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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:女
毕业院校:大连理工大学
学位:博士
所在单位:软件学院、国际信息与软件学院
学科:计算机应用技术
联系方式:yaolin@dlut.edu.cn
电子邮箱:yaolin@dlut.edu.cn
扫描关注
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大语言模型安全与隐私:数据隐私保护、对抗攻击与防御、模型输出的可信性;
数据安全和隐私:数据发布隐私、数据融合隐私、数据存储隐私、多方安全计算、机器学习中数据安全、多模态联邦学习中的隐私保护;
无线网络安全:安全体系结构设计、信任与身份管理、异常检测与入侵防御(车载网、工业物联网);
大小模型系统协同:模型压缩与加速、分层协作、系统优化与调度、隐私与安全保障;
- Tian, Pengxu, 唐新雨, 郭成, Choo, Kim-Kwang Raymond, 姚琳.A Privacy-Preserving Hybrid Range Search Scheme over Encrypted Electronic Medical Data in IoT Systems[J],IEEE Internet of Things Journal,10(17):15314-15324
- Li, Xinjiao, 吴国伟, 姚琳, Geng, Shisong.Hybrid aggregation for federated learning under blockchain framework[J],COMPUTER COMMUNICATIONS,2024,225:311-323
- 姚琳, 郑兆龙, Wang, Xin, Zeng, Yujie, 吴国伟.Detection of Cache Pollution Attack Based on Ensemble Learning in ICN-Based VANET[J],IEEE Transactions on Dependable and Secure Computing,2024,20(4):3287-3298
- 姚琳, 李佳, Deng, Jing, 吴国伟.Detection of Cache Pollution Attack Based on Federated Learning in Ultra-Dense Network[J],Computers and Security,2024,124
- Tian, Pengxu, 郭成, Jie, Yingmo, Liu, Yining, 姚琳.Scan-free verifiable public-key searchable encryption supporting efficient user updates in distributed systems[J],Journal of Information Security and Applications,2024,74
- 姚琳, Wang, Xue, Hu, Haibo, 吴国伟.A Utility-aware Anonymization Model for Multiple Sensitive Attributes Based on Association Concealment[J],IEEE Transactions on Dependable and Secure Computing,2024,1-12