Alamro, Adil Salhi, Changsheng Ma, Manal Alshehri, Inji Ibrahim Jaber, Faroug Tifratene, Wei Wang*，Takashi Gojobori, Carlos M. Duarte*, Xin Gao*. Rise and fall of the global conversation and shifting sentiments during the COVID-19 pandemic[J]. Humanities and social sciences communications, 2021, 8(1): 1-10.