个人简介

         郑阳是中国科学院信息工程研究所网络空间安全防御全国重点实验室的助理研究员（工程师）。他的研究兴趣包括人工智能安全、网络威胁分析、大数据安全。作为核心骨干，参与多项国家级和省部级重大科技项目，在TDSC和ACSAC等国际顶级期刊和会议上发表多篇论文，获得了10余项国家发明专利。

下载简历
Interests
  • 人工智能安全
  • 网络威胁分析
  • 大数据安全
Education

  • 中国人民大学，信息学院

    计算机应用技术硕士

  • 天津工业大学，计算机科学与软件学院

    软件工程学士

论文
Yang Zheng, Yu Wen, Ruoyu Wang, Yanna Wu, Boyang Zhang, Dan Meng (2025). InstPro: Provenance-Based Transient Execution Attack Detection and Investigation on Instruction Execution Traces. IEEE Transactions on Dependable and Secure Computing (TDSC), 2025. (Accepted, CCF-A).
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Tao Xue, Yu Wen, Bo Luo, Gang Li, Yingjiu Li, Boyang Zhang, Yang Zheng, Yanfei Hu, Dan Meng (2022). SparkAC: Fine-Grained Access Control in Spark for Secure Data Sharing and Analytics. IEEE Transactions on Dependable and Secure Computing (TDSC), 2022. (Accepted, CCF-A).
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Tao Xue, Yu Wen, Bo Luo, Boyang Zhang, Yang Zheng, Yanfei Hu, Yingjiu Li, Gang Li, Dan Meng (2020). GuardSpark++: Fine-grained purpose-aware access control for secure data sharing and analysis in Spark. Proceedings of the 36th Annual Computer Security Applications Conference (ACSAC), 2020. (Accepted, CCF-B).
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Dongxue Zhang, Yang Zheng, Yu Wen, Yujue Xu, Jingchuo Wang, Yang Yu, Dan Meng (2018). Role-based log analysis applying deep learning for insider threat detection. Proceedings of the 1st workshop on security-oriented designs of computer architectures and processors, 2018. (Accepted, IIE-C).
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Shaoqing Wang, Cuilan Du, Kankan Zhao, Cuiping Li, Yangxi Li, Yang Zheng, Zheng Wang, Hong Chen (2016). Random partition factorization machines for context-aware recommendations. International Conference on Web-Age Information Management (WAIM), 2016. (Accepted, CCF-C).
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