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代表性会议论文
  1. Yang Lyu, Jin Cao, Yang Xiao, Zhe Sun, Ben Niu, Fenghua Li, HUI LI. Privacy Risks of Intermediate Representations:Attribute Inference in Distributed LLM Inference[C]. Accepted by the Findings of The 64th Annual Meeting ofthe Association forComputational Linguistics, 2026.  (CCF A类推荐会议) 
  2. Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao*, Jingwen Liang, Dalin Zhang*. Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying[J]. Proceedings of the VLDB Endowment, 2025, 18(11): 4602-4615. (CCF A类推荐会议) 

  3. Jiawei Guo, Yang Xiao, Weipeng Huang, Guanyuan Piao. Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive Learning[C]//Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V. 2. 2025: 4476-4486. (CCF A类推荐会议)

  4. Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei. VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs[J]. Proceedings of the VLDB Endowment, 2023, 17(4): 912-925.(CCF A类推荐会议）

  5. Jingyi Tian，Yang Xiao*，Enyuan Zhou，Qingqi Pei. A Cross-Chain System Supports Verifiable Complete Data Provenance Queries[C]//International Conference on Algorithms and Architectures for Parallel Processing. Singapore: Springer Nature Singapore, 2023: 230-249. (CCF C类会议)

  6. Yang Xiao, Jie Li, and Wengui Su. A lightweight metric defence strategy for graph neural networks against poisoning attacks[C]//Information and Communications Security: 23rd International Conference, ICICS 2021, Chongqing, China, November 19-21, 2021, Proceedings, Part II 23. Springer International Publishing, 2021: 55-72. (CCF C类会议)

  7. Qingqi Pei, Enyuan Zhou, Yang Xiao, Deyu Zhang and Dongxiao Zhao, An efficient query scheme for hybrid storage blockchains based on merkle semantic trie[C]//2020 International symposium on reliable distributed systems (SRDS). IEEE, 2020: 51-60. (CCF B类会议, Best Paper Runner Up Award).

代表性期刊论文
  1. Weibin Guo, Bowen Zhao, Jiahui Chen, Yang Xiao, Liang Zhai, Qingqi Pei. FEDINF: An Efficient and Secure Inference with Federated Participants[J]. IEEE Transactions on Computers, 2025. (CCF A类推荐期刊) 

  2. Yang Xiao, Jiakui Xiang, Bowen Zhao*, Cheng Qiao, Muhammad Shafiq*, Qingqi Pei, Mohammad Mahtab Alam. Defending Against DDoS Attacks via Heterogeneous Data Conflict Resolution for Secure Services in Internet of Things[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2025. (中科院分区二区， 成果转化单位：北京赛宁网安科技有限公司)

  3. Bo Tian, Bowen Zhao, Yang Xiao,  Yang Liu, Qingqi Pei and Yulong Shen. RAPOO: An Efficient Privacy-Preserving Facial Expression Recognition via Mobile Crowdsensing[J]. IEEE Transactions on Mobile Computing, 2025. (CCF A类推荐期刊) 

  4. Jie Yin, Yang Xiao*, Qian Chen, Yongzhi Lim, Xuefeng Liu, Qingqi Pei*, and Jianying Zhou. DP-DID: A Dynamic and Proactive Decentralized Identity System[J]. IEEE Transactions on Information Forensics and Security, 2025, 20: 4999-5014. （CCF A类推荐期刊）

  5. Jie Yin, Yang Xiao*, Jie Feng, Mengmeng Yang, Qingqi Pei*, Xun Yi. DidTrust: Privacy-preserving Trust Management for Decentralized Identity[J]. IEEE Transactions on Dependable and Secure Computing, 2025，22(03): 3105-3120. (CCF A类推荐期刊)

  6. Minzhe Wu, Bowen Zhao∗ , Yang Xiao∗, Congjian Deng, Yuan Liu, Ximeng Liu. MODEL: A Model Poisoning Defense Framework for Federated Learning via Truth Discovery[J]. IEEE Transactions on Information Forensics and Security, 2024, 19: 8747-8759. (CCF A类推荐期刊)

  7. Yang Xiao, Zhuolin Xing, Alex X Liu, Lei Bai, Qingqi Pei, Lina Yao. Cure-GNN: A Robust Curvature-Enhanced Graph Neural Network Against Adversarial Attacks[J]. IEEE Transactions on Dependable and Secure Computing, 2023, 20(05): 4214-4229. (CCF A类推荐期刊)

  8. Yang Xiao, Chengjia Yan, Shuo lyu, Qingqi Pei, Ximeng Liu, Ning Zhang, Mianxiong Dong. Defed: An Edge-Feature-Enhanced Image Denoised Network Against Adversarial Attacks for Secure Internet of Things[J]. IEEE Internet of Things Journal, 2023, 10(8): 6836-6848. (中科院分区一区)

  9. Enyuan Zhou, Zicong Hong, Yang Xiao*, Dongxiao Zhao, Qingqi Pei, Song Guo, Rajendra Akerkar. MSTDB: a hybrid storage-empowered scalable semantic blockchain database[J]. IEEE Transactions on Knowledge & Data Engineering, 2023, 35(08): 8228-8244. (CCF A类推荐期刊)

  10. 赵搏文, 祝遥, 肖阳*,  裴庆祺，李小国，刘西蒙. 理性安全的公平两方比较协议[J]. 通信学报, 2023, 44(12): 112-123. （CCF T1类中文推荐期刊）

  11. Jie Yin, Yang Xiao, Qingqi Pei, Ying Ju, Lei Liu, Ming Xiao, Celimuge Wu.SmartDID: a novel privacy-preserving identity based on blockchain for IoT[J]. IEEE Internet of Things Journal, 2022, 10(8): 6718-6732. (ESI高被引)

  12. Yang Xiao, Qingqi Pei, Lina Yao, Xianzhi Wang. Recrisk: An enhanced recommendation model with multi-facet risk control[J]. Expert Systems with Applications, 2020, 158: 113561. (中科院分区一区)

  13. 刘欢，郑庆华，罗敏楠，赵洪科，肖阳，吕彦章. 基于跨域对抗学习的零样本分类[J]. 计算机研究与发展,2019,56(12):2519-2535.（CCF T1类中文推荐期刊）

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