Work

Fine-grained hierarchical multi-round iterative semantic optimization attack method for RAG systems

Year: 2026

Type: article

Source: Neural Networks

DOI: 10.1016/j.neunet.2026.109192

Authors: Qidong Chen, Vasile Palade, Zihao Yu, Ruixiang Deng, Jun Sun, Hao Wu

Institutions: Wuxi University, Coventry University, Jiangnan University, Chinese Academy of Sciences, Shanghai Institute of Ceramics

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: Wuxi Science and Technology Association, Jiangsu Commission of Health, Science and Technology Development Fund, Jiangsu Provincial Commission of Health and Family Planning, Major Basic Research Project of the Natural Science Foundation of the Jiangsu Higher Education Institutions, Natural Science Research of Jiangsu Higher Education Institutions of China

Awards: G2886321826, G695036229, G7775868699, G8940356895

OpenAlex ID: W7162881908

FWCI:

Cites: 16

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Related to: 10