信息通信技术与政策2026，Vol.52Issue(8)：37-44,8.DOI:10.12267/j.issn.2096-5931.2026.006
面向智能模型的对抗攻击与防御专利技术发展研究
Research of patent technology development for adversarial attacks and defenses against intelligent models
刘洁1
作者信息
- 1. 国家知识产权局专利局专利审查协作北京中心,北京 100072
- 折叠
摘要
Abstract
Given that intelligent models are vulnerable to adversarial sample attacks,which pose security risks such as misidentification and functional failure,their safe practical application is somewhat constrained.This paper focuses on patented technologies in the fields of adversarial attacks and defenses,reviews domestic and overseas related patent achievements,categorizes and summarizes key adversarial sample generation techniques and core defense methods against adversarial samples,and analyzes relevant patent layout characteristics and technological evolution trends,aiming to provide references for technological research,patent strategy,and security system development in related fields.关键词
对抗攻击/对抗样本/对抗防御/专利/深度学习Key words
adversarial attack/adversarial sample/adversarial defense/patent/deep learning分类
信息技术与安全科学引用本文复制引用
刘洁..面向智能模型的对抗攻击与防御专利技术发展研究[J].信息通信技术与政策,2026,52(8):37-44,8.
